Large-scale ingestion and transformation pipelines
Torc Robotics is seeking a Senior Software Engineer to join their remote Data Production team, focusing on developing high-performance data pipelines for autonomous driving data. The role requires expertise in cloud technologies, data operations, and experience with sensor-rich data processing
Job Summary
The Data Production team builds and operates high-scale data pipelines that transform raw multimodal sensor logs into structured, training-ready datasets for machine learning, simulation, autonomy development, analytics, and system validation.
Design and build large-scale ingestion and transformation pipelines (ETL/ELT) capable of processing petabyte-scale autonomous-driving sensor data, and automate them for reliable, production-grade deployment.
Collaborate closely with ML, annotation, simulation, and perception teams to ensure cross-team ownership of data products and deliver datasets that are consistent, semantically correct, and ready for downstream consumption.
Matching Summary
Match Score: 80
Torc Robotics is seeking a Senior Software Engineer to join their remote Data Production team, focusing on developing high-performance data pipelines for autonomous driving data. The role requires expertise in cloud technologies, data operations, and experience with sensor-rich data processing.
Skills & Requirements
Must-have
high-performance data converters
multi-sensor autonomous-driving data
large-scale ingestion and transformation pipelines
petabyte-scale autonomous-driving sensor data
ROS bags, MCAP, custom binary encodings
automated data validation and quality checks
Nice-to-have
cross-team ownership of data products
proactively assess current capabilities
align with core strategy and operation
Key Requirements
5+ years of working experience
Bachelor's or Master's degree in STEM
experience with cloud technologies & data operations
Experience building or maintaining converters, decoders, or transformation pipelines for sensor-rich data