Senior Data Scientist
Core
Design and deploy computer vision systems, deep learning models, and generative AI solutions for semiconductor manufacturing yield analysis, process optimization, and automated inspection.
Role type
Senior IC data scientist (computer vision & deep learning)
Builds
Production-grade AI solutions for manufacturing and environmental monitoring
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Python, SQL, computer vision, deep learning, statistical modeling, cloud deployment (GCP), web development (Angular/FastAPI/Docker), project management
Preferred skills
Generative AI, LLMs, image generation, conference publications (CVPR/NeurIPS/ICML/KDD), production ML optimization
Technologies
Google Cloud Platform (GCP), Angular, FastAPI, Docker, SQL
Responsibilities
Design and implement computer vision systems for object detection, image segmentation, and anomaly detection; Apply advanced AI techniques including few-shot learning and multimodal fusion; Lead cross-functional collaboration with engineering and operations teams; Develop methods to analyze unstructured big data sources; Deploy data science models and manage end-to-end lifecycle; Identify and communicate insights to business managers.
