Created by CakeResumeBoth basic and professional IT skills on a job application CV or resume have become an integral part of any IT job seeker’s core competencies due to the prevalence of computer and information technology in today’s workplace. IT specialists are in high demand. Research shows that people with IT skills earn 49 percent more than those who don't.Showing the hiring team that you are qualified with IT skills on your resume is essentially telling them that you are a great asset to the business.Table of Contents:What are IT Skills?100+ In-Demand IT Skills Examples for ResumeHow to Highlight Your IT Skills on Your Resume (+ Examples)3 Tips on Showcasing Your IT Skills during a Job HuntHow to Improve Your IT SkillsWhat are IT Skills?Information Technology, or simply IT skills, refer to a wide variety of skills that you need when working with computers and/or telecommunications from coding, cybersecurity skills to providing technical support. IT skills are your ability and knowledge to manage information and technology. IT skills include both technical skills and interpersonal skills; both of these skills are required for an IT job resume. The employer looks for different IT skill sets for different roles on the resume. Therefore, knowing what IT skills are expected in the position you’re applying for before you put them on your resume is important. Here are a list of common jobs that require IT skills: Data AnalystComputer Sales Support WorkerDatabase AdministratorCloud Computing EngineerComputer Network SpecialistInformation Technology AnalystInformation Security AnalystSoftware and Application DeveloperHardware TechnicianHelp Desk Analyst 1. Data Analyst A data analyst uses data analysis tools, such as Microsoft Power BI, Python, and SQL, to carefully examine raw data to gain insights. Using these IT skills, they help businesses to make better decisions to achieve various objectives. 2. Computer Sales Support Worker Computer sales supporter workers work as a bridge between customers and a company that sells computer systems or related products. They introduce products to customers, answer questions, and provide technical help. Professionals in this field require IT skills, such as understanding of hardware to properly do their work. 3. Database Administrator Database administrators’ main responsibility includes database improvement, maintenance and security. Using their IT skills, they plan and develop the database to help achieve the company’s goal. 4. Cloud Computing Engineer Cloud computing engineers plan and implement cloud computing systems and various related tasks for an organization. Using the relevant IT skills, they could be building cloud architecture systems, maintaining existing cloud-based infrastructure, migrating information to the cloud system, managing the security of the cloud system and so on. 5. Computer Network Specialist Computer network specialists are responsible for network setup, maintenance, and evaluation for local area networks and wide area networks. They analyze and troubleshoot the company’s network problems with their IT skills and knowledge related to network connectivity, protocols, and cybersecurity. 6. Information Technology Analyst IT analysts optimize the information system in the company to maximize organizational efficiency. They design and improve IT systems based on the company’s objective, using various IT skills and tools, such as information engineering, to satisfy the management team as well as end-users. 7. Information Security Specialist Information security specialists’ main responsibility is to ensure the safety of the company’s data and protect them from being attacked as well as computer viruses. Analyzing and researching IT systems and risks the company might be exposed to, information security specialists then make improvements and suggestions to better the current information system. 8. Software and Application Developer Software and application developers create various kinds of software for specific purposes, for example, video games and graphic programs. They need to be familiar with IT skills, including clouding computing skills, data structures and algorithms, containers, databases, and SQL, to name a few. 9. Hardware Technician Hardware technicians are tasked to provide customers and colleagues with technical support. Helping them resolve hardware-related problems. They also install, maintain, and repair computer systems, ranging from laptops and desktops to external devices and servers. 10. Help Desk Analyst Help desk analysts help customers with variety of computer issues or work as in-house technical support specialists to solve computer system problems for their coworkers. Don't let resume mistakes hold you back. Scan your resume with our AI checker and get personalized recommendations to land more interviews.Scan Resume Now100+ In-Demand IT Skills Examples for ResumeIT skills can also be divided into two groups: hard skills, also known as technical skills, and soft skills; both are needed for IT jobs. IT hard skills are specific abilities with which you can design, develop, and improve information systems. They help you to carry out technical duties. IT Technical Skills for Resume AI (Artificial Intelligence):AI integration and application, deep learning, machine learning, natural language processing, natural network architecturesApplication and software development:Agile development, Android/iOS UI, Android/iOS mobile application development kit, Angular, Docker, back-end development, front-end development, GeneXus, Github, Jira, Linx, React.js, SQL, Xcode development, Zoho CreatorCloud computing:Alibaba Cloud, Amazon Web, AWS (Amazon Web Service), Google Cloud, IBM Cloud, Kamatera, Microsoft Azure, Oracle, Panda Cloud, Rackspace Cloud, Salesforce, SAP cloud, VMware CloudCoding languages:C, C++, C#, CSS, Go, HTML5, Java, JavaScript, MATLAB, Objective-C, PHP, Python, R, Ruby, SQL, SwiftData analysis:Data cleansing, data cube technology, data queries, data structures and algorithms, data synchronization, data visualization, data warehousing, Microsoft Excel, OLAP, raw data processing and integration, TableaueCommerce platforms:BigCommerce, Big Cartel, Ecwid, Magento, OpenCart, Prestashop, Shift4Shop, Shopify, Square Online, Squarespace, Volusion, Weebly, Wix, WooCommerceHardware knowledge:Components configuration, computer drivers, external devices (monitor, printer, scanner, hard drive)Internet connection:Bandwidth, ethernet connection, IP address, modem, router, wireless configurationNetwork security:CEH, cloud security, CISA, data and file encryption, encryption solutions, firewalls, GCIH, intrusion detection, malware analysis, OSCP, secure code development, threat modeling, visualization technologies, vulnerability testingOperating systems:Android, Linux, Mac OS, Windows, iOS📚Further reading:How to List Computer Skills on Your Resume [+Examples] IT Soft Skills for Resume IT soft skills are skills that allow you to work efficiently as part of the IT team; therefore, you should mention them in your CV. Attention to detailAccountabilityCommunicationConflict resolutionCreativityCritical thinkingFlexibilityLeadershipNegotiationOrganizationPatienceProblem-solvingProject managementResourcefulnessTeamworkTime management More IT Skills In-Demand for Different Jobs IT skills on your resume, both hard and soft skills, are needed when you apply for IT-related jobs. But it might not be easy to determine what IT skills you want to include on your resume; therefore, a list of IT professions and relevant skills they require is provided here for you. 1. IT Engineer Skills for Resume Hard skillsCoding, hardware skills, operating system knowledge, software development, testing and debuggingSoft skillsCritical thinking, problem-solving, project management, teamwork, written and verbal communication 2. IT Administrator Skills for Resume Hard skillsData backup management, network security skills, operating system knowledge, software installation and maintenanceSoft skillsCommunication, organization, patience, time management 3. IT Consultant Skills for Resume Hard skillsData analysis, hardware skills, software installation and maintenanceSoft skillsAttention to detail, critical thinking, patience, problem-solving, written and verbal communication 4. IT Support Specialist Skills for Resume Hard skillsHardware skills, software installation and maintenanceSoft skillsAttention to detail, flexibility, organization, patience, problem-solving, teamwork, resourcefulness, written and verbal communication 5. IT Technician Skills for Resume Hard skillsData analysis, data collection, hardware and electronic devices installation and repairs, software maintenanceSoft skillsCommunication, creativity, critical thinking, problem-solving, teamwork 6. IT Recruiter Skills for Resume Hard skillsTechnical knowledgeSoftware skillsCommunication, flexibility, patience, organization, project management, resourcefulness, teamwork, time management 7. IT Manager Skills for Resume Hard skillsTechnical knowledge, hardware maintenanceSoft skillsAttention to detail, communication, conflict resolution, critical thinking, leadership skills, negotiation, project management 8. IT Specialist Skills for Resume Hard skillsCloud computing skills, coding, hardware maintenance, internet connection, network security, operating system knowledge, software developmentSoft skillsCommunication, problem-solving, teamwork 9. IT Project Manager Skills for Resume Hard skillsTechnical knowledgeSoft skillsCommunication, flexibility, negotiation, organization, project management, teamwork, time management 10. IT Director Skills for Resume Hard skillsTechnical knowledge (including software, hardware and operating systems)Soft skillsCommunication, critical thinking, flexibility, leadership, negotiation, problem-solving, organization, teamworkHow to Highlight Your IT Skills on Your Resume (+ Examples)On your resume, IT skills can be included in three different sections, namely, resume summary/ objective section, work experience section, and IT skills section. Each of them highlights different aspects of your expertise. 