Robotics Data Engineer
- Siri Info Solutions
5 Days Ago
NA
W2, C2C
Warren-MI
6-20 Years
Required Skills: Robotics, Vision, Depth
Job Description
Position: Robotics Data Engineer
Location: Warren, MI (Onsite)
Duration: Contract
Job Description:
Design and implement scalable data pipelines for large-scale robotic datasets (vision, depth, tactile, force/torque).
Build infrastructure to support high-throughput data capture from real robots and simulation environments.
Develop and deploy semi-supervised / self-supervised data labeling workflows to reduce manual annotation cost.
Enable simulation-to-real (Sim2Real) data workflows, including domain randomization and synthetic data generation.
Own data versioning, metadata, and dataset governance to support model training, evaluation, and regression testing.
Partner closely with Robotics Perception, Grasping AI, and Simulation teams to define data requirements and KPIs.
Establish data quality metrics that directly correlate with perception and grasping performance
