1 день назад
Perception Engineer (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Perception Engineer (Robotics): Building real-time perception pipelines for autonomous underwater vehicles using sonar, image, and 3D sensor data with an accent on obstacle detection, classification, tracking, and sensor fusion. Focus on implementing ROS 2 nodes, deploying deep learning models for real-time robotics, and debugging perception failures during physical vehicle testing.
Location: Bristol, Rhode Island, United States; on-site work and physical vehicle testing required
Company
Startup designing and manufacturing autonomous underwater vehicles for underwater security, exploration, research, and operations.
What you will do
- Implement and maintain real-time perception pipelines on autonomous vehicle platforms.
- Develop algorithms for obstacle detection, classification, and multi-object tracking.
- Write and maintain ROS 2 nodes and packages for on-vehicle perception software.
- Use Python and C++ to prototype and implement production-grade perception and machine learning algorithms.
- Test vehicles on site and debug perception failures in real-world operating conditions.
- Collaborate with localization, prediction, and planning teams to define reliable perception interfaces.
Requirements
- 3–5 years of experience in robotics perception, computer vision, or autonomous systems.
- Strong Python skills and solid ROS/ROS 2 experience with commercial-grade robotic systems.
- Proficiency in C++ for real-time, production-grade robotics software.
- Experience with 3D sensor data, including LiDAR point clouds, depth estimation, or multi-sensor fusion.
- Working knowledge of PyTorch or other deep learning frameworks for detection or segmentation, plus classical data-driven perception techniques.
- US citizenship, ability to gain a security clearance, and willingness to work on site and participate in physical vehicle testing are required.
Nice to have
- Marine sensor experience and familiarity with autonomous-vehicle perception challenges such as moving-object tracking, occlusion handling, sensor degradation, and GPS-denied localization.
- Rust experience and knowledge of TensorRT or other inference optimization tools.
- Understanding of autonomous-vehicle safety standards and safety-critical software practices.
- Startup or defense-industry experience.
- Experience deploying perception models on embedded automotive hardware such as Drive AGX or Jetson.
Culture & Benefits
- Hands-on work on autonomous underwater vehicles and next-generation underwater autonomy.
- Close collaboration with autonomy, localization, prediction, and planning specialists.
- Practical engineering work combining software development, vehicle integration, and real-world testing.
- Equal opportunity workplace welcoming candidates from all backgrounds.
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