DATA SCIENTIST
Core
Building and deploying computer vision and deep learning models for automated inspection, anomaly detection, and quality verification in semiconductor manufacturing.
Role type
Senior IC Data Scientist (Computer Vision & Deep Learning)
Builds
Production AI systems for object detection, image segmentation, and automated inspection in semiconductor fabs.
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Computer vision (object detection, segmentation), Deep learning (CNNs, LSTMs, transformers), Python, SQL, Cloud platforms (AWS, GCP), MLOps (MLflow, Airflow), Multimodal data analysis, Distributed computing (Spark, Hadoop)
Preferred skills
Semiconductor industry experience, LLM integration, Generative AI, Technical training/mentoring
Technologies
TensorFlow, PyTorch, Keras, OpenCV, YOLO, RGB-D cameras, Docker, Git, Dash, Plotly, Spotfire, PowerBI, MLflow, Apache Airflow
Responsibilities
Develop and deploy deep learning models for image classification and time-series anomaly detection; Extract and cleanse large-scale datasets from sensor networks and cloud platforms; Coordinate production deployment activities using MLOps guidelines; Contribute to research through patents or conference papers; Guide cross-functional cooperation among engineering and operations teams.
Seniority
Senior, hands-on IC
