5 дней назад
Senior/Staff Engineer, Machine Learning - Online Mapping
193 930 - 291 150$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior/Staff Engineer, Machine Learning - Online Mapping (Robotics/Autonomous Driving): Building and optimizing onboard online mapping models, algorithms, data systems, and training pipelines for autonomous vehicles with an accent on real-world sensor data, 3D geometry, and machine learning evaluation. Focus on integrating robust ML systems into centralized autonomy architectures, analyzing performance in uncertain environments, and solving complex production mapping problems.
Location: Mountain View, California, United States
Base salary: $193,930–$291,150 per year, plus annual performance bonus, equity, and benefits.
Company
is a physical AI company developing Level 4 autonomous driving technology and a universal autonomy platform for robotaxis, logistics fleets, and personal vehicles.
What you will do
- Research, develop, and implement online mapping models and algorithms.
- Build robust machine learning and mapping systems using real camera, LiDAR, and other sensor data in uncertain environments.
- Analyze online mapping performance and identify improvements to architecture, data, and evaluation in end-to-end ML systems.
- Integrate models into centralized architectures in collaboration with other machine learning teams.
- Collaborate with autonomy, infrastructure, and systems stakeholders on online mapping requirements.
- Build data and label management systems and machine learning training pipelines.
Requirements
- Proven experience solving production machine learning problems and balancing data, model, and evaluation trade-offs.
- Deep understanding of machine learning fundamentals and hands-on experience training and evaluating modern models for autonomous vehicles, robotics, mapping, computer vision, or related areas.
- Experience with robotics-related machine learning applications, 3D geometry, and state estimation.
- Strong Python skills and experience with deep learning frameworks such as PyTorch, TensorFlow, or JAX.
- Experience working with complex multi-component systems, building ML pipelines, and optimizing or productizing ML models.
- Ability to iterate quickly, experiment effectively, prioritize practical impact, and make data-driven decisions.
Nice to have
- Familiarity with distributed training and ML compilers.
- Research publications in top conferences such as NeurIPS, ICLR, ICML, CVPR, RSS, CoRL, or ICRA.
Culture & Benefits
- Work on robot navigation for logistics and transportation.
- Annual performance bonus and equity eligibility.
- Competitive benefits package.
- Inclusive workplace focused on diversity and psychological safety.
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