Senior Staff Research Engineer
Perception
Posted on 3/4/2023
INACTIVE
Locations
Waltham, MA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
CategoriesNew
AI & Machine Learning
Requirements
- 7+ years of experience in applied computer vision and perception problems, ideally in embedded systems
- Knowledge of state of the art in related areas including human detection, autonomous vehicle and driver assist systems, and robot safety
- Experience developing and deploying perception software for time-sensitive control systems, such as robotics
- Experience developing specifications for perception systems from high-level product requirements
- Experience with the full lifecycle of deep learning development, including network design, data management, training, evaluation, hyperparameter search, deployment, and validation
- Strong communication skills, including ability to author technical documentation and deliver presentations on technical topics
- History of leading cross-functional technical efforts through planning, technical requirement development, and interdisciplinary collaboration
- History of working in small, interdisciplinary teams
Responsibilities
- Build, validate, and deploy ML models to detect hazards, humans, and other environmental features
- Integrate these models onto our robots' embedded systems to collect data and evaluate performance
- Lead cross-functional technical efforts involving interdisciplinary efforts to develop robotic systems
- Work closely with a small team to design and prototype new payloads, platforms, and product features which create safety features for our robots