1. Conduct data collection, preprocessing, analysis, feature engineering, AI development, and deploy AI application services.
2. Utilize machine learning, generative AI, and data analytics technologies to design AI models for specific applications (e.g., robotics, healthcare, cybersecurity, energy, etc.) using unstructured data (e.g., videos, images, log data, human behavior, network traffic packets, etc.).
3. Optimize and integrate distributed training and large-scale AI model optimization tools and frameworks (e.g., Horovod, FairScale, DeepSpeed, etc.).
4. Collaborate with cross-functional teams to understand business requirements and propose solutions.
1. Master’s degree or above in Computer Science, Electrical Engineering, or related fields.
2. Strong foundation in probability, statistics, and data analysis; AI development experience or coursework in artificial intelligence, generative AI, deep learning, machine learning, parallel programming, search algorithms, or robotics is preferred.
3. Proficiency in Linux operating systems and AI development languages such as Python、PyTorch.
4. A background in mechanical or electrical control engineering is a plus.
ITRI is a world-leading applied technology research institute with more than 6,500 outstanding employees. Its mission is to drive industrial development, create economic value, and enhance social well-being through technology R&D. Founded in 1973, it pioneered in IC development and started to nurture new tech ventures and deliver its R&D results to industries. ITRI has set up and incubated companies such as TSMC, UMC, Taiwan Mask Corp., Epistar Corp., Mirle Automation Corp., and Taiwan Biomaterial Co.
Aiming to connect the global innovative technology ecosystem network and link Taiwan with the world, ITRI set up branch locations in the U.S., Japan, and Germany. By providing a global technology cooperation platform, ITRI is able to facilitate stronger and broader long-term partnerships and bilateral/multilateral collaborations among the international community.