In this hands-on engineering role, your designs and implementations have a critical impact on enabling the robust and safe performance of our software in challenging off-road conditions. Your main tasks are:
- Designing and scaling large-scale perception data pipelines for terabytes of incoming multimodal sensor data.
- Developing automated dataset curation and scenario mining systems for edge cases and safety-critical situations.
- Building embeddings-based retrieval and semantic search pipelines for perception data selection and analysis.
- Maintain tooling for dataset versioning, metadata management, annotation orchestration, and quality assurance to meet certification requirements.
- Improving infrastructure for high-throughput data processing, cloud-native workflows, and distributed compute pipelines.
- Driving automation around data operations, labeling processes, and deployment feedback loops from field operations.