Role SummaryThis role will be part of the Perception Systems team within the larger perception group and focuses on the data-loop, triage and model evaluation processes necessary for deploying perception models towards Autonomy features.
In this role you will be responsible for driving root-cause analysis and of why the perception system is not performing as expected and writing software at the interfaces of the perception and overall autonomy stack. You offer deep system-level insights, first principles thinking and ability to dive deep to identify things that are not obvious to a single domain expert.
Responsibilities- Root-cause analysis: Investigating model performance issues with a system-level and sensor performance lens to identify the underlying reasons for failures or regressions. This includes developing software and tooling to streamline RCA, data analysis, and evaluation workflows.
- Identification of necessary data improvements: Analyzing data-loop processes and triage results to specify requirements for improved data collection, labeling, or augmentation to enhance model robustness.
- Establishing, reviewing, and maintaining evaluation metrics: Developing robust KPIs and metrics to identify and prevent future regressions from perception models, ensuring they meet the necessary performance bars for Autonomy features and implementing these in code.
- Cross-functional collaboration: Working closely with teams across the larger perception group and systems engineering 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.
- Demonstrated experience deploying autonomy in the real world including strong familiarity with machine learning in a production environment.
- Strong problem solving and coordination skills and an ability to operate effectively in a highly cross functional and fast paced environment.
- Strong cross-functional communication and coordination skills
Pay DisclosureSalary 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. 
