Senior Data Scientist
Core
Design and implement computer vision systems and deep learning models for object detection, image segmentation, anomaly detection, and automated inspection to solve manufacturing and environmental monitoring challenges.
Role type
Senior IC data scientist (computer vision & deep learning)
Builds
Production-grade AI solutions for semiconductor yield analysis, process optimization, and automated inspection systems
Domain
Semiconductor manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Python, SQL, C++, Computer Vision, Deep Learning, Statistical Modeling, Cloud Deployment (GCP), Web Development (Angular, FastAPI, Docker), Project Management
Preferred skills
Generative AI, LLMs, Image Generation, Optimization of production ML models for performance and scalability
Technologies
Google Cloud Platform (GCP), Angular, FastAPI, Docker
Responsibilities
Design and implement computer vision systems and deep learning models; Apply advanced AI techniques including few-shot learning and multimodal fusion; Lead cross-functional collaboration with engineering and operations teams; Deploy data science models and lead the end-to-end life cycle; Identify insights from large data sources and communicate findings to business managers.
Seniority
Senior, hands-on IC