Rivian

Staff Engineer, Perception: Data Loop

Rivian$228K — $285K *
Manufacturing & Automotive
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's, Master's or PhD in Computer Science, Robotics, Electrical Engineering, or related field.
  • Extensive professional experience in Software Development and statistical analysis.
  • Preferred experience in a robotics, perception or autonomy environment.
  • Strong problem-solving and coordination skills in a cross-functional setting.
  • Excellent communication and presentation skills.

Responsibilities

  • Drive performance improvement by addressing data limitations and enhancing training data.
  • Collaborate with labeling and curation teams to prioritize data diversity and accuracy.
  • Manage operations for continuous improvement of training and evaluation datasets.
  • Work with the ML Infrastructure team to scale data operations effectively.
  • Coordinate with various teams to standardize performance understanding and tackle technical challenges.

Benefits

  • Comprehensive medical/Rx, dental, and vision insurance for employees and dependents.
  • Coverage begins on the first day of employment.
  • Rivian covers most premium costs.
Full Job Description
Role Summary

The Data Loop team drives the data-centric enhancement of Rivian's Perception System by focusing on the tools, operations, and processes needed to build an expanding and increasingly diverse dataset.

As a member of this team, you will own one or more pipelines for data-driven improvements for the Perception models and evaluation systems. Your work will provide the platform for driving autonomy performance improvements with data, and timely delivery of new autonomy features to our customers.

Responsibilities

  • Drive continuous improvement in our onboard performance by understanding current limitations and addressing them through improved training data. This includes building tooling to understand data distributions, working with autonomy leaders and engineers to understand current challenges.
  • You will work closely with labeling and curation teams to drive priorities across data diversity, scale, accuracy and adding new features to support product expansion.
  • Manage the operations that continuously improve our training and evaluation datasets, including curation and dataset generation
  • Work with our ML Infrastructure team to build the tools that allow our data operations to scale efficiently.
  • Working closely with teams across the larger perception group, systems engineering, data collection and labelling teams to address technical challenges and standardize performance understanding.

Qualifications

  • Bachelor's, Master's or PhD degree in Computer Science, Robotics, Electrical Engineering, or a related field.
  • Extensive professional experience in Software Development and statistical analysis.
  • Experience working in a robotics, perception or autonomy environment is strongly preferred.
  • Strong problem solving and coordination skills and an ability to operate effectively in a highly cross functional and fast paced environment.
  • Excellent team player with strong communication and presentation skills.

Pay Disclosure

Salary Range for California Based Applicants: $228,000 - $285,000 (actual compensation will be determined based on experience, location, and other factors permitted by law).

Benefits Summary: Rivian provides robust medical/Rx, dental and vision insurance packages for full-time employees, their spouse or domestic partner, and children up to age 26. Coverage is effective on the first day of employment, and Rivian overs most of the premiums.

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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