Senior Machine Learning Engineer (3D Perception)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Machine Learning Engineer (3D Perception): Developing and deploying production ML models for autonomous truck perception with an accent on Bird's Eye View (BEV) capabilities and multi-modal sensor integration. Focus on optimizing 3D perception systems, improving model robustness, and integrating ML solutions into the production autonomy stack.
Location: Must be based in the United States (Remote or Hybrid in Ann Arbor, MI; Fort Worth, TX; Blacksburg, VA)
Salary: $177,300 - $212,800 USD
Company
is a leader in autonomous driving focused on developing software for automated trucks as part of the Daimler family.
What you will do
- Design and deploy production machine learning models for 3D perception systems.
- Own end-to-end model development from data preparation and training to evaluation and deployment.
- Write production-quality ML code for scalable training and inference workflows.
- Optimize perception models using multi-modal sensor data, emphasizing camera-based and 3D systems.
- Collaborate with infrastructure and autonomy engineers to integrate models into production software.
- Mentor junior engineers on implementation and machine learning best practices.
Requirements
- Bachelor's degree with 6+ years of experience, Master's with 3+ years, or PhD with 1+ years in CS, Robotics, or ML.
- Experience developing production ML models for computer vision, perception, or autonomous systems.
- Strong programming skills in Python and PyTorch.
- Experience training and evaluating deep learning models using large-scale datasets.
- Experience working with image-based and/or 3D perception systems.
- Must be based in the United States.
Nice to have
- Experience with LiDAR, point cloud processing, or sensor fusion.
- Knowledge of C++, ROS, or robotics software development.
- Experience with temporal perception models or video-based learning.
- Experience deploying models into production autonomy platforms.
Culture & Benefits
- Competitive compensation package including bonus and stock options.
- 100% paid medical, dental, and vision premiums for full-time employees.
- 401K plan with a 6% employer match.
- Flexibility in schedule and generous paid vacation.
- Collaborative, energetic, and team-focused culture.
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