1. Resume Summary/ Objective Traditionally, you write 3 to 5 lines summarizing your career. Placing your IT skills here on top of your resume makes sure the hiring team won’t miss them. Here is an example of including IT skills in the resume summary section for a fresher IT specialist:"Motivated and detail-oriented Computer Science graduate seeking the role of IT Specialist at ABC Software. Passionate about cyber security and antivirus software development. Protected 30+ computers from viruses for a local company. Relevant skills include secure code development and vulnerability testing." 💡 Pro Tips:Carefully choose the most impressive achievement you have due to the limited spaceInclude both the results and the relevant skills. Remember to make a clear connection between them 2. Work Experience The work experience section is also ideal for you to show your IT skills on the resume. You can mention more skills and in detailed.Here is an example of placing IT skills in the work experience section of an IT project manager’s resume: WORKEXPERIENCE IT Support Specialist | TechX Corp.2018 - 2020Managed a team of 15 web developers.Optimally managed risk factors through data analysis and lowered the risk by 13%. 💡 Pro Tips:Back up your achievement with statisticsBe concise 3. IT Skills Alternatively, you can also dedicate a whole skills section to your IT skills on your resume. You will have more space to list each IT skill specifically.Here is an example of listing IT skills in IT Skills for a software developer’s resume: SKILLS Python (PCPP certification - Python Institute)C++ (CPA certification - C++ Certificated Associate Programmer Certification)HTML language (Proficient) 💡 Pro Tips:Include certifications to certify your abilityProvide levels of proficiency, from basic to proficient, for your IT skills in the resume3 Tips on Showcasing Your IT Skills during a Job HuntJob-hunting doesn’t end after you send out your resume. The interview is equally important for you to elaborate on your accomplishments and IT skills listed on your resume. Here are some tips to impress the hiring team while applying for an IT job: Use examples and numbers to quantify results as a proof on your IT skills on your resume.Employ the STAR framework to discuss a specific situation, task, action, and result of the situation and provide a context of your IT expertise during interviews.Present a slideshow with informative graphics and pictures that help the recruiter visualize your IT-related achievement during the interview.How to Improve Your IT SkillsThe information industry is always evolving. For this reason, whether you only have entry-level IT skills on the resume or you are an experienced IT professional, you need tocontinuously improveyour IT skills to keep up with it. Here are some tips to improve your IT skills required for IT jobs: ✨ Practice Self-learning Once you graduate, you no longer have an instructor walking you through various fields of knowledge. You will need to develop learning habits that allow you to master IT skills on your own, such as setting clear goals and finding learning resources. ✨ Take Courses Alternatively, you can find a wide variety of courses, both online and in-person, to help you learn more effectively. These courses provide information and resources for you if you are a new to the industry or don’t know where to start. ✨ Network with Other Techies Another way for you to grow as an IT professional is to exchange experience with other people, who can provide you with fresh ideas and share resources with you. Most importantly, you can get the emotional support that you need while learning new IT skills. 🔑 Key Takeaways:The prominence of IT skills grows as the world increasinglybecomes digital-oriented. With suitable IT skills on your resume, you can easily land your IT dream job. All you need to know is what IT skills are, in-demand IT skills for your resume, how to improve your IT skills, and how to showcase IT skills on the resume. Follow the tips and let's impress the recruiters with your IT skills during a job hunt. --- Originally written byYin-Hsuan Liang ---

Created by CakeYou'll learn:How to write a great resume for a graduate school application?What to include in a graduate school resume? Tips for writing the best resume for Master’s programsHow to pick the right graduate school application resume template?Graduate school resume sampleThe application process for graduate school is not a simple one; you will need to prepare the necessary documents (e.g., your bachelor’s degree statement, transcript, recommendation letters) and you might need to take the GRE or GMAT or certain language proficiency examinations. Graduate school entrance is also extremely competitive as you may be competing with students from different countries for a spot. With all the paperwork you need to prepare, you might overlook the importance of your graduate school resume. A graduate school resume is a document that provides more information on your suitability for the program that you’ve applied for. It is similar to a job search resume in many ways but also contains major differences because of its purpose. We will discuss the essence of a great grad school CV in this article.How to write a great resume for a graduate school application?Step 1: Research on the desired school and major. The first step when writing a resume for a graduate school application is researching your desired school and program. Different schools and programs may have different requirements that you need to fulfill to be considered by the admission committee. 💡 Tips: It’s a good idea to build a graduate school list consisting of your dream schools and safety schools and outline the admission requirements to ensure that you don’t miss any documents and to increase your application efficiency. Step2: Choose the right graduate school resume format. As similar as they are, a job search resume will ultimately differ from a graduate school resume, with the former being focused more on your relevant skills and experience. The latter, though, will mainly focus more on your educational background and accomplishments.There are three options to choose from for your graduate resume format: chronological, functional (or skill-based), and combination (hybrid version of the chronological and functional format). However, as mentioned prior, with a grad school CV, you are aiming to highlight your educational background and accomplishments. Thus, it would be better for you to choose a format that doesn’t focus much on employable skills. Step3: Look up graduate school resume templates examples online as references. These online references may not exactly suit your situation, but you can refer to the way they word their details, the way their grad school CVs are structured, etc., and adopt it as your own. ⚠ Reminder: Do not simply copy and paste the contents as they may contain some mistakes and/or may not apply to you. Step4: Tailor your grad school CV according to the school and major. Chances are, you are going to apply to more than one school and major. Your grad school CV should not be a “one-size fit all” CV. Different schools and programs will focus on different aspects of your academic background and achievements; to increase your chances of moving on to the next step of the application, ensure that you tailor your master’s degree resume accordingly. Step5: Proofread. After you’ve finished writing your CV for grad school, the final step would be to proofread your entire resume to ensure that your graduate school resume is error-free. A master’s degree resume with careless mistakes will not inspire confidence in the recruiting committee, so ensure that you don’t jeopardize your chances by skipping over this crucial step. What to include in a graduate school resume?1. Resume Header Your graduate school resume should begin with a resume header, where the admission committee can quickly and briefly know who you are. Here, you should put your name, your contact info, and your resume title. 2. Resume Objective Unlike a typical resume objective, a graduate school resume objective should highlight how your experiences can help you succeed in a highly selective master’s program. To do this, your resume objective should convince the admission committee how your qualities (experience, skills, etc.) can contribute to your academic success if you were to be admitted to the program.Graduate school resume objective examples:Goal-oriented and analytical financial analyst seeking to further deepen my knowledge and skills through MIT’s Master of Finance program.Creative and innovative marketing manager with eight years of experience in television advertising. Seeking to gain further knowledge and skills in digital marketing in Stanford University’s Master of Business Administration Program with a focus in marketing. 3. Education This is a section within your graduate application resume that the admission committee would put a lot of weight on. They would be most likely to look at this section first, your previous educational institution, your major, and your academic performance will shape the committee’s perception of you. Here, you should include your previous:Educational institutionDegree(s)Major(s)Year of graduationHonors, awards, and extracurricular activities (if applicable) Graduate program resume education examples:📍 In progressM.S.E. in Computer Science (in progress) | Princeton University📍 Before starting (i.e., when applying)B.S. in Finance | University of California-Los AngelesGraduation: June 2019GPA: 4.1/4.3📍 Incomplete (i.e., change of schools, programs)New York University2017-2018: Completed 18 credits towards M.A. in Early Childhood Special Education 4. Work Experience In most job search resumes; work experience is one of the most crucial aspects for recruiters. In the case of a graduate school resume, however, this is not the case. Still, you shouldn’t forego not including your previous work experience, especially if they relate to the program that you’re applying to. Although not all graduate programs require prior work experience, there are some (such as MBAs) that will require applicants to possess a certain length of work experience before their candidacy be considered to advance to the next step of the admission process. 