2 часа назад
Senior Machine Learning Engineer (Autonomous Vehicles)
150 000 - 250 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Autonomous Vehicles) (BEV/LiDAR): Designing and optimizing BEV perception models that fuse camera, LiDAR, and radar data for autonomous truck driving and 3D scene understanding with an accent on multimodal sensor fusion, deep learning, and production scalability. Focus on benchmarking large-scale perception datasets, building robust deployment-ready models, and solving synchronization, calibration, and integration challenges across sensor modalities.
Location: Santa Clara, California, United States; hybrid workplace
Salary: $150,000–$250,000 per year, cash and equity
Company
is a Physical AI company developing AI-based virtual driver software for factory-built autonomous trucks, with operations in the United States and Europe.
What you will do
- Design, implement, and optimize BEV-based perception models using camera, LiDAR, and radar inputs.
- Develop scalable perception algorithms for autonomous driving and 3D scene understanding.
- Benchmark models with large-scale datasets and quantitative performance metrics.
- Collaborate with research, data, and deployment engineers to refine models for real-world applications.
- Optimize perception systems for performance, robustness, scalability, and production deployment.
- Support QMS compliance, quality monitoring, and continuous process improvement.
Requirements
- Ph.D. in AI, Computer Science, Electrical Engineering, Robotics, or a related field, or a master's degree with 3 years of industry experience.
- Python proficiency and experience building deep learning pipelines.
- Strong expertise in PyTorch, TensorFlow, or JAX.
- Experience with LiDAR-based 3D perception and BEV representation models.
- Deep understanding of multimodal sensor fusion, including camera, LiDAR, and radar synchronization, calibration, and integration.
- Solid foundation in computer vision, deep learning, and 3D geometry.
Nice to have
- Industry or academic experience in autonomous vehicle perception, robotics, or related fields.
- Experience developing deep learning models in real-world or production environments.
- Experience with distributed training, high-performance computing, or GPU acceleration.
Culture & Benefits
- Work in an innovative field focused on autonomous driving and Physical AI.
- Opportunities for personal and professional development.
- Catered free lunch, unlimited snacks, and beverages.
- Competitive compensation and benefits, including a 401(k) plan.
- Cash and equity compensation based on position, location, qualifications, and experience.
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