Data Scientist
Core
Design and deploy computer vision and deep learning systems for object detection, anomaly detection, and automated inspection in semiconductor manufacturing environments.
Role type
Senior IC Data Scientist (Computer Vision & Deep Learning)
Builds
Production AI models for industrial quality control and environmental monitoring
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Computer Vision (object detection, segmentation), Deep Learning (CNNs, LSTMs, transformers), Python, SQL, MLOps (MLflow, Airflow), Cloud platforms (AWS, GCP), Multimodal data fusion
Preferred skills
Semiconductor industry experience, LLM integration, Generative AI, NLP
Technologies
TensorFlow, PyTorch, Keras, OpenCV, YOLO, RGB-D cameras, Docker, Git, Spotfire, PowerBI, Spark, Hadoop
Responsibilities
Design computer vision systems for automated inspection; Develop and deploy deep learning models for classification and anomaly detection; Extract and cleanse large-scale datasets from sensor networks and cloud platforms; Coordinate production deployment using MLOps best practices; Contribute to research via patents or conference papers; Translate research into practical manufacturing solutions
Seniority
Senior, hands-on IC
