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Established in 1987 and headquartered in Taiwan, TSMC pioneered the pure-play foundry business model with an exclusive focus on manufacturing its customers’ products. As of 2024, TSMC serves more than 500 customers and manufactures over 11,000 products for high-performance computing, smartphones, the Internet of Things (IoT), automotive, and digital consumer electronics. It is the world’s largest provider of logic ICs, with an annual capacity of 16 million 12-inch equivalent wafers. TSMC operates fabs in Taiwan as well as manufacturing subsidiaries in Washington State, Japan and China, and the Company began construction on a specialty technology fab in Dresden, Germany, in 2024. In Arizona, TSMC is building three fabs, with the first starting 4nm production in 2025, the second by 2028, and the third by the end of the decade. As an AI/ML Engineer, you will be a key member of a versatile team focusing on both algorithm development and platform implementation for TSMC’s RD, Fab, Business, IT, and Security functions to improve productivity and work quality. The role involves developing AI/ML solutions, implementing scalable platforms to support AI productionization, and maintaining the lifecycle of machine learning models. Responsibility:Common Responsibilities1. Collaborate with cross-functional teams of data scientists, ML engineers, and software developers. 2. Drive the complete AI solution development stages from data collection, exploration, and feature engineering to model evaluation and error analysis.3. Perform model lifecycle management to ensure the validity of models in production. 4. Exercise sound judgment in determining if business problems can be addressed through AI/ML and communicate results effectively to domain users. 5. Operate and maintain scalable, highly available AI platforms with continuous measurement and quality improvement to meet SLO/SLAs. Differentiated Responsibilities1. AI/ML Solution Development(1) Develop AI/ML algorithms that optimize manufacturing processes, improving productivity and work quality. (2) Explain AI/ML models to internal customers and conduct error analysis.2. AI Platform Development (1) Design and implement full tech stack solutions, including data-related technologies and AI platforms.(2) Develop tools, automation, and microservices to extend platform capabilities. (3) Manage container-based workloads and process high volumes of data in environments like Kubernetes.Additional information for the job: Job Location: Hsinchu Site, Taipei Office (Experienced only)On-call needs: On-call 1 week every 3 months The complete interview process includes:1. Manager interview2. Hackerrank test3. On-site personality and English test(which could be replaced if you have script of officially English test) 4. HR interview5. Second manager interview (Optional assessment)6. Technical review (Optional assessment)

Established in 1987 and headquartered in Taiwan, TSMC pioneered the pure-play foundry business model with an exclusive focus on manufacturing its customers’ products. As of 2024, TSMC serves more than 500 customers and manufactures over 11,000 products for high-performance computing, smartphones, the Internet of Things (IoT), automotive, and digital consumer electronics. It is the world’s largest provider of logic ICs, with an annual capacity of 16 million 12-inch equivalent wafers. TSMC operates fabs in Taiwan as well as manufacturing subsidiaries in Washington State, Japan and China, and the Company began construction on a specialty technology fab in Dresden, Germany, in 2024. In Arizona, TSMC is building three fabs, with the first starting 4nm production in 2025, the second by 2028, and the third by the end of the decade.As a platform engineer, you will focus on designing, implementing, and maintaining scalable features and services on the platform to support the productionization of applications that supportthe company’s RD/Fab/Business/IT/Security functions to improve the productivity and work quality. Responsibilities: Your responsibilities include:1. Automation and Scripting(1) Develop and maintain automation scripts for configuration, monitoring, and management using tools such as Ansible and Python.(2) Transform repeatable tasks into automation tools to streamline operations and maximize efficiency.(3) Implement Infrastructure as Code (IaC) to automate resource provisioning and CI/CD workflows. 2. Application Development (1) Develop scalable cloud-native microservice architectures for IT applications.(2) Develop state-of-the-art applications and refactor existing ones to improve performance and maintainability.(3) Apply software design principles, such as 12-factor app, to ensure sustainability and quality.(4) Write and implement tests (unit/feature/integration) to guarantee software integrity. 3. Monitoring and Troubleshooting (1) Implement monitoring solutions to proactively identify and resolve network and application issues.(2) Conduct root cause analyses and apply corrective actions to troubleshoot technicalchallenges, including Linux-related systems and logs (e.g., Go code/log analysis).(3) Lead evaluation and adoption of new IT technologies for continuous improvement. 4. (Optional) Network Design and Management (1) Operate and manage network infrastructure, including LAN, WLAN, Firewall, and Proxy.(2) Design, implement, and manage scalable network architecture aligned with business goals and industry best practices. Additional information for the job: Job Location: Hsinchu Site, Taichung Site, Tainan Site, Taipei Office (Experienced Only)On-call needs: On-call 1 week every 3 months The complete interview process includes: 1. Manager interview2. Hackerrank test3. On-site personality and English test (which could be replaced if you have script of an official English test)4. HR interview5. Second manager interview (Optional assessment)6. Technical review (Optional assessment)