2 часа назад
Senior/Staff Engineer, Machine Learning - Online Mapping (Autonomous Driving)
183 825 - 333 925$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior/Staff Engineer, Machine Learning - Online Mapping (Autonomous Driving) (Python/Deep Learning/3D Geometry): Building robust onboard mapping models, algorithms, and training pipelines for autonomous vehicles using real-world camera and LiDAR data with an accent on machine learning, robotics, and uncertain environments. Focus on developing production ML systems, optimizing data and evaluation strategies, integrating models across autonomy platforms, and solving complex 3D geometry and state estimation problems.
Location: Mountain View, California, United States
Salary: $183,825–$333,925 base pay annually, 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 for autonomous vehicles.
- Build robust machine learning and mapping systems using real-world camera, LiDAR, and other sensor data.
- Analyze online mapping performance and identify improvements to architecture, data, and evaluation in end-to-end ML systems.
- Build and optimize ML pipelines and productize machine learning models.
- Integrate models into centralized architectures with other machine learning teams.
- Collaborate with autonomy, infrastructure, and systems stakeholders on mapping requirements.
Requirements
- Proven experience solving production machine learning problems and balancing data, model, and evaluation trade-offs.
- Strong understanding of machine learning fundamentals and hands-on experience training and evaluating modern models in autonomous vehicles, robotics, mapping, computer vision, or related fields.
- Experience with robotics-related ML 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 and optimizing ML models.
- Ability to iterate quickly, make data-driven decisions, and deliver practical solutions on schedule.
Nice to have
- Familiarity with distributed training and ML compilers.
- Research publications in leading conferences such as NeurIPS, ICLR, ICML, CVPR, RSS, CoRL, or ICRA.
Culture & Benefits
- Base compensation is complemented by an annual performance bonus, equity, and a competitive benefits package.
- Inclusive workplace focused on diversity and psychological safety.
- Opportunity to contribute to autonomous driving technology for logistics and transportation.
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