Data Scientist
Core
Design and deploy computer vision and deep learning models for industrial applications like 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 manufacturing quality control and environmental monitoring
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Computer Vision (OpenCV, object detection, segmentation), Deep Learning (TensorFlow, PyTorch, CNNs, transformers), Python, SQL, Multimodal data analysis, MLOps
Preferred skills
Semiconductor industry experience, LLMs, Generative AI, NLP
Technologies
TensorFlow, PyTorch, Keras, OpenCV, GCP, Spark, Hadoop
Responsibilities
Design computer vision systems for defect monitoring; Develop and deploy deep learning models for classification and anomaly detection; 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