DATA SCIENTIST
Core
Design and deploy computer vision and deep learning models for object detection, anomaly detection, and automated inspection in semiconductor manufacturing.
Role type
Senior IC Data Scientist (Computer Vision & Deep Learning)
Builds
Production AI models for volume/density measurement, defect monitoring, and environmental monitoring.
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Computer Vision (OpenCV), Deep Learning (TensorFlow, PyTorch, CNNs, Transformers), Python, SQL, Multimodal Analysis, MLOps, Distributed Computing (Spark/Hadoop)
Preferred skills
Semiconductor industry experience, LLMs, Generative AI, NLP integration
Technologies
TensorFlow, PyTorch, Keras, OpenCV, GCP, Spark, Hadoop
Responsibilities
Design computer vision systems for object detection and automated inspection; Develop and deploy deep learning models for image classification and time-series analysis; Extract and cleanse large-scale datasets from SQL and cloud platforms; Coordinate production deployment using MLOps best practices; Lead cross-functional collaboration with engineering and operations teams.
Seniority
Mid-Senior, hands-on IC