💡 Tips: If you have taken some academic time off, and you have relevant work experience before, including it in your grad school CV can help illustrate your qualifications.Here, you should include:Organizations or employers' namesState of the organizationsTitles you’ve previously heldEmployment periodBrief description of your responsibilities and achievements (if applicable) Graduate school resume work experience examples:Software Developer ABC Tech Inc. Jan. 2017 – Dec. 2019Tested, troubleshot, and debugged new features in company developed applications.Implemented new features to existing software using Python, Java, and C++.Reviewed and provided technical designs to assist other developers. 5. Skills The skills for your graduate school resume will differ slightly from a normal job search skills section; it won’t be as comprehensive as a normal resume as the main focus of a grad school CV will still be your academic history. However, like a typical resume, you should still list out your relevant skills and abilities. Some programs might require you to possess a specific set of skills for you to achieve academic success (e.g., language, leadership skills, research). Your graduate school resume skills can also indicate to the committee if you would be able to complete the extensive projects that are usually a part of graduate programs. 6. Extracurricular Activities Extracurricular activities don’t only serve a social purpose, it can also help you develop skills that can be useful in your everyday and professional life. They can also add more flair to your graduate application resume and highlight your capabilities for the admission committee to see. Here, you should include the name of the organization you were a part of, membership dates and any roles (leadership or representative,) and the responsibilities you held.Graduate school CV extracurricular activities examples:Debate and Speech Club Vice-President 2012 – 2014Co-organized club activities (i.e., inter-school debate competitions, public speaking workshops, bake sale) and meeting agendasWorked closely with the club president to oversee the training and development of new club members every semester 7. Awards Honors If you’ve received an award and honors such as fellowship, scholarship, or any academic and industry-related ones, you should add it to your graduate application resume. These accolades can boost your candidacy by showcasing your academic talents and abilities and in turn, can help convince the admission committee of your potential and ability to succeed if you were to be admitted into the program. Graduate program resume awards and honors examples:B.A. in Business AdministrationUniversity of California-Los AngelesGraduation: June 2017GPA: 4.1/4.3Awards Honors: Winner of The Global Case Competition at Harvard (2017), Dean’s List (2018) 8. Hobbies Interest Your hobbies and interests that align with the program are a great way to showcase your passion and enthusiasm. Relevant hobbies and interests demonstrate knowledge and understanding of the program context and can also indicate your skills to the committee. 📝 Notes:Focus on the skills you’ve honed from pursuing your hobbies and interests instead of your roles. Be honest, specific on your descriptions, and why your interests make you a better candidate than other applicants. Cake provides the bestgraduate schoolresume templates examples for talents to demonstrate your qualifications. Let us help you land the dream with a strong graduate school resume (free download)!Create ResumeTips for writing the best resume for Master’s programs✅ Tip 1: Customize the graduate school resume for the school. Different schools will have different requirements or may focus on different aspects of your master’s degree resume. Ensure that you customize your grad school CV for every school and program you apply to for better results. ✅Tip 2: Highlight what makes you unique. With how competitive the selection process will be, you want to ensure that you stand out from other applicants to increase your chances of landing a spot. To do so, you would want to identify what makes you unique as a graduate school candidate and clearly highlight and showcase them in your grad school CV to impress the admission committee. ✅Tip 3: Quantify results in your graduate school resume. Describe your academic achievements in your graduate school resume quantitatively (in the form of numbers) instead of in a qualitative form. This can highlight your accomplishments and make them seem more apparent and more convincing. ✅Tip 4: Adopt resume action words (verbs). Action verbs can help the admission committee to form a clearer picture of who you are as a candidate. Using proper action verbs in your graduate school resume can help you stand out from other candidates. ✅Tip 5: Position your education section before your work experience section. Unlike a job search resume, your education section would be of bigger weight in your graduate application resume. Your prior educational achievements and experience can help the admission committee estimate your capabilities for academic success in your applied program. Ensure that you position your education section before your work experience section in your master’s degree resume.Pick the right graduate school application resume template🔍 How long should a graduate school application resume be? As with job search resumes, keep your graduate school application resume within two pages long (unless you've had a significant number of related accolades, research papers, awards, etc.). Any longer than that will make your graduate school resume seem to be verbose. 🔍 What is the best font to use in a resume for graduate school admission? Keep your grad school CV as professional and clean as possible. Choosing the wrong font can entirely ruin your graduate school resume. You can either stick to the classic fonts (i.e., Times New Roman, Arial) to play it safe, or you can choose other fonts that are easy-to-read but won’t stand out too much such as Roboto, Cambria, Verdana, Lato, or Helvetica. 🔍 What format should a resume for graduate school applications be in, Word or PDF? Chances are, you can find plenty of great graduate school resume template in Word but this doesn’t mean you should submit it in .doc or .docx format. When Word formats are viewed on different devices or different Word versions, it may mess up your graduate school resume format. Unless specified otherwise, submit your graduate school resume in PDF form as it will stay the same no matter the device.Graduate school resume sampleAylah KelletDetail-oriented market development manager specializing in the tech industry +1- 513-234-1235 [email protected]linkedin.com/in/aylahkelletProfessional SummaryGraduated magna cum laude majoring in business administration with a minor in marketing. Aspiring to pursue an MBA degree from the prestigious Cornell University to expand my knowledge on all aspects of business, especially marketing management. Work Experience Market Developer Manager Green Hill Tech. Nov. 2018 – Present In charge of communications between the HQ and the European market.Increased profit and the volume sold of laptops by 15%.Assisted in creating promotional campaigns for the European market. Marketing Intern Glendale Tech Inc. Jan. 2015 – Oct. 2016 Assisted in building social media campaigns for the East European markets.Researched and provided suggestions to increase campaign effectiveness for the Polish market. Extracurricular Activities Vice PresidentDebate-speech ClubJuly 2015 – May 2018 Co-organized club activities (i.e., inter-school debate competitions, public speaking workshops, bake sale) and weekly meeting agendas with the club president.Worked closely with the club president to oversee the training and development of new club members every semester. MemberToastmasters July 2014 – June 2017 Mentored and trained junior members in public speaking and leadership skills.Regularly gave juniors feedback on speech. Education June 2018B.B.A. in Business AdministrationUniversity of California-Los AngelesAwards Honors Honors: Magna cum laude (GPA: 4.1/4.3) Award: Winner of The Global Case Competition at Harvard (2017), Dean’s List (2016, 2017) Skills Polish (fluent)Hebrew (fluent)Market ResearchSocial Media MarketingGoogle AnalyticsTime ManagementMultitaskingAttention to DetailCritical ThinkingProblem Solving Hobbies Interests Graphic designVideo gamesCreative writingArts craftsLearning languages --- Originally written by Patricia Rosita---

The term "data science" has become popular recently with the implementation of technology in every corner of our lives. It's a fusion of algorithms, tools, and machine learning principles that extract information from hidden patterns in its raw data form. Data scientists "wrangle" big data to make relevant discoveries for businesses, helping them achieve their goals. In addition, they combine programming, statistics, analytics, and math to create algorithms, design data modeling processes, and build machine learning pipelines to better understand their customer base and competitors. Despite how skill-related a data scientist's job is, just having the skills is not enough. A precisely tailored data scientist resume is also essential to ensure that you stand out among other applicants and leave a good impression on hiring managers.Table of Contents Before You Start Writing Your Resume What Should Your Data Scientist Resume Look Like? 6 Data Scientist Resume Templates Samples Key Takeaways Before You Start Writing Your Resume Before you enter your "job-hunting mode," it's important to note several elements to take note of and know to enhance your overall resume writing experience.Step 1: Understand the Differences Between a Curriculum Vitae (Cv) and a Resume Data scientist CV and data scientist resume, are there any differences? Although both are interchangeable terms in some instances, it's vital to know the differences to avoid submitting the wrong kind to your prospective employer.A data scientist CV:is more detailed and has a simple structureis over 2 pages longand mostly used in academia, medicine, or science fieldsA data scientist resumeemphasizes more on relevant information for a specific job and has various layoutsis within 2 pages longand primarily used for a job application 💡 Pro Tip: Double-check if the job ad has requested a data scientist CV or a data scientist resume. Format them accordingly before submitting your document. Step 2:Choose the Right Data Scientist Resume FormatThey say that you shouldn't judge a book by its cover, but a hiring manager WILL judge you by your resume. For your data scientist resume, there are different data scientist resume formats