Sr. Computer Vision Engineer (Deep Learning)
Core
Designing and deploying advanced deep learning perception models for Advanced Driver Assistance Systems (ADAS) in electric vehicles.
Role type
Senior IC Computer Vision Engineer (Deep Learning)
Builds
Perception models for ADAS on embedded automotive platforms
Domain
Automotive / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep learning architecture design, model optimization for latency/efficiency, embedded SoC integration, Python, PyTorch/TensorFlow, data pipeline management, root cause analysis
Preferred skills
Model quantization/pruning/knowledge distillation, C++ in Linux, automotive perception datasets (KITTI/Waymo), Ph.D.
Technologies
PyTorch, TensorFlow, NVIDIA Drive, TI TDA4, Qualcomm Snapdragon, Linux
Responsibilities
Design and implement deep learning architectures for ADAS perception; Optimize model performance for real-time embedded deployment; Integrate and validate algorithms on automotive-grade hardware; Perform root cause analysis on production issues; Collaborate with data and platform engineering teams; Report on model development progress and metrics.
Seniority
Senior, hands-on IC
