Data Engineer, App SW
Core
Build and improve scalable data pipelines for autonomous driving model development, evaluation, and production workflows.
Role type
Senior Data Engineer (Autonomous Driving)
Builds
Scalable data pipelines, structured datasets, and ML support systems for AV
Domain
Autonomous driving, robotics, AI (via careerplan.io/jobs/5b53e31e-3903-4c9b-b359-ffbc8a186630-data-engineer-app-sw-at-wayve)
Deliverable
production ML models
Required skills
Python, SQL, PySpark, workflow orchestration (Airflow/Flyte/Ray), robotics/automated driving data concepts, ML development workflows
Preferred skills
Calibration, perception, imitation learning, trajectory prediction, automated driving data taxonomies
Technologies
PySpark, Airflow, Flyte, Ray, SQL
Responsibilities
Ingest and curate large-scale real-world and synthetic datasets; develop data quality checks and monitoring; improve pipeline performance and reliability; collaborate with ML engineers on production-scale learning systems
Seniority
Senior, hands-on IC