that you can use: chronological, functional, hybrid/combination, and targeted. Ensure that the format of your picking is suitable for both your data science-related experiences and the job itself.Step 3:Look Up Data Scientist Resume Templates Examples Online as References If you're unsure of how to start writing your resume, you can look up resume templates and data scientist resume examples online as references. Remember to keep a lookout for both the strong points to emulate and weak points to avoid in these data science resume examples. Don't copy and paste these references' content, adjust it to your own specific experiences and the job description itself. Step 4: Tailor Your Resume for the Data Scientist JobYour data scientist resume should never be a "one-size-fits-all" resume. Thus, it's best not to use an entry-level data scientist resume for a position that requires you to possess extensive experience. Your past resumes can be a starting point, but you should always continuously add your relevant data science-related responsibilities and achievements to your resume. By the time you're close to the top of your career ladder, you should be able to build an experienced data scientist resume.Step 5:Don't Forget to Add a Data Scientist Cover Letter Similar to your resume, tailor your cover letter for a data scientist position instead of making a general cover letter. A cover letter is your chance to showcase your enthusiasm and explain why and how your profile and data science skills make you a great fit in their company's data scientist role.Step 6:Proofread As tedious as proofreading may be, it's a necessary extra step that you should take to ensure that no careless spelling or grammatical mistake exists on your data scientist resume. What Should Your Data Scientist Resume Look Like?Created by Cake 1. Resume Profile (Personal Information)Before you write any other sections, adding your personal information at the beginning of your resume so that the recruiters know how to contact you.Always IncludeFull nameProfessional title can give your prospective employer an idea of how experienced you are as a data scientist.E-mail addressPhone numberAddress (city, state, and country)You should not do these:Current salary:Putting out a number too early may lessen your bargaining power when discussing your salary.Social Security number/National Insurance Number:Only required AFTER you get hired.Private information (e.g. sexual orientation, race, photograph):Your private life is irrelevant to the job position; exclude them to avoid potential hiring bias or discrimination. 2. Resume Headline for Data Scientist A data scientist resume headline is a one-line and concise description to quickly inform the hiring manager of who you are, your strengths and relevant experience, and why you're the perfect fit for the position. Use keywords that you may find in the job advertisement. Data Scientist Resume — Resume Headline Examples Highly Experienced Data Scientist with 10+ Years of Experience in the Healthcare IndustryDetail-Oriented Senior Data Scientist with Experience in Data Mining 3. Data Scientist Resume Summary A data scientist resume summary is a continuation of your resume headline. Ideally, it's around 2-3 sentences highlighting your data science skills, experience, and qualifications. Data Scientist Resume — Resume Summary Example Business-minded data scientist with the ability to deliver insights via data analytics and mining. Achievements include creating models to predict stock prices with 30% more accuracy than the historical average, increasing investment returns by 23%. 4. Career Objective for a Data ScientistWhat is your career objective as a data scientist? Your resume objective should answer this in 2-3 sentences. You can incorporate this in your resume summary. Data Scientist Resume — Career Objective Example Experienced data scientist with robust statistical analysis and research skills. Seeking for the position of Data Scientist with XYZ Inc., offering 4+ years of experience utilizing statistical modeling and machine learning techniques. 5. Skills for a Data Scientist ResumeYour skillset is one of your main selling points as a data scientist candidate. The skills that you possess serve as an indicator for the hiring manager of your potential fit for the position. Your listed skills for a data scientist resume should be relevant and be kept short. If you're still unsure, you might find it helpful to look online for a data scientist resume sample or refer to the job description. You might find plenty of companies requiring candidates to be proficient in programming languages such as Python for a data science entry-level job, and an understanding of NLP for a data science senior level job; these are keywords that you should include if you do possess said skills to make you more valuable as a candidate.Data Scientist Resume — Skills Section ExampleProgramming Language: Python, C++, RData Visualization: Tableau, Power BICommunication skills: Presentation, Public Speaking 6. Work Experience The experience section is definitive proof of your suitability and qualifications for the role, especially for a senior data scientist resume. Include your previous organizations' names, job titles, brief descriptions of responsibilities, achievements, and employment period in your data scientist resume. Data Scientist Resume — Work Experience Section Example Junior Data Scientist,XYZ Inc., Jan. 2012 - Apr. 2019 Enhanced data mining processes, reducing the time required to extract actionable insights from customer data by 27%, enabling faster development of targeted marketing campaigns and strategies.Collaborated with cross-functional teams to design and implement predictive models, improving decision-making in customer segmentation and campaign optimization.Utilized statistical analysis and machine learning techniques to identify trends and patterns, driving data-driven strategies for customer engagement and retention.Developed and maintained dashboards for real-time data monitoring, providing key stakeholders with timely insights to support business objectives. 📚 Further reading: Data Analyst vs Data Scientist: Which Career Is Right for You?7. Education Your education is formal proof of your skills and credentials; this is especially crucial if you're building a data science student resume, a data science intern resume, a data science fresher resume, or a data science resume with no experience.Combined with experience (if any), it can make an entry-level data scientist resume look even better.💡 Pro Tip:Include your school, degree, major, coursework, year of graduation, honors and awards, GPA, and extracurricular activities (if applicable).Want to get into data science? Read this article —How to Get Into Data Science: Skills Tools to Learn, Career Options, Salary Guide 2025. 8. Additional Information: Certification Although your data science skills are mainly attested by the projects you have done and/or your previous work experience, there are data science certifications that can help you stick out from the crowd. Including certifications can help improve your data science resume. Some certificates that you can consider are:Microsoft Certified: Azure Data Scientist AssociateSAS Certified Data ScientistOpen Certified Data Scienti st (Open CDS)Data Science Council of America📚 Further reading: Data Scientist vs Data Engineer: What’s the Right Career Choice for You?Extra Tips for Writing The Best Data Science ResumeTip 1—Customize the resume for data scientist positions:You shouldn’t use the same resume for every application, even if the positions are of equal standing. Adjust your data scientist resume accordingly to the job description to exclude irrelevant details.Tip 2—Quantify results in your data science resume:Use numbers and statistics to show your achievements as a data scientist instead of putting them in a qualitative format to make your accomplishments seem more apparent and more convincing.Tip 3—Choose an ATS-friendly resume layout:No matter how pretty some fancy data science resume formats may be, it's best not to use them as applicant tracking software (ATS) cannot identify templates with too many visuals.Tip 4—Adopt resume action words (verbs):Action verbs can instantly provide information about you in an employer's mind.Tip 5—GitHub is your best friend:Your past projects are an asset as it's a testament to your data science skills; it lets the prospective employer know that you know what you're doing. Uploading your relevant projects to GitHub can strengthen a data science fresher resume or even a data science resume with no experience.6 Data Scientist Resume Templates Samples1)Entry Level Data Scientist Resume Sample MELANIE [email protected] | 555 5555 5555 | Rochester, NY Detail-oriented data science graduate with a strong foundation in data analysis, seeking to leverage technical expertise to make data-driven decisions. SUMMARY Entry level data scientist with experience in data visualization software and programming languages. Successfully finished projects in data mining and machine learning techniques. Holds certifications from IBM and Microsoft. Skilled in acquiring actionable insights to support data-based decisions. TECHNICAL SKILLS Data Visualization: Tableau, Power BProgramming Languages: Python, SQL, RDatabases: MySQL, SQLiteNatural Language ProcessingData Wrangling PROFESSIONAL EXPERIENCEData Science Intern,The Retail Place, New York,June 2022 - June 2024Collaborated with cross-functional teams to build predictive models for customer attrition analysis using logistic regression.Analyzed customer data using SQL to inform decisions that reduce customer churn.Designed visualizations in Tableau to track customer trends and allow monitoring in real time.PROJECTS Retail Sales Projections(2024) Developed and executed a forecasting model to project monthly retail sales, using SARIMA in Python.Created detailed data visualizations predicting sales trends and projections.Presented actionable insights to enhance inventory planning. Real Estate Prices Predictive Modeling (2023) Created a machine learning model to predict housing prices based on conditions like location and size.Used Polars to preprocess data and address missing values and outliers. Product Recommendation System (2023) Created a filter-based system to recommend products based on shopping cart item similarities and user demographics.Used hyperparameter tweaking and data preprocessing to improve algorithm efficiency and accuracy. EDUCATION Bachelor of Science in Data ScienceVassar College, New YorkSept. 2018-June 2022 CERTIFICATIONS IBM Data Science Professional Certificate (2022)Azure AI Fundamentals (2023) 2) Mid-Level Data Scientist Resume Sample Elena Merril [email protected]989 989 9888Rochester, NYData scientist with 5 years of experience developing data integration for large healthcare corporations. Successfully implemented predictive models to identify high-risk patients and improve post-surgical outcomes. Collaborated with healthcare administration and data science teams to meet project goals. Professional Experience Data Scientist,RealHealth Data, Phoenix, AZ,May 2019 - January 2023 Developed and implemented predictive models using logistic regression to identify high-risk patients and reduce post-surgical readmission by 17%.Used Cloud platforms including Vertex AI to monitor patient health trends.Conducted A/B testing for a variety of patient compliance projects like appointment reminders.Maintained patient confidentiality and ensured compliance with regulatory healthcare privacy standards. Data Science Intern,My Health Data, Phoenix, AZ,July 2017 - April 2019 Performed sentiment analysis on patient satisfaction using survey data, creating actionable insights to improve patient fulfillment.Assisted data science team in automating data cleaning pipeline for patient health data.Developed data dashboards in Tableau to visualize patient outcomes and resource management. Key Skills Python, SQL, RData visualization, including Tableau and Power BICloud computing, including Hadoop and SparkMachine learning Certifications Certified Analytics Professional (2020) Education Master’s in Machine LearningArizona Western College, AZSeptember 2017 - June 2019 Bachelor’s in Applied Computer ScienceUniversity of Michigan, MISeptember 2013 - June 2017 3) Senior Data Scientist Resume Sample JACOB [email protected] | 543 543 5435 | Tampa, FL SUMMARYResults-driven senior data scientist with over 10 years of experience in improving business outcomes using statistical analysis and machine learning. Expertise in natural language processing and predictive modeling. Implemented a customer segmentation and personalized marketing optimization project using insights from consumer data. Experienced in leading cross-functional teams and mentoring junior data scientists. PROFESSIONAL EXPERIENCE SENIOR DATA SCIENTISTCustomerWise, Tallahassee, FLMarch 2017 - August 2022 Designed and scaled data pipelines to analyze consumer transaction data using Hadoop.Designed product recommendations algorithm for a major retail brand that increased sales by 14%.Created and presented data visualizations and recommendations to relevant stakeholders.Participated in company mentoring program to coach 6 junior data scientists by offering feedback and guidance, nourishing a culture of collaboration. DATA SCIENTISTRealtime Data, Denver, COSeptember 2014 - February 2017 Optimized marketing campaigns through customer segmentation models, leading to higher conversion rates.Performed sentiment analysis on social media engagement using NLP techniques.Collaborated with marketing team to conduct A/B testing of email marketing campaigns and analyze customer engagement metrics. JUNIOR DATA SCIENTISTDataMine, Denver, COMarch 2012 - July 2014 Preprocessed consumer telecommunications data using data cleaning and reduction.Collaborated with cross-functional teams on the development of machine learning models for predicting customer churn.Prepared data reports and presentations for senior data team meetings. TECHNICAL SKILLS Machine learningData visualizationData engineeringProgramming languages EDUCATION MASTER’S IN DATA ENGINEERINGNorthwestern University, ILJanuary 2015 - December 2016 BACHELOR’S IN DATA SCIENCEUniversity of Chicago, ILSeptember 2007 - June 2011 CERTIFICATIONS Open CDSSAS Certified Data ScientistTensorFlow Developer Certificate 4) Python Data Scientist Resume Sample SAUL [email protected] | 123 123 1234 | Houston, TX SUMMARYData scientist with 6+ years of experience leveraging Python to optimize data-driven decisions. Proficient in Python for machine learning and data analysis. Experienced in using big data tools, including Apache and Hadoop, to handle large datasets. Expertise in designing predictive models and automating workflows. TECHNICAL SKILLS Python, SQLHadoop, ApacheTableau, MatplotlibMachine learningGoogle Cloud WORK EXPERIENCE DATA SCIENTISTThe Data Place, Houston, TXJanuary 2021 - May 2024 Used Python to develop a fraud detection system that reduced fraud-related financial losses by 22% over 3 years.Designed interactive dashboards on Tableau to visualize sales trends and predictive modeling for company stakeholders.Automated data preprocessing pipelines using SQL. DATA ANALYSTDefine Data, Austin, TXAugust 2018 - November 2020 Implemented time series forecasting models using Python for inventory management, reducing inventory shortages.Conducted EDA and created visualizations to demonstrate findings for key strategic management. JUNIOR DATA SCIENTISTThe Big Data Company, Little Rock, ARMarch 2017 - June 2018 Developed Python scripts using Pandas to preprocess datasets and reduce inconsistencies.Built a linear regression model to predict sales trends, reducing prediction error by 15% during model testing.Collaborated with senior data scientists to automate data extraction and transformation workflows. CERTIFICATION Certified Associate Python Programmer (2018) EDUCATION BACHELOR’S OF SCIENCE IN DATA SCIENCEUniversity of ArkansasSeptember 2012 - December 20165) NLP Data Scientist Resume Sample ISAAC [email protected] | 123 456 7890 | Portland, OR SUMMARYData scientist with over 6 years of experience in Natural Language Processing (NLP). Expertise in sentiment analysis and language modeling solutions. Proficient in transformer models and data preprocessing. Led cross-functional teams to deliver actionable insights and NLP recommendations. KEY SKILLS NLP Tools: Hugging Face Transformers, GensimProgramming languages: SQL, R, PythonMachine learning: TensorFlow, PyTorchData Visualization: Matplotlib, PlotlyCloud Platform: Google Cloud, AWS PROFESSIONAL EXPERIENCE LEAD NLP DATA SCIENTISTLinked Science, Portland, ORJuly 2020 - October 2024 Built a sentiment analysis model to measure product reviews on major retail sites.Implemented topic modeling with LDA to analyze customer feedback and better inform marketing strategies.Used BERT to create a text classification model aimed at identifying customer requests in support tickets, reducing issue resolution time by 20%.Set up NLP models using Docker and AWS SageMaker to handle large-scale data and deliver results in real time. DATA ANALYSTLoosely Data, Portland, ORFebruary 2018 - June 2020 Conducted EDA on customer data and applied keyword extraction algorithms to identify trends.Used Python to automate the process of extracting business insights from customer chat logs.Presented text analytics findings and data visualizations at stakeholder meetings. EDUCATION MASTER OF SCIENCE IN DATA SCIENCEPortland State University, ORSeptember 2018 - June 2020 BACHELOR OF SCIENCE IN DATA ENGINEERINGUniversity of Washington, Seattle, WASeptember 2014 - June 20186)Associate Data Scientist Resume Sample JAMES [email protected] | 222 222 2222 | Baltimore, MD SUMMARYInnovative associate data scientist with a foundation in data analysis, predictive modeling, and machine learning. Skilled in transforming and cleaning raw data and implementing machine learning algorithms to resolve business challenges. Experienced in programming languages and cloud technologies. WORK EXPERIENCE ASSOCIATE DATA SCIENTISTDataSetting, Baltimore, MDJuly 2019 - November 2022 Performed feature extraction and data preprocessing on datasets to enhance model performance.Built and deployed machine learning models to refine marketing strategies, boosting customer engagement by 20%.Conducted A/B experiments to evaluate the impact of new features, improving conversion rates. ASSOCIATE DATA SCIENTISTGood Retail Data, Baltimore, MDMarch 2017 - May 2019 Improved customer retention by 13% over years by applying machine learning models to predict customer churn.Cleaned, preprocessed, and analyzed large datasets using Python and SQL.Developed and implemented predictive models for sales forecasting using time series analysis. DATA ANALYST INTERNLearn Data Science, Philadelphia, PAApril 2016 - January 2017 Performed exploratory data analysis and model development using Python.Collaborated with data engineers to create predictive models and automate data pipelines in AWS.Used Tableau to create interactive data visualizations and reports for key stakeholders. TECHNICAL SKILLS Machine learningQuery Languages: Python, SQLLibraries: Scikit-learn, TensorFlowTools: Jupyter, PyCharm, Excel, TableauDatabases: SQL Server, MySQL CERTIFICATIONS AWS Certified Solutions Architect (2020)Data Science Professional Certificate, Coursera (2019) EDUCATION BACHELOR OF SCIENCE IN COMPUTER SCIENCEUniversity of Pennsylvania, Philadelphia, PASeptember 2012 - June 2016Want to write a data scientist cover letter? Check out this article of ours.Key TakeawaysWhen writing a data scientist resume, it's important to tailor it to each specific role, highlighting relevant skills and experiences that align with the job description. Showcase key technical skills such as Python, R, SQL, and machine learning frameworks, along with data visualization tools. Quantify the impact of your work with metrics, like "improved customer retention by 15%," to demonstrate your contributions. Focus on how your work solved business problems and drove decisions, and use strong action verbs like "developed" and "analyzed" to describe your achievements. Highlight continuous learning by listing certifications or relevant courses, and keep your resume concise—one to two pages of impactful information. Finally, balance technical skills with soft skills like teamwork and communication, as they are crucial for effectively collaborating and presenting insights. Remember, your resume is an opportunity to showcase your unique value, so be confident and emphasize how your skills can contribute to business success. You’ve got this! Cake provides the right data scientist resume templates formats for data scientist to showcase their skills and experiences. Sign up to create the best data scientist resume with our online resume builderfor free!Try It Out— Written by Patricia Rosita Tiffany Quinn —

