Senior Data Scientist
Core
Design and implement computer vision systems, deep learning models, and generative AI solutions for semiconductor manufacturing yield analysis, process optimization, and environmental monitoring.
Role type
Senior IC data scientist (computer vision & deep learning)
Builds
Production-grade AI solutions for object detection, image segmentation, anomaly detection, and automated inspection in semiconductor manufacturing.
Domain
Semiconductor manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Computer vision, deep learning, statistical modeling, Python, SQL, cloud platform deployment, project management, technical writing
Preferred skills
Generative AI, large language models (LLMs), production ML optimization, top-tier conference contributions
Technologies
Google Cloud Platform (GCP), Angular, FastAPI, Docker
Responsibilities
Design and implement computer vision systems for object detection and anomaly detection; Apply advanced AI techniques including few-shot learning and multimodal fusion; Lead cross-functional collaboration and mentor engineers; Deploy data science models and manage end-to-end lifecycle; Identify insights from large data sources and communicate findings to business managers.
Seniority
Senior, hands-on IC