6 дней назад
Computer Vision Engineer (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Computer Vision Engineer (Robotics): Building and deploying perception systems for robot manipulation with an accent on camera geometry, learned visual models, calibration, and measured evaluation. Focus on integrating detection, segmentation, tracking, pose estimation, and 3D scene understanding into physical robots while diagnosing failures and meeting runtime constraints.
Location: Watertown, MA, United States; on-site
Company
builds AI robotics systems and deploys them in real-world facilities, combining research with physical robot operations.
What you will do
- Define technical approaches and success criteria for ambiguous perception problems in robot manipulation.
- Build and integrate detection, segmentation, tracking, object pose estimation, and 3D scene-understanding capabilities.
- Own camera calibration, coordinate transforms, synchronization assumptions, and sensor-quality checks.
- Create reproducible datasets and evaluations covering changes in objects, lighting, viewpoints, and occlusion.
- Select and adapt geometric methods and learned models based on accuracy, latency, robustness, and operational constraints.
- Deploy and maintain perception in the robot stack, diagnose failures through recorded data and physical experiments, and improve shared evaluation tools and documentation.
Requirements
- Independent ownership of a substantial computer-vision system from an ambiguous problem through tested integration.
- Strong Python engineering skills, including maintainable code, tests, and reproducible experiments.
- Practical command of camera models, calibration, coordinate frames, and 3D geometry.
- Experience with geometric vision or learned visual models and the ability to select the appropriate approach.
- Ability to build representative evaluations, isolate failure modes, and distinguish model improvements from data or measurement artifacts.
- Ability to communicate technical tradeoffs and resolve interfaces with research, software, mechanical, and electrical engineers.
Nice to have
- Perception deployed on physical robots, especially manipulation systems.
- Multi-camera or depth systems, sensor fusion, SLAM, or object pose estimation.
- OpenCV, Open3D, PCL, a modern deep-learning framework, C++, or GPU optimization.
Culture & Benefits
- Technical excellence, collaboration, respect, and clear ownership are valued.
- Engineering work follows a build, test, and learn cycle on physical robots.
- Success is measured through reproducible evaluations, documented sensing assumptions, physical-robot performance, and runtime constraints.
- Engineers contribute to design reviews, documentation, failure analysis, and mentoring.
- R&D roles are flexible and may evolve as team priorities change; level is determined through the interview process.
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