Created by CakeIn this article, you will learn about:How to write a great machine learning engineerresume?What is a good machine learning resume objective?How to write a professional machine learning engineersummary?What are key skills for a machine learning engineer resume?How to write a machine learning resume with no experience?Machine learning engineer resume sampleAs our world becomes more advanced with the development of technology and data, machine learning engineer jobs become a hot commodity. As a machine learning engineer, you will be collaborating with data scientists and other engineers, within the artificial intelligence industry, in bringing models and ideas to life. You will be creating the learning systems to allow models to function following given operations. With so much collaboration between the machine learning engineer and data scientist, the two roles might seem highly similar. However, a data scientist is the one who analyzes and researches the data and statistics for the machine learning engineer to write programs. If you aspire to have hands-on work within the artificial intelligence field and have a strong passion for working with software and modeling, you will be suitable for a machine learning engineer job. To start a career as a machine learning engineer and partner with data scientists, you will need to create a professional machine learning engineer resume.How to write a great machine learning engineerresume?💡Adopt an ATS-friendly format for your ML engineer resume. Make your machine learning engineer resume suitable for the ATS on the employer’s side to raise your chances of moving through to the next round. Make sure your ML engineer resume has a simple, clean layout with organized section labels. 💡 Refer to online machine learning engineer resume templates. Examples allow you to learn from the good and the bad, which is also very beneficial when designing your machine learning engineer resume. 💡 Tailor your machine learning developer resume and include keywords. As an ML engineer writes algorithms based on the data given for a specific task, you will want to design your machine learning engineer resume based on the job description of a particular engineer position. Carefully review the job description to decide whether you should create an AI engineer resume, ML engineer resume, deep learning engineer resume, NLP engineer resume, etc.✏️Note: The feature that differentiates a machine learning engineer resume from a machine learning engineer CV is the content. An ML engineer resume will be tailored to a role, while a machine learning CV is usually an outline of all your work accomplishments and educational background. 💡 Improve your resume for a machine learning engineer by adding numbers. When working with artificial intelligence, you will need to be comfortable with numbers. Show the employer quantitative achievements in your machine learning engineer resume, such as the percentage of successes of past projects or the size of the team you worked with or managed. 💡 Save your machine learning engineer resume as a PDF file. Keeping your machine learning engineer resume as a PDF file, the recommended format, can become a lifesaver as it can guarantee that your resume will look exactly how you want it once it gets into the employer’s side.What is a good machine learning resume objective?The objective statement for your machine learning engineer resume is where the employer can gain a sense of who you are and what your career goals are within the AI field. 1. Emphasize at least two to three of your attributes and skills in the objective of your machine learning engineer resume. 2. Wrap up the objective of your machine learning engineer resume with what your goals are if granted the ML engineer role. 3. Feature the job position and the company that you are applying to in the objective of your machine learning engineer resume. Career Objective for a Machine Learning Engineer Examples: Analytical machine learning engineer intern experienced working with language programming, Linux systems, and deep learning frameworks. Eager to join Icreon as a machine learning engineer to run more advanced experiments.Driven machine learning engineer graduate skilled with software engineering and dynamic programming. Seeking a machine learning position at TechX to strengthen and grow experience with programming machines.Passionate machine learning engineer proficient in developing AI solutions for medical products. Looking to join MedsAI as an ML engineer to contribute to further medical AI research and prototyping. How to write amachine learning engineer resume summary?The summary statement for your machine learning engineer resume is where the employer can discover your proficiencies and experience. 1. Start your machine learning engineer resume summary with a noteworthy description or your job title. 2. Fill the majority of your machine learning engineer resume summary with striking ML engineer-related skills and experience. 3. Wrap up your machine learning engineer resume summary with additional information, such as certifications, awards, or extra knowledge. Machine Learning Engineer Resume Summary Examples: Goal-driven machine learning engineer with 4+ years of experience producing machine learning solutions based on predictive modeling. Proficient with machine learning technologies, such as TensorFlow, Scikit-learn, etc.Attentive machine learning engineer with 5+ years of experience designing analysis systems from large, complex datasets. Skilled in natural language processing and data modeling.Multifaceted machine learning engineer with 7+ years of programming experience using Python, Java, SQL, C++, etc. Expert in data analysis, software development, and data visualization. What are key skills for a machine learning engineer resume?The skills part of your machine learning engineer resume is where you provide a list of knowledge that can support your work as a machine learning engineer. 4 ways to present your skills on a machine learning engineer resume: 1. Simple bulletsPROS: a clear list of your skills.CONS: no details provided to show how you use the skills.2. Expanded bullets PROS: a clear list of your skills with details.CONS: allows only up to 5 skills.3. Skills integrated with work experience bullets PROS: provides thoroughly detailed explanations of how your skills are applied.CONS: not suitable for people that are writing machine learning engineer fresher resumes.4. A categorized skill sectionPROS: effectively shows a wide range of skills orderly.CONS: no details to show how the skills can be applied at work. Tips for writing a machine learning skills resume effectively: 1. Highlight the list of skills if you are creating a machine learning engineer fresher resume and don’t focus on your skills if you plan to develop an experienced machine learning engineer resume. 2. Include soft skills in your machine learning engineer resume rather than just focusing on the technical proficiencies. 3. Referring back to the ML engineer job requirements when listing skills for your machine learning engineer resume. Machine Learning Resume Skills Examples:Hard skills:Predictive AnalysisSpeech RecognitionTraining MentoringStatistical ModelingApplied MathematicsSoft skills:Problem SolvingTeamworkCommunicationCritical ThinkingAnalyticalWith Cake, you can easily create anoffice clerk resume online, free download your resume in PDF format, and utilize ATS-compliant templates. Land your dream job, create your office clerkresume online (free download) now!Create ResumeHow to write amachine learningresume with no experience?✅ 1. Choose a suitable resume format for your machine learning engineer resume. chronologicalresume formatfunctional resume formatcombinational resume format ✅ 2. Write a career objective suitable for the ML engineer position. With the addition of an objective statement in your machine learning engineer resume, you will be able to display to the employer how you are well-fitted for the ML engineer position. ✅ 3.Highlight your education in your machine learning engineer fresher resume. With many technical strategies and aspects to learn, you will want to prove to the employer that you can take on the ML engineer role by starring your education accomplishments. ✅ 4.Include your ML engineer portfolio or any related side projects. Additional information like these helps enhance your machine learning engineer resume while also showing the hiring manager your dedication to the ML role. ✅ 5.Write a sincere cover letter to pair with your machine learning engineer resume. Use your chance to elaborate more on your past accomplishments and experience by composing a cover letter to submit along with your machine learning engineer resume.Machine learning engineerresume sampleDavis Reed Professional Machine Learning Engineer Dedicated to Optimizing Models and Systems 555 Mille Ave., Pittsburgh, PA 15213(132)-155-3322[email protected]linkedin.com/in/dreed Summary Goal-driven machine learning engineer with 4+ years of experience producing machine learning solutions based on predictive modeling. Proficient with machine learning technologies, such as TensorFlow, Scikit-learn, etc. Work Experience ML Engineer Anther ScienceJun 2016 - Dec 2021 Enhanced algorithms by studying and adjusting parameters, which led to an improvement value of 93.47%.Created and finalized 15+ machine learning solutions for prediction.Led a team of 25 machine learning engineers to earn 5+ patents in a year. ML Engineer Intern Anther ScienceMay 2015 - May 2016 Developed versions of different models simulating real-world solutions as prototyping for a team of 20 machine learning engineers.Collaborated with machine learning engineers to test infrastructures and search for solutions for the final version.Researched and built strategies for Anther Science’s future systems to find other techniques and solutions. SkillsHard Skills:Data StructuresSystem DesignML AlgorithmsDynamic ProgrammingPredictive ModelingPythonSQLJavaApplied MathematicsML InfrastructuresSoft Skills:CommunicationProblem SolvingCritical ThinkingTime ManagementAdaptableCreativityConflict ResolutionJudgmentEthicalEmpathy Education B.S. in Artificial IntelligenceCarnegie Mellon University 2013 - 2017 Minor in Machine Learning CertificationProfessional Machine Learning Engineer (Google Cloud), 2018 --- Originally written by Jessica Sun---

