Principal Perception Engineer
Magna International Inc.2 months ago
Shanghai, ChinaStaff+
Responsibilities
- Deploy and optimize autonomous-driving perception models on embedded platforms for real-time, accurate, high-performance edge inference.
- Perform model conversion, quantization, pruning, and knowledge distillation to improve inference efficiency and deployment performance.
- Analyze CPU, NPU, DSP, and GPU resource characteristics and recommend optimizations for models, post-processing, and sensor-fusion modules.
Requirements
- Bachelor’s degree or above in Computer Science, Automation, Electronic Engineering, or a related field.
- Familiarity with mainstream perception models, computational graphs, and operator characteristics.
- Hands-on experience with QAT/PTQ quantization, model pruning, and knowledge distillation.
- Proficiency in Python and C++ with solid programming skills.
- Practical deployment experience on automotive platforms such as Horizon Robotics, Axera, or NVIDIA.
- Mass-production project experience is preferred.
Benefits
- Regular, permanent employment.
- Engaging and dynamic environment focused on automotive technology development.
- Employee support, resources, and career development opportunities.
- Equal opportunity employer with a diverse global workforce.
Categories
About Magna International Inc.
Magna International is a public Canadian automotive supplier that designs and manufactures vehicle systems, modules, and electronics for global automakers, and also builds complete vehicles through Magna Steyr. Founded in 1957 and headquartered in Aurora, Ontario, it operates worldwide as a Tier-1 supplier across body, seating, powertrain, ADAS, and electrification. Its common shares trade on the TSX (MG) and NYSE (MGA).