Drimva

Toyota Research Institute

Senior Data Engineer, Large Behavior Models

$180K–$259K

Los Altos, CA · Hybrid · Senior · Full-time · Posted Aug 4, 2025

Experience
8+ years; ideally in robotics, autonomous driving, or large-scale ML environments.
Education
Bachelor’s or Master’s degree in Computer Science, Data Engineering, or a related field.

About the job

Builds data infrastructure and tools that support autonomy research, machine learning, and simulation workflows.

What you'll do

  • Design and maintain data pipelines for vehicle and simulation data ingestion, transformation, storage, and retrieval.
  • Build tools for data labeling, curation, indexing, cataloging, feature stores, and metadata management.
  • Partner with research, engineering, and platform teams to support model training, evaluation, simulation, and performance analytics.

What they ask for

  • Bachelor’s or Master’s degree in Computer Science, Data Engineering, or a related field.
  • 8+ years of experience building data-intensive software systems.
  • Proficiency in Python and SQL, and familiarity with C++.
  • Experience designing ETL pipelines and knowledge of cloud-native architectures, including AWS services or equivalent Google Cloud platform.

Nice to have

  • Experience in AD/ADAS, robotics, or autonomous systems.
  • Familiarity with ML pipeline orchestration frameworks such as Kubeflow or SageMaker.

Pay

$180,000 and $258,750/year (USD, base pay range)

Tools

Python, SQL, C++, Apache Spark, Flyte, Union, AWS, Google Cloud platform

AI focus

Supports autonomy and machine learning research through data pipelines, feature stores, labeling infrastructure, and hybrid real-world/synthetic data workflows.

Model-written summary · the original posting is authoritative

First seen Oct 27, 2026 · Last verified Nov 5, 2026 (UTC)