シニア機械学習ソフトウェアエンジニア・Behavior ML Planning & Prediction
Core
Designing and owning end-to-end data architecture and pipelines to build a scalable, reliable data platform for autonomous driving motion planning and prediction.
Role type
Senior Data Engineer (Autonomous Driving Data Platform)
Builds
Production data pipelines, normalized datasets, and self-service tools for motion planning models
Domain
Autonomous driving / Robotics / Data Engineering
Deliverable
production ML models
Required skills
Data architecture design, ETL/ELT pipeline construction, SQL, Python, Cloud data warehouses, Data orchestration, Technical leadership, Cross-functional stakeholder management, Prototyping, Documentation
Preferred skills
Lakehouse architecture (Apache Iceberg), Multi-modal data modeling (sensor, log, simulation), Autonomous driving concepts (kinematics, dynamics, motion planning), Distributed data processing (Spark, Ray), BI/Dashboard tools
Technologies
Python, SQL, BigQuery, Snowflake, Redshift, dbt, Airflow, Apache Iceberg, Parquet, Spark, Ray, Flyte, Union
Responsibilities
Define technical direction for data architecture and pipelines; Design and build data pipelines from ingestion to visualization; Establish data products, SLAs, and observability frameworks; Mentor engineers and set data engineering standards; Prototype solutions to reduce architectural risks; Document architecture and data models for organizational use
Seniority
Senior, hands-on IC with technical leadership
