Rivian
Sr. Software Analyst (Data Annotation), Autonomy
Rivian, Palo Alto, California, United States, 94306
About Rivian
Rivian is on a mission to keep the world adventurous forever. This goes for the emissions-free Electric Adventure Vehicles we build, and the curious, courageous souls we seek to attract.As a company, we constantly challenge what's possible, never simply accepting what has always been done. We reframe old problems, seek new solutions and operate comfortably in areas that are unknown. Our backgrounds are diverse, but our team shares a love of the outdoors and a desire to protect it for future generations.
Role Summary
Rivian's Self-Driving Data Team is responsible for delivering high-quality data for ADAS development. To that end, we are seeking a Senior Software Analyst who is a self-starting, detail-oriented, data-driven problem solver. You will plan upcoming 3D/2D annotation projects with multiple stakeholders and companies, maintain ongoing relationships with vendors and ensure quality, track bug fixes and feature requests, define labeling policy, annotate 3D sensor data, and quality control annotated data.
Responsibilities
Assess the level of effort and execute multiple projects end-to-end. Conclude if it can be done in-house or requires outsourcing and participate in project planning.Collaborate with stakeholders to collect labeling requirements and develop, maintain, and update labeling policy for each project.Develop annotation certification and define performance & quality metrics.Maintain organized metrics via spreadsheets or databases and be able to report on metrics accordingly.Conduct QA/QC analysis, ensure we provide high-quality 3D/2D data to annotators, check the quality of annotations, and provide feedback to annotators as needed.Implement process for labeling efficiency. Measure effectiveness for continual refinement of processes.Work with multiple vendors and understand the contracts & quotes for 3rd party annotations/tools.Prepare technical reports and collaborate with cross-functional engineering teams to ensure consistent process implementation, with the ability to automate basic processes.Develop data visualization reports to display trends in data distribution and metrics.High level of motivation, project ownership, engagement, focus, and personal accountability.
Qualifications
BS degree in a technical/related field and 2+ years of experience or 5+ years of relevant experience.2+ years of managing data annotation or related projects.Strong understanding of 3D/2D data annotation and evaluation workflow for ML use cases.Basic scripting knowledge in Python, SQL, Databases, or Visualization.Experience leading a team, training/mentoring junior team members, and executing projects with offshore teams.Experience with LiDAR point cloud, video, and image annotation.Ability to work independently with minimal supervision and deliver under aggressive timelines.Ability to efficiently coordinate multiple projects across several teams (both in-house and external vendors).Experience working cross-functionally with engineering and annotation teams across multiple time zones.Experience building or iterating on existing processes and tools.Comfortable working in a fast-paced, collaborative environment.
Pay Disclosure
Salary Range for California Based Applicants: $132,000.00 - $145,100.00 (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 covers most of the premiums.Equal Opportunity
Rivian is an equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, sex, sexual orientation, gender, gender expression, gender identity, genetic information or characteristics, physical or mental disability, marital/domestic partner status, age, military/veteran status, medical condition, or any other characteristic protected by law.Rivian is committed to ensuring that our hiring process is accessible for persons with disabilities. If you have a disability or limitation, such as those covered by the Americans with Disabilities Act, that requires accommodations to assist you in the search and application process, please email us at candidateaccommodations@rivian.com.
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Rivian is on a mission to keep the world adventurous forever. This goes for the emissions-free Electric Adventure Vehicles we build, and the curious, courageous souls we seek to attract.As a company, we constantly challenge what's possible, never simply accepting what has always been done. We reframe old problems, seek new solutions and operate comfortably in areas that are unknown. Our backgrounds are diverse, but our team shares a love of the outdoors and a desire to protect it for future generations.
Role Summary
Rivian's Self-Driving Data Team is responsible for delivering high-quality data for ADAS development. To that end, we are seeking a Senior Software Analyst who is a self-starting, detail-oriented, data-driven problem solver. You will plan upcoming 3D/2D annotation projects with multiple stakeholders and companies, maintain ongoing relationships with vendors and ensure quality, track bug fixes and feature requests, define labeling policy, annotate 3D sensor data, and quality control annotated data.
Responsibilities
Assess the level of effort and execute multiple projects end-to-end. Conclude if it can be done in-house or requires outsourcing and participate in project planning.Collaborate with stakeholders to collect labeling requirements and develop, maintain, and update labeling policy for each project.Develop annotation certification and define performance & quality metrics.Maintain organized metrics via spreadsheets or databases and be able to report on metrics accordingly.Conduct QA/QC analysis, ensure we provide high-quality 3D/2D data to annotators, check the quality of annotations, and provide feedback to annotators as needed.Implement process for labeling efficiency. Measure effectiveness for continual refinement of processes.Work with multiple vendors and understand the contracts & quotes for 3rd party annotations/tools.Prepare technical reports and collaborate with cross-functional engineering teams to ensure consistent process implementation, with the ability to automate basic processes.Develop data visualization reports to display trends in data distribution and metrics.High level of motivation, project ownership, engagement, focus, and personal accountability.
Qualifications
BS degree in a technical/related field and 2+ years of experience or 5+ years of relevant experience.2+ years of managing data annotation or related projects.Strong understanding of 3D/2D data annotation and evaluation workflow for ML use cases.Basic scripting knowledge in Python, SQL, Databases, or Visualization.Experience leading a team, training/mentoring junior team members, and executing projects with offshore teams.Experience with LiDAR point cloud, video, and image annotation.Ability to work independently with minimal supervision and deliver under aggressive timelines.Ability to efficiently coordinate multiple projects across several teams (both in-house and external vendors).Experience working cross-functionally with engineering and annotation teams across multiple time zones.Experience building or iterating on existing processes and tools.Comfortable working in a fast-paced, collaborative environment.
Pay Disclosure
Salary Range for California Based Applicants: $132,000.00 - $145,100.00 (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 covers most of the premiums.Equal Opportunity
Rivian is an equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, sex, sexual orientation, gender, gender expression, gender identity, genetic information or characteristics, physical or mental disability, marital/domestic partner status, age, military/veteran status, medical condition, or any other characteristic protected by law.Rivian is committed to ensuring that our hiring process is accessible for persons with disabilities. If you have a disability or limitation, such as those covered by the Americans with Disabilities Act, that requires accommodations to assist you in the search and application process, please email us at candidateaccommodations@rivian.com.
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