1 month ago
Taiwan (city not specified)Mid Level
Responsibilities
- Collaborate with data scientists, ML engineers, software developers, and cross-functional stakeholders.
- Drive AI solution development from data collection and exploration through feature engineering, model evaluation, and error analysis.
- Manage the lifecycle and production validity of machine learning models.
- Develop AI/ML algorithms to optimize manufacturing processes and improve productivity and work quality.
- Design and implement scalable AI platforms and full-stack technology solutions.
- Develop automation, tools, and microservices to extend platform capabilities.
- Operate and maintain highly available AI platforms while measuring quality and meeting SLOs and SLAs.
- Manage container-based workloads and high-volume data environments such as Kubernetes.
- Explain AI/ML models and communicate results to internal customers and domain users.
Requirements
- Bachelor’s degree or above in a relevant field such as Computer Science, Mathematics, Information Engineering, Industrial Engineering, or Statistics.
- Programming experience in Python, SAS, or MATLAB.
- Understanding of machine learning and deep learning frameworks or libraries.
- Familiarity with the ML lifecycle, MLOps, DevOps, SDLC methodologies, and CI/CD pipelines.
- Hands-on software development experience with general-purpose languages such as Java or Python, Web Services including RESTful and SOAP, and SQL.
- Experience managing containerized environments such as Kubernetes.
- Strong communication, collaboration, critical-thinking, problem-solving, attention-to-detail, and learning abilities.
Tech Stack
Categories
About TSMC
TSMC (Taiwan Semiconductor Manufacturing Company) is a pure-play semiconductor foundry that manufactures integrated circuits for fabless and systems companies on a contract basis. Founded in 1987 and headquartered in Hsinchu, Taiwan, it is the world’s largest chip foundry, with advanced process nodes and fabs in Taiwan and new facilities in Arizona and Japan. Its shares trade on the Taiwan Stock Exchange (2330) with ADRs on the NYSE (TSM).