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Lucid Motors Logo

Data Engineer II, Test & Validation Labs

Lucid Motors

$120,900 - $166,210
Jun 10, 2025
Newark, CA, US
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Lucid is looking to design, build, and maintain robust data pipelines that power insights for validation and test operations in their powertrain dyno lab.

Requirements

  • Direct experience with AVL PUMA Open, CONCERTO, or other AVL software platforms in a powertrain test or dyno environment
  • Skilled in Python for ETL workflows, including libraries like Pandas and PyMDF
  • Familiarity with AWS services (e.g., S3, Lambda, EC2) for data processing and storage
  • Proficient in Docker and Git
  • Experience with CI/CD pipelines is a plus
  • Previous work with LabVIEW and SCADA systems is an asset
  • Strong understanding of test lab data acquisition systems and sensor integration
  • Knowledge of automotive protocols: CAN, Modbus, TCP/IP, and optionally, CCP/XCP or ASAP3
  • Experience with relational databases like PostgreSQL or time-series DBs like InfluxDB

Responsibilities

  • Develop and maintain data pipelines and interfaces specifically designed for AVL test systems
  • Build, monitor, and optimize robust data pipelines to collect, transform, and store data from dyno labs and other validation systems
  • Ensure accurate and high-fidelity data collection from AVL powertrain testbeds
  • Create insightful dashboards and analytics using tools such as Tableau and Grafana
  • Utilize Docker containers to manage microservices supporting test data ingestion and analytics
  • Deploy in cloud environments (AWS preferred)
  • Build connectors and interpreters for test data protocols including CAN, Modbus, TCP/IP, and AVL-specific data formats like MDF or ASAP3

Other

  • Education: Bachelor’s degree in Electrical & Computer Engineering, Computer Science, or a related field
  • Effective communicator, especially in cross-functional lab environments
  • Detail-oriented with a proactive mindset and ability to manage competing priorities