Rivian

Senior Data Engineer- Large Driving Model, Autonomy

Rivian$179K — $223K *
Manufacturing & Automotive
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • B.S. or M.S. in a related field (Computer Science, Data Science, Engineering)
  • 5+ years in Data Engineering, Machine Learning, or Motion Planning within autonomous domains
  • Expertise in Python and SQL with a history of producing data products
  • Familiarity with distributed data processing frameworks like Spark or Ray
  • Understanding of data-centric AI and model evaluation techniques
  • Experience with large-scale sensor data management
  • Proven ability to independently drive projects from concept to execution

Responsibilities

  • Develop scalable data mining pipelines for extracting critical driving scenarios
  • Lead the curation and analysis of large training datasets
  • Design evaluation frameworks to assess model performance
  • Provide technical guidance through code reviews for junior engineers
  • Collaborate with modeling engineers to define data needs
  • Identify data trends and anomalies affecting model training
  • Translate experimental data strategies into production pipelines

Benefits

  • Paid vacation and sick leave
  • Comprehensive insurance benefits (life, medical, dental, vision)
  • 401(k) Plan and Employee Stock Purchase Program eligibility
  • Full-time employee coverage from the first day
  • Part-time employee coverage after 90 days
Full Job Description
Role Summary

We are seeking Senior Data Engineers to play a pivotal role in the development of our Large Driving Model (LDM). In this role, you will take ownership of the data pipelines and curation strategies that fuel our models. You will be responsible for building miners that surface high-value examples, refining evaluation benchmarks, and collaborating directly with modeling teams to accelerate performance.

If you are a strong individual contributor with a deep background in Python, a passion for autonomous systems, and the ability to navigate complex data challenges independently, we want to hear from you.

Responsibilities

  • Develop and maintain scalable data mining pipelines to extract rare and critical driving
    scenarios from massive fleet datasets.
  • Lead the curation and analysis of large-scale training sets to improve the robustness and
    generalization of the LDM.
  • Design and implement rigorous evaluation frameworks to measure model performance against real-world baselines.
  • Provide technical guidance and code reviews for junior and mid-level engineers, ensuring high standards for code quality and system design.
  • Partner closely with modeling engineers to define data requirements and iterate on rapid
    experimental loops.
  • Identify trends, anomalies, and data distribution shifts that impact model training and validation.
  • Contribute to the design of data infrastructure, making informed decisions on tradeoffs between data quality, scale, and compute efficiency.
  • Transition experimental data strategies into production-ready pipelines with a focus on Python-based automation.

Qualifications

  • B.S. or M.S. in Computer Science, Data Science, Engineering, or a related field.
  • 5+ years of experience as a Data Engineer, Machine Learning Engineer, or Motion
    Planning Engineer, specifically within the autonomous driving, robotics, or computer vision space.
  • Advanced proficiency in Python and SQL is required, with a proven track record of building production-grade data products.
  • Hands-on experience with distributed data processing frameworks (e.g., Spark, Ray) and cloud infrastructure.
  • Solid understanding of data-centric AI, dataset curation strategies, and model evaluation methodologies.
  • Experience handling large-scale sensor data or complex robotics telemetry.
  • Demonstrated ability to work autonomously, taking projects from a vague concept to a verified, high performing product.
  • Strong ability to communicate technical trade-offs and collaborate effectively within a fast-paced team environment.

Preferred Qualifications:
  • Proficiency in C++.
  • Hands-on experience in robotics or autonomous systems.


Pay Disclosure

The salary range for this role is $179,000.00 - $223,800.00 for California based applicants. This is the lowest to highest salary we in good faith believe we would pay for this role at the time of this posting. An employee's position within the salary range will be based on several factors including, but not limited to, specific competencies, relevant education, qualifications, certifications, experience, skills, geographic location, shift, and organizational needs.

The successful candidate may be eligible for annual performance bonus and equity awards.

We offer a comprehensive package of benefits for full-time and part-time employees, their spouse or domestic partner, and children up to age 26, including but not limited to paid vacation, paid sick leave, and a competitive portfolio of insurance benefits including life, medical, dental, vision, short-term disability insurance, and long-term disability insurance to eligible employees. You may also have the opportunity to participate in Rivian's 401(k) Plan and Employee Stock Purchase Program if you meet certain eligibility requirements. Full-time employee coverage is effective on their first day of employment. Part-time employee coverage is effective the first of the month following 90 days of employment. More information about benefits is available at rivianbenefits.com.

You can apply for this role through careers.rivian.com (or through internal-careers-rivian.icims.com if you are a current employee). This job is not expected to be closed any sooner than March 10, 2026.

Please note that we are currently not accepting applications from third party application services.

About Rivian

Rivian is an American automaker and automotive technology company. Founded in 2009, the company develops vehicles, products and services related to sustainable transportation. Rivian has raised over $10.5 billion since 2019, with investments from Amazon, Ford, and Cox Automotive. The company's first two vehicles, the R1T and R1S, are electric vehicles that are expected to be released in 2021. Rivian has also announced plans to produce electric delivery vans for Amazon. The company has received praise for its focus on sustainability and its commitment to using recycled materials in its vehicles.
Learn more about Rivian
Size
10,000 employees
Market Cap
$16.8 billion
Industry
Founded
2009
NASDAQ

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