Data Engineer, Application Software
Core
Design and deliver scalable data pipelines to transform diverse internal and external data into structured, reliable, model-ready datasets for autonomous driving.
Role type
Senior IC Data Engineer (Autonomous Driving)
Builds
Scalable data pipelines, ingestion systems, and curated datasets for model development and production ML workflows.
Domain
Autonomous driving, robotics, distributed data processing
Deliverable
production ML models
Required skills
Python, SQL, PySpark, workflow orchestration (Airflow/Flyte/Ray), robotics data concepts (sensor characteristics, timestamping, coordinate transformations), ML development workflows
Preferred skills
Calibration, perception, imitation learning, trajectory prediction, automated driving data taxonomies (ODD, scene classification)
Technologies
PySpark, Airflow, Flyte, Ray, SQL, Python
Responsibilities
Build and improve scalable data pipelines for model development and evaluation; Ingest and curate large-scale real-world and synthetic datasets; Develop data quality checks and monitoring processes; Collaborate with ML engineers and Data Corpus teams to integrate pipelines with production systems. (via careerplan.io/jobs/4e64b149-dbd7-4d00-a162-1aa5d2d69038-data-engineer-application-software-at-wayve)
Seniority
Senior, hands-on IC
