SR. DATA SCIENTIST, ASSEMBLY & TEST
Core
Analyze semiconductor manufacturing data to detect anomalies and drive yield improvements; develop computer vision solutions for automated inspection and defect detection; build and productionize predictive models and analytical pipelines for high-volume manufacturing.
Role type
Senior IC data scientist (semiconductor manufacturing & computer vision)
Builds
Predictive models, robust analytical pipelines, and computer vision solutions for automated inspection
Domain
Semiconductor manufacturing / Yield management / Computer vision
Deliverable
production ML models
Required skills
Machine learning, advanced analytics, computer vision (image/video), predictive modeling, database management (relational, NoSQL, Snowflake), Generative AI/LLMs, software engineering (Git, DevOps, Agile)
Preferred skills
AI-assisted development tools, mentoring junior data scientists
Technologies
Snowflake, Git, DevOps, Copilot, coding assistants
Responsibilities
Analyze semiconductor manufacturing data (yield, defects, process) to detect anomalies and drive yield improvements; Develop computer vision solutions for image and video use cases (e.g., automated inspection and defect detection); Build and productionize predictive models and robust analytical pipelines for high-volume manufacturing; Apply AI, LLMs, and agentic AI to accelerate analytics and automate engineering tasks; Partner with cross-functional teams, communicate insights clearly, and mentor junior data scientists.