8 дней назад
Senior ML Engineer - Tracking (Autonomous Vehicles)
177 300 - 212 800$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior ML Engineer - Tracking (Autonomous Vehicles): Developing and deploying production machine-learning models for multi-object tracking in autonomous trucks with an accent on sensor fusion, pose and kinematic estimation, and real-time performance. Focus on building scalable PyTorch workflows, analyzing large multimodal vehicle datasets, and designing robust C++ and Python systems for safe operation across diverse conditions.
Location: Remote - US
Salary: $177,300–$212,800 USD per year
Company
develops software for automated trucks and autonomous driving systems as part of the Daimler family.
What you will do
- Design, develop, and deploy production machine-learning models for multi-object tracking, pose and kinematic estimation, and sensor fusion.
- Build scalable training and evaluation workflows with PyTorch, distributed training infrastructure, and large real-world datasets.
- Improve tracking and sensor-fusion algorithms for robust vehicle pose and kinematics estimation.
- Analyze vehicle data, identify failure modes, and drive model, system, verification, and validation improvements.
- Develop efficient production software in modern C++ and Python across the full development lifecycle.
- Collaborate with perception, mapping, planning, controls, and platform teams while providing technical leadership through design reviews, code reviews, and mentoring.
Requirements
- Bachelor’s degree with 6+ years of relevant industry experience, Master’s degree with 3+ years, or PhD with 1+ year.
- Experience with autonomous vehicle or robotics perception systems, including tracking, detection, SLAM, or scene modeling.
- Experience developing and deploying machine-learning models for perception, localization, or sensor-fusion applications.
- Proficiency with PyTorch and modern tooling for training, inference, and optimization.
- Strong understanding of 3D geometry, probabilistic estimation, coordinate transforms, robotics fundamentals, and large multimodal datasets.
- Strong Python and C++ software engineering skills, including algorithms, testing, debugging, and performance optimization.
Nice to have
- Experience with factor graphs, Kalman filtering, nonlinear optimization, or related state-estimation methods.
- Familiarity with Ray, Kubernetes, or similar distributed-computing tools.
- Knowledge of embedded and real-time vehicle deployment constraints.
- Experience with simulation, synthetic data, uncertainty-aware machine learning, or open-source robotics and ML frameworks.
- Familiarity with ISO 26262 and automotive functional-safety development processes.
Culture & Benefits
- Collaborative, energetic, and team-focused work environment.
- Full-time employees receive 100% paid medical, dental, and vision premiums.
- 401(k) plan with a 6% employer match.
- Flexible scheduling and generous paid vacation available immediately after the start date.
- Bonus component, stock options, AD&D, and life insurance.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
11 дней назад
Technical Lead Manager (Sensing Systems Design & Validation)
189 300 - 290 700$
14 дней назад
Senior AI Software Engineer, Perception
197 000 - 307 000$
13 дней назад
Staff Software Engineer - Machine Learning/Computer Vision (Robotics)
149 000 - 223 000$
Zoox
13 дней назад
Software Engineer - Learned Trajectory Machine Learning Engineer (Autonomous Vehicles)
189 000 - 270 000$
8 дней назад
Senior/Staff Machine Learning Engineer (Autonomous Vehicles)
311 850 - 389 400$
13 дней назад
Senior Machine Learning Engineer - Mapping (Automotive)
170 600 - 261 300$