Data Infrastructure Engineer
Core
Architect and deploy data pipelines on AWS and edge devices to power robots performing customer-critical tasks in the real world.
Role type
Senior IC data infrastructure engineer (robotics)
Builds
Cloud + edge data pipelines, multi-modal datasets, MLOps/DataOps workflows, and internal tooling for robot data.
Domain
Robotics, Machine Learning, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, AWS, Systems engineering, Data pipeline architecture, MLOps/DataOps, Multimodal data management, Container orchestration, Schema design
Preferred skills
Edge computing, Real-time data processing, UI/CLI development
Technologies
AWS (IoT Core, S3, ECR, Batch, ECS/EKS, Step Functions), MCAP, Protobuf, Airflow, Prefect, Foxglove
Responsibilities
Design and run cloud + edge pipelines; Build robust on-device data capture systems; Organize and version massive multimodal datasets; Automate data validation, labeling, and training pipelines; Create ingestion checks and data quality monitoring; Develop internal tools for data browsing and experiment tracking.
Seniority
Senior, hands-on IC
