Data Scientist_PS_RBCD
Core
Design and implement computer vision and deep learning algorithms for automatic optical inspection (AOI) and process optimization in manufacturing.
Role type
Senior IC Data Scientist (Computer Vision & Deep Learning)
Builds
AI solutions for automatic optical inspection and process optimization systems
Domain
Automotive manufacturing / Powertrain systems
Deliverable
production ML models
Required skills
Python, TensorFlow, PyTorch, OpenCV, CNN, RNN, LSTM, Transformer, object detection (SSD, Yolo, Faster-RCNN), data labeling tools
Preferred skills
Large language model techniques, classic image processing (filtering, edge detection, feature extraction), understanding of network resource bottlenecks
Technologies
TensorFlow, PyTorch, OpenCV, AlexNet, VGG, ResNet, DeseNet, NIN, MobileNet, SSD, Yolo, Faster-RCNN
Responsibilities
Analyze customer requirements and pre-evaluate project deliverables; develop innovative solutions from raw data to function; design AI architectures to automate operational processes; coordinate AI work packages in manufacturing areas; support data mining projects for smart testing and multi-correlational analysis
Seniority
Senior, hands-on IC