Created by CakeA profession in Information Technology (IT) requires you to work with computer-based information. You will be required to get familiar with various network applications, softwares and computer hardwares. Morespecifically, IT jobs could relate to designing, maintaining and operating various ITproducts like websites, softwares or hardwares and will work together with any businesses or organizations that requires the uses of these technologies.Some of the duties of anITprofessional include:Installing and upgrading IT componentsSetting up softwares, applications and hardwaresAssisting clients with network administrationResolving IT issues for clientsReview the performance and functionality of ITsystemsPerform IT security measuresSupport company/client staff with troubleshooting IT problemsSigning into the IT world would bring you to the digital business world and opening the door to it would require you to register with a brand new, fresh and interesting IT resume. Whether you are going to write an experienced IT professional resume or an IT resume for beginners, Cake has your back and is ready to help you apply for any IT job you are looking for. Before diving deeper into the world of IT resumes, it is important for you to be in the right place to build the right resume for an IT job or resume for a computer science job! Although both of them might share similar skill sets, it is better to double-check which direction you are going for, whether it is building digital systems and managing information for a business or developing and programming new applications. If you are on the latter side, be sure to check how to write a Computer Science Resume with Cake as well! Now signing back into the IT world, you are finally ready to write an Information Technology resume. Like its name, you are expected to not only know about the technology, but also be able to handle and control the information you are given in the company, and keep it safe and sound with the digital security you develop or manage. Thinking about how confusing it is to write your IT career goals and IT work experiences together? This article will help you decode the secrets of the best IT resume you could ever make!Here are some steps to help you with your IT resume:Step 1: Know what an information technology (IT) resume looks like.Step 2: Choose the right information technology (IT) resume format.Step 3: Properly introduce yourself. Step 4: Create an intriguing resume title. Step 5: Craft a professional IT resume summary or IT career objective. Step 6: Include an IT skills list. Step 7: Beef up your information technology (IT) resume. Step 8: List IT educational qualifications and background. Step 9: Add an extra section to highlight personal traits or achievements. Step 10: Craft a convincing IT cover letter for your IT resume.Information Technology (IT) Resume Sample Step 1: Know what an information technology (IT) resume looks like.An IT fresh graduate might be confused about how to write a proper IT resume. Like a CV, a resume is a compilation of your personal information, headline, goals, work experiences, and skills. While a CV is intended for academic purposes, an IT resume more often serves as a job application requirement. How long should a resume be? A resume should be simple in everything, whether it is design or information. A resume’s length shouldn’t be more than 1 page, especially if you are an IT fresher or student with less than 7 years of experience. A resume document must be brief and concise, so if you have a resume with more than one page, you may want to consider reviewing and removing unnecessary details.What is the best font to use in a resume? A modern IT resume would prefer minimalistic fonts, such as Arial or Cambria. A recommended font size for section titles and headers is around 14-16pt and 11-12pt for its content.What is the standard margin for a resume? A standard resume margin is one-inch for each side. If you need some space to fill in more information, you can reduce the space, but make sure that it is not less than half an inch. If the margin around your IT resume is too small, it means your resume is too crowded and it would be hard to read.What spacing should a resume be in? A generous white spacing looks neat. Single spacing would help ATS to easily identify your resume in a group of other digital IT resumes, but double spacing would help the HR manager to easily identify your skills and experiences in a hard copy IT resume. What format should a resume be in, Word or PDF? To avoid getting copied or manipulated, always save your resume in PDF format. Putting your resume in a PDF format would help you to keep your format the same in any kind of application or devices used to open it. However, that is not the case with Word formats as it might alter your format according to the Word program’s edition or devices used to open the file. Word format resumes should only be used when required specifically for the application.Step 2: Choose the right information technology (IT) resume format.Building the best IT resume would be nothing without the right format, and it depends on what kind of IT resume you are aiming for. Here are three common resume formats that you might want to consider before building an IT resume that you want!Chronological resume format A resume format presenting the history of your work or organizational experiences from the earliest to the latest, or vice versa. For those of you who are aiming to write an IT manager resume or a more experienced IT resume, this format would show your work experiences in the IT world best.Functional resume format A resume format focusing more on professional skills and experiences related to it. If you are a fresh graduate with limited work experience in IT, this could be the right format for you to showcase the IT skills you still freshly remember from your degree.Hybrid resume format A resume format combining both chronological and functional resumes. A higher IT position you are aiming for would require you to highlight both your skills and work achievements at the same time. Step 3: Properly introduce yourself.An IT resume would be your first step to greet your dream job, so it would require you to introduce yourself before the recruiters can get to know you even more.In your introduction, don’t forget to add your:Full namemail addressPhone number.Some other optional information that you can include is your:AddressLinkedIn URLPersonal website (if you have one) ⚠️It is NOT recommended for you to add your date of birth, sexual orientation, religion or belief, marital status and dependency, and your expected / current salary, as this information might trigger discrimination and are even prohibited by law in some countries. Step 4: Create an intriguing resume title.A title is more than just an introduction to yourself, but it is a catchphrase that helps you attract the HR manager to read further on your IT resume in just a short 5 seconds. Make a bold, strong, and simple one-line catchphrase with a maximum of 10 words, filling it with your career history, personality, skills and qualifications.Examples of IT resume titles:Independent Computer Science Fresh graduate Proficient in PHP and JavascriptCompTIA A+ certified IT Support Technician with 2 Years of ExperienceSkilled Network Architect Experienced in Major Hospital Private Cloud Infrastructure Step 5: Craft a professional IT resume summary or IT career objective.An IT resume summary or IT resume objective could be said as an extension of your IT resume title. As it must be strong and bold like the title too, you can discuss more of your IT expertise in the field, and reasons why you want to apply to that particular IT position. An IT resume summary would be packed with more experiences from the previous jobs, and an IT career objective would be more directed with the goals you want to achieve in the future company you are applying to. An IT fresh graduate who is looking to write a beginner IT resume can opt for an IT career objective. A general resume summary for IT professionals or IT career objective would be around 2-3 sentences, with a maximum of 50 words. Examples of IT career objective or IT resume summary:"Dedicated network administrator with 7+ years experience in designing and installing networks of 150+ Cisco devices for 200+ clients. Managed to improve Windows performance by 20% via monitoring and lowering 27% of network vulnerabilities.""Senior Network Administrator with 4+ years experience in maintaining advanced medical network problems and coordinating system configuration. Helped with two major hospitals in conducting system repairs and troubleshooting.""Results-driven IT Project Manager with 10+ experiences of building a strong track record of new IT systems and services implementation. Offering junior project managers mentoring, communication talents, and project management."Examples of IT career objective:Passionate IT fresh graduate expertise in LAN and WAN infrastructure. Hoping to establish and improve major network equipment in the medical area.Energetic and capable IT fresh graduate committed to performing any assigned tasks in a fast-paced IT environment. Hoping to help with identifying system performance and operational issues.Resourceful Technical Support Specialist with 2+ years experience in helping customers with software and hardware issues in electronic stores. Seeking to educate more customers in recent IT world trends.Step 6: Include an IT skills list.The IT world is all about your IT skills and techniques, and this is where the IT skills list would play a big role in. There are different types of skill-listing formats that show certain features of your skills. The most common one would be a bullet list, but if you have specific achievements related to some lists, you can always opt for expanded bullet lists. An IT manager resume or any kind of higher IT related positions might let you put in your skill list inside the Work Experience session too. If you are still confused with all of these, you can always go back to the basics and write a simple bullet list of skills you are really good at!Examples of skills to put in an IT professional resume:✅Hard skillsLanguages and PlatformsOS: Windows, Linux, MacOSIDE: Eclipse, NetBeansIDECSS, HTML, JavaScriptCopywritingSocial MediaComputer TroubleshootingPhoto EditingVideo EditingCloud Distributed Computing✅Soft skillsCommunicationTime ManagementUpdate and Continue to be relevantAttention to DetailsProblem SolvingDetail-orientedCreativityAttention to DetailsTeamworkDecision-making ✅OthersLeadershipConflict ManagementSelf-managementOrganizationLogical thinkingBrainstormingServer MaintenanceBusiness and Data AnalysisMachine LearningBlockchainCake provides the best IT resume templates examples for talents to demonstrate your qualifications. Let us help you land the dream with a strong IT resume (free download)!Create Resume Step 7: Beef up your information technology (IT) resume.Although IT skills set are considered important, listing down and explaining your work experiences could be the secret to your successful IT resume. Writing down an IT work experience doesn’t mean only writing down your current company’s name and how long you have been there, but the more achievements and things you have done in the company listed, the more effective your work experience will be. There are 5 essential elements of the “Work Experience” section that couldn't be missed out:Titles of your current/previous jobsNames of companies/organizations where you made your “achievements”Locations of the companies/organizationsEmployment period for each job roleBrief descriptions of achievements or skills you have shown throughout your time in that working experience Making a perfect IT work experience session would be hard, whether it is because you have too little or too many on your plate. Here are 3 tipsto make the Work Experience session neater and closer to perfect:List down only the most recent experiences which are relevant to the job.Add your achievements and illustrate them with quantifiable results.Always start with resume action verbs for the descriptions. ✨ Want to know more specifically how to write the IT Work Experiences section of your IT resume? Here are some examples of how to put in your work experiences and accomplishments in the right place.IT Support Analyst CCC GroupMay 2018 – Present Provided IT online technical support advice to 500+ IT users in 2 years.Gained 78% of consumer satisfaction. IT Consultant DDD CorporationJune 2017 – April 2018 Helped 2 start-ups in Taiwan to build their own IT systems for online customer acquisition.Successfully worked on 32 IT set-ups projects in a year.Step 8: List IT educational qualifications and background. After learning about the colorful and high expectations people put in your work experiences, you must be confused when thinking that you are just a fresh graduate who expects to write an entry-level IT resume with no experience at all. This is where your latest IT educational qualifications and background play in the role. Like its name, the “Education” section is created to show off your degrees and experiences you gained in school at its best performance. 5 essential elements of the education section:Degree(s)Major(s)Year of graduationName of schoolHonors and Awards (If applicable) 💡 Reminder: An entry-level IT resume and an experienced IT professional resume would require two different placements of education sections! If you are seeking to write an IT student resume, it would be highly suggested to put your educational section before your work experiences.If you have enough working experience, you may do otherwise.If you have graduated and started your career a couple of years earlier, it is highly suggested to put your educational section after your work experience section. HR managers prefer to read most of your experiences in the short period of time they use to scan your resume! Writing an educational section is undeniably one of the easiest parts of writing your resume, but also could be a tricky part at the same time. Tips to write different degrees depending on certain situations:✨Always write the latest update of your highest attained degree. If it happens to be your high school degree, you are allowed to do so. However, you can also stop using your high school information once you have started in another higher education or attain more working experience. Example:University Highschool (CA, U.S.)2015 – 2019 GPA: 3.8 / 4.0Honors and awards: Outstanding Community Service AwardExtracurricular activities:- Coding Club- International Volunteer Club ✨When you are still completing your degree and want to write an IT intern resume or a resume for IT fresher, you may include your college degree from this point on. An education in progress could be identified as expected to graduate in ___ or in progress.Example:B.Sc. CS (in progress) California Institute of Technology (Caltech) – Pasadena, U.S. Latest GPA: 3.96 / 4.3Research: "2020 Summer Undergraduate Research Fellowships" ✨ If you were unable to complete your education, you can still still write it down on your resume. An unfinished education can be written by the institution’s name and point to the start and end dates. Adding in the number of credits and things you have learned in bullet points would give a certain assurance that you are still capable of doing the job. At this moment, your high school information should be added under the unfinished degree if you don’t have any other educational credential.Example:University of Amsterdam2017 – 2019Completed 35 credits toward B.S. in Computer ScienceClusius College, Amsterdam2014 – 2017 Step 9: Add an extra section to highlight personal traits or achievements.An IT resume you are going to write should be everything about your work experience and skills, but if you have certain achievements and IT certifications you have gained, this is the right section for you that you can customize accordingly.5 additional pieces of information that you can add to decorate your new IT resume a little bit:Hobbies and interestsVolunteer workCertifications and awardsProjectsReferences One thing to remember when writing this special section is: This is an optional section and you don’t need to write everything into an IT resume. And always, only write the ones that are relevant to your IT experiences and skills. If swimming is your hobby, you don’t need to write it down in the resume, but if your hobby is learning new different coding languages, this should definitely be pointed out. If you have done volunteer work for community service in local villages, this also wouldn’t be necessary to add, but if you have helped with an IT summer camp in your university, this should definitely also be pointed out! Step 10: Craft a convincing IT cover letter for your IT resume.Most mistakes done by beginner job seekers are by not adding any cover letter along with an IT resume. Thinking that your IT background and IT skills only are enough is definitely a wrong move. Therefore, it is always best for you to write down a cover letter that is customized according to the IT job position you want and tailors them only to the needs that the company is looking for. Here are some details that you need to add to your IT cover letter: Contact details: On the very top of your cover letter, include a full name, mobile number, email address, and address (optional). You may add some personal portfolio websites like LinkedIn, Cake or personal websites you previously built.Introduction: Give a proper greeting toward the hiring manager by mentioning the right name respectively!Motivation: Explain the reason why you want to apply for this job, but keep your motivation short and bold so it won’t be looking like you are making it up. Try to present a deeper understanding about the company you are applying to and as well as their products to give some bonus points.Qualification: Show off some of the qualities and skills you presented in your resume in deeper context, and write down your experiences and achievements related to those skills.Closing: Proper greetings must be ended with proper endings. Always present your gratitude for the hiring manager for spending some time reading your IT cover letter. Also, mention that you have attached an IT resume along with your letter to make sure that the hiring manager reads both documents! 💡 Tip:Keeping your IT cover letter in one page would be the most ideal length of every cover letter! Therefore, the hiring manager would be glad to grasp the ideas you want to present quickly too!Information Technology (IT) Resume Sample David Johnson Goal-getter CCT Certified Fresh Graduate San Francisco, U.S.+12345678910 Professional Summary Enthusiastic network development learner with 1-year IT internship experience in a leading IT company. Demonstrated perfect understanding of Cisco Unified Computing systems. Looking to help on the data center system foundation of a company for system efficiency and credibility. Work Experience IT Department Intern Techco.Inc January 2021 – Present Built a new Cisco Data Center System for the company with a resulting of 78% usage efficiency.Introduced self-made data management system for the Social Media team and successfully increased online sales by 20% in 3 months. Cloud Developer Intern  Digitech.Inc June 2020 – December 2020 Completed Microsoft 365 Fundamentals.Assisted in solving 2 major cloud-management problems encountered by customer support cases and gained 40% customers satisfactory. Education B.Sc. CS (September 2017 – June 2021) Georgia Institute of Technology – Atlanta, U.S GPA: 4 / 4.3Vice President of GIT Coding ClubData Analytic Teaching Assistant Skills CSS, HTML, JavascriptSwift, Python, Perl, XMLBlockchainHardware ReparationDigital CommunicationDiagnosticsPresentation skillsVerbal communicationConstructive feedbackCopywriting Certifications Cisco Certified Technician (CCT)Microsoft 365 Fundamentals 🔑 Key Takeaways:And now, you are finally done learning how to make an IT resume that would fit for your start of an IT career or for a higher level of IT position you want to achieve. If you are still confused on how to make an IT resume, there are always some online resume builders that provide the right IT resume examples and IT resume templates that help you to write the resumes easily.You have successfully installed the IT resume knowledge for your IT career ahead. Good luck!--- Originally written by Janette Williams ---