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Senior ML Engineer
3 months ago
Who We Are
Aurora (Nasdaq: AUR) is delivering the benefits of self-driving technology safely, quickly, and broadly to make transportation safer, increasingly accessible, and more reliable and efficient than ever before. The Aurora Driver is a self-driving system designed to operate multiple vehicle types, from freight-hauling semi-trucks to ride-hailing passenger vehicles, and underpins Aurora Horizon and Aurora Connect, its driver-as-a-service products for trucking and ride-hailing. Aurora is working with industry leaders across the transportation ecosystem, including Toyota, FedEx, Volvo Trucks, PACCAR, Uber, Uber Freight, U.S. Xpress, Werner, Covenant, Schneider, and Ryder. For Aurora's latest news, visit and @aurora_inno on Twitter.
Aurora hires talented people with diverse backgrounds who are ready to help build a transportation ecosystem that will make our roads safer, get crucial goods where they need to go, and make mobility more efficient and accessible for all. We're searching for a Senior Machine Learning Engineer (Simulation).
Our Simulation ML and Data Science team is responsible for developing data-driven approaches to advance development and validation of the Aurora Driver. We build technology that helps make the most use of our on-road data by improving signals from simulation tests and creating variations that challenge the Aurora Driver's capabilities. We help establish offline testing as a trusted and efficient complement to on-road driving.
While interviewing, you will be expected to intelligently reason about data-driven approaches to leverage offline simulation in the verification and validation of autonomous driving. Your role will interface with Product, Autonomy Development, Systems and Safety Engineering teams and will drive mission-critical decisions in a multi-trillion dollar industry.
In this role, you will
- Developing new actor models and/or performance metrics to serve our use cases
- Support our model development workflow, such as data collection, processing and other infrastructure.
- Meet with partners in autonomy and validation teams to understand their use case and constraints that will inform our projects and technical approach.
- Work with our sibling team in Core Simulation to add any core functionality required to support our actor models
- Develop tooling for any necessary visualization or extraction of insights from developing and running our models.
- Support your team with code reviews and ideas as part of a collaborative environment.
Required Qualifications
- BS (3yrs+), MS (1yr+ with exceptions for strong candidates) or PhD in a robotics/AV/ML related area
- CV/ML model building experience (data preparation, training, evaluation)
- Robotics-related domain knowledge (need not be AV-specific. eg. general controls, manipulation, CV etc. would be fine)
- Must have working knowledge of either C++ or Python, as a minimum requirement
Desired Qualifications
- Experience with simulation, perception or motion planning for autonomous vehicles.
- Knowledge of Pytorch or other ML frameworks
- Experience deploying ML models in production environments
- Publications in top-tier conferences (not workshops).
The base salary range for this position is $168K-$210K per year. Aurora's pay ranges are determined by role, level, and location. Within the range, the successful candidate's starting base pay will be determined based on factors including job-related skills, experience, qualifications, relevant education or training, and market conditions. These ranges may be modified in the future. The successful candidate will also be eligible for an annual bonus, equity compensation, and benefits.
#LI-BB3
#Mid-Senior
Working at Aurora
At Aurora, we bring together extraordinarily talented and experienced people united by the strength of our values. We operate with integrity, set outrageous goals, and build a culture where we win together — all without any jerks.
We have offices in several locations across the United States, where we encourage team and cross-functional collaboration. Aurora offers competitive medical, dental, and vision benefits, and additional healthcare support including medical transportation reimbursement, fertility, adoption, and surrogacy benefits. We empower our employees and their families with options to further their unique physical, mental, and financial well-being.
Our Learning and Development offerings include Aurora Academy, where our people learn, develop, and practice the essential skills that drive Aurora's mission, continually up-leveling our team along the way. Our Careers page provides insight into career opportunities at Aurora, and you can find all the latest news on our Blog.
Safety is central to everything we do. Every employee at Aurora has a role in contributing to safety, every step of the way. We seek candidates who take active responsibility, can contribute to building an atmosphere of trust, and invest in the organization's long-term success by working safely — no matter what.
We believe that self-driving technology has broad benefits – including increased access to transportation. To realize those benefits, we need a workforce with diverse experiences, insights, and perspectives — a workforce that reflects the communities our technology will serve.
Aurora is committed to providing access to anyone who seeks information from our website. We invite anyone using assistive technologies, such as a screen reader or Braille reader, to email us at if they experience difficulty using our website. Please describe the accessibility problem and include a URL (if available).
Aurora considers candidates without regard to their race, color, religion, national origin, age, sex, gender, gender identity, gender expression, sexual orientation, marital status, pregnancy status, parent or caregiver status, ancestry, political affiliation, veteran and/or