AI/ML Expert
Core
Design, develop, and deploy computer vision systems for driver modeling to enhance safety, comfort, and personalization in automotive interior monitoring products.
Role type
Senior IC AI/ML Researcher (Computer Vision)
Builds
Production-ready driver modeling solutions for automotive interior monitoring
Domain
Automotive / Computer Vision / Human-Centric AI
Deliverable
production ML models
Required skills
Python, C++, Deep Learning (CNNs, Transformers, RNNs), Traditional Computer Vision, Multi-modal Sensor Fusion, Model Optimization for Embedded Systems, Data Pipeline Management, Statistical & Information Theory
Preferred skills
Top-tier AI/CV conference publications, Model Compression & Quantization, Real-time System Design, Multi-modal Sensor Fusion (Camera, RGB/IR, Radar)
Technologies
PyTorch, TensorFlow, RGB/IR/Depth Cameras, Radar
Responsibilities
Develop novel algorithms for domain-aware representation learning and driver state analysis; Design and optimize deep learning models for real-time embedded deployment; Curate and manage large-scale automotive datasets for model training; Interpret driver intent and activities using gaze tracking and head pose estimation.
Seniority
Senior, hands-on IC
