Senior Data Engineer (Autonomous Driving)
indrive
وصف الوظيفة
About the role
Indrive is building the data foundation for its autonomous-driving work and is hiring the engineer who will start it. Today the company collects street-level imagery and GPS tracks from vehicle cameras, including its own camera units with NVIDIA edge devices, to update maps. When a dedicated survey vehicle with a full sensor set (multi-camera, IMU, LiDAR) arrives, you will build the pipelines that turn its data into training datasets for autonomous-driving models.
Key responsibilities
- Build pipelines that move multi-sensor data (multi-camera video, IMU, LiDAR, GPS) from vehicles into cloud storage, synchronizing and geo-referencing the streams
- Own the storage layout and lifecycle for sensor data: partitioning, hot and archival tiers, and cost control as volume grows
- Set up validation and monitoring on the ingest path: incomplete uploads, missing or unsynchronized streams, and vehicles that stop producing usable data
- Prepare training datasets for autonomous-driving models: select data by location, route and conditions, version datasets and deliver them in the formats ML teams need
- Take over and develop the current imagery and GPS-track pipelines from vehicle cameras, and contribute to geodata pipelines (ingestion from company data, OpenStreetMap, Overture Maps and vendors, conflation, validation, publication)
- Work with company data in BigQuery and keep spatial queries fast on large PostGIS and GeoParquet tables
Required profile
- 4+ years in data engineering
- Experience with multi-sensor data from vehicles or robots (cameras, IMU, LiDAR) and keeping the streams in sync
- Experience preparing training datasets for computer vision or autonomous-driving models
- Experience handling large volumes of binary or media data in object storage and distributed processing
- Hands-on experience with spatial data: PostGIS, GeoPandas/Shapely, coordinate reference systems and GPS tracks
Required skills
- Strong Python and SQL
- AWS or GCP, Docker, Kubernetes
- Nice to have: ROS2 bag, MCAP or point clouds; Parquet, Delta or Iceberg; Databricks; Argo Workflows or Airflow; OpenStreetMap and Overture Maps; QGIS; BigQuery
What we offer
- Mentoring, career consulting and learning programs
- International experience through the Global Talent Exchange Program
- Company-wide challenges, awards, sports, social impact and volunteering projects
- Co-financed language courses and internal speaking clubs
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indrive
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