22 часа назад
Machine Learning Engineer II - 3D Perception
153 200 - 183 800$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer II - 3D Perception (Python/PyTorch): Building and improving production machine learning models for autonomous-truck perception with an accent on camera-based 3D perception, BEV representations, and multi-modal sensor data. Focus on training and evaluating deep learning models, analyzing failure modes, integrating inference workflows into autonomy software, and improving model robustness and system performance.
Location: Remote in the United States or hybrid at office locations in Ann Arbor, MI; Blacksburg, VA; or Fort Worth, TX.
Salary: $153,200–$183,800 USD annually, plus bonus and stock options.
Company
develops software for autonomous trucks as part of the Daimler family.
What you will do
- Design, develop, evaluate, and improve machine learning models for autonomous-vehicle perception.
- Own model development and delivery from data preparation and training through evaluation and production integration.
- Write production-quality Python and PyTorch code for scalable training, evaluation, and inference workflows.
- Develop camera-based and 3D perception models using multi-modal sensor data, including LiDAR where applicable.
- Analyze model performance and failure modes, troubleshoot issues, and improve robustness, accuracy, and generalization.
- Collaborate with software, infrastructure, and autonomy engineers; lead small technical initiatives and mentor junior team members.
Requirements
- Bachelor’s degree in computer science, robotics, electrical engineering, machine learning, or a related field with 3+ years of relevant industry experience; or a master’s degree with 1+ years of relevant experience; equivalent practical experience is also accepted.
- Experience developing machine learning models for computer vision, perception, robotics, autonomous systems, or a related domain.
- Strong Python and PyTorch programming skills and experience writing maintainable, production-quality machine learning code.
- Experience training, evaluating, debugging, and improving deep learning models with large-scale datasets.
- Experience with image-based and/or 3D perception systems and deep learning architectures used for perception.
- Ability to execute complex machine learning work independently and collaborate across software systems.
Nice to have
- Experience with autonomous driving, robotics, ADAS, LiDAR, point clouds, sensor fusion, BEV representations, temporal perception, or video-based learning.
- Experience with C++, ROS, robotics software, or deploying models to production autonomy platforms.
- Experience with distributed training, large-scale perception datasets, evaluation frameworks, benchmarking, and ML tooling.
- Experience owning a production ML component or leading a small technical initiative through deployment.
Culture & Benefits
- Collaborative, energetic, and team-focused work environment.
- 100% paid medical, dental, and vision premiums for full-time employees.
- 401(k) plan with a 6% employer match.
- Flexible scheduling, generous paid vacation available immediately after starting, and company-wide holiday office closures.
- AD&D and life insurance, plus potential relocation and sign-on compensation depending on the position.
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