Data Engine Operations Analyst
Aurora Innovation
·
Posted:
August 21, 2023
·
Onsite
About the position
On the Data Engine team at Aurora, we are seeking an exceptional operations analyst to join our world-class group. This role involves exploring computer vision, machine learning, and data annotation with human-in-the-loop tooling. As an operations analyst, you will develop expertise in our proprietary tools and processes, review and evaluate model output, orchestrate workflows, collaborate on training materials, and track task throughput. Strong attention to detail, communication skills, and critical thinking are essential for success in this role. If you are passionate about delivering high-quality data and enabling efficient workflows, this could be the perfect opportunity for you.
Responsibilities
- Develop expertise in all of the Data Engine proprietary tools and established processes within the first three months of employment
- LiDAR point cloud labeling and tracking through time
- Image bounding box labeling
- Variant video-based labeling
- Metadata labeling and sub-categorization
- Quality assessment and auditing of data annotations
- Review and evaluate output generated by model and provide feedback or corrections as necessary
- Orchestrate existing workflows and provide feedback on both tooling and process
- Ability to respond to changing team priorities and properly allocate time to highest priority tasks
- Collaborate on training materials for deployment of tasks at scale
- Interact with and Interpret dashboards and reports to track throughput of high priority tasks
Requirements
- 2+ years of relevant systems experience (i.e. 3D modeling software, image-based editing software, data entry, and/or proprietary data platforms, self driving operations)
- Strong attention to detail
- Solid communication and critical thinking skills to convey feedback on complex scenarios
- Former labeling experience regardless of domain (desirable)
- Understanding of machine learning concepts and computer vision (desirable)
- Strong process and metrics focus with a passion for getting things done (desirable)
Benefits
- Competitive medical, dental, and vision benefits
- Additional healthcare support including medical transportation reimbursement, fertility, adoption, and surrogacy benefits
- Learning and Development opportunities through Aurora Academy
- Opportunities for career advancement
- Access to the latest news and updates through the Aurora Blog
- Commitment to safety and creating a culture of trust
- Emphasis on diversity, equity, and inclusion
- Inclusive and collaborative culture
- Opportunities for cross-functional collaboration
- Empowerment of employees and their families to prioritize physical, mental, and financial well-being
- Annual bonus, equity compensation, and benefits eligibility
- Commitment to providing reasonable accommodations for individuals with disabilities
- Support for employee-led Aurora Unified Groups to drive inclusive collaboration
- Opportunity to work on cutting-edge self-driving technology
- Collaboration with industry leaders in the transportation ecosystem
- Opportunity to contribute to making transportation safer, more accessible, and efficient