9 дней назад
Senior Machine Learning Engineer (Camera Model)
177 300 - 212 800$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Camera Model) (Computer Vision/Autonomous Driving): Developing and deploying deep learning models for camera-based perception in autonomous trucks with an accent on object detection, segmentation, depth estimation, and scene understanding. Focus on building scalable training and inference pipelines, analyzing failure modes across driving scenarios, and integrating production-ready models into the autonomy stack.
Location: Remote in the United States, or hybrid from the Ann Arbor, Michigan or Blacksburg, Virginia offices
Salary: $177,300–$212,800 USD annually, plus potential bonus, stock options, and other compensation.
Company
develops software for automated trucks and autonomous driving systems as part of the Daimler family.
What you will do
- Design, develop, and deploy deep learning models for camera-based perception, including object detection, segmentation, depth estimation, and scene understanding.
- Own end-to-end model development from data curation and training through evaluation and deployment.
- Build production-quality machine learning code, training pipelines, evaluation workflows, and inference systems.
- Analyze model performance across driving scenarios, identify failure modes, and improve robustness and generalization.
- Collaborate with data, perception, simulation, validation, and infrastructure teams to integrate models into the autonomy stack.
- Contribute to architecture decisions, improve experimentation tooling, and mentor junior engineers.
Requirements
- Bachelor’s degree with 6+ years of industry experience, Master’s degree with 3+ years, or PhD with 1+ years in a related technical field.
- Experience developing and deploying deep learning models for computer vision or perception systems.
- Strong Python and PyTorch programming skills, including production-quality machine learning code.
- Experience with large-scale datasets, distributed compute environments, model evaluation, debugging, and reliability improvements.
- Understanding of modern perception architectures such as CNNs, transformers, and multi-task models.
- Ability to translate ambiguous problems into structured machine learning solutions and collaborate across robotics or autonomy systems.
Nice to have
- Experience in autonomous driving, robotics, or simulation-based machine learning.
- Experience with multi-task learning, unified perception architectures, Ray, large-scale data pipelines, or experiment management frameworks.
- Knowledge of camera calibration, geometric reasoning, BEV, monocular depth, or structure-from-motion.
- Experience deploying machine learning models into production or real-world robotics systems.
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 schedule, generous paid vacation available immediately after starting, and company-wide holiday office closures.
- AD&D and life insurance, with potential bonus and stock option plans.
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