1 день назад
Senior/Staff Machine Learning Engineer (Motion Planning)
130 000 - 220 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior/Staff Machine Learning Engineer (Motion Planning) (Python/PyTorch): Developing and deploying ML-based planning algorithms for autonomous trucks using map and perception sensor data with an accent on deep learning, safety validation, and real-time performance. Focus on designing feasible driving trajectories, training rigorous models, and optimizing inference for compute-constrained environments.
Location: Santa Clara, California, United States; hybrid workplace with regular office presence.
Salary: $130,000–$220,000 per year, cash and equity compensation.
Company
AI develops AI-based virtual driver software for factory-built autonomous trucks, with operations in the United States and Europe.
What you will do
- Develop deep learning models for the motion-planning stack using map and perception sensor data.
- Design safety checks that validate feasible trajectories and compliance with road rules.
- Optimize model development and deployment for real-time operation in compute-constrained environments.
- Track and apply multidisciplinary research advances in autonomous driving and machine learning.
- Support quality management, continuous improvement, customer requirements, regulatory standards, and company quality policies.
Requirements
- BS, MS, or PhD in software, robotics, or a related field.
- 4+ years of machine learning engineering experience in robotics applications.
- Experience developing software from design and implementation through testing and deployment.
- Expertise in Python and willingness to contribute to C++ development.
- Experience training models with modern frameworks such as PyTorch.
- Experience designing experiments, training and validation datasets, evaluation metrics, and cloud data ingestion pipelines, strong communication and collaboration skills.
Culture & Benefits
- Work in an innovative field focused on autonomous trucking and Physical AI.
- Opportunities for personal and professional development.
- Catered free lunch, unlimited snacks, and beverages.
- Competitive benefits package, including a 401(k) plan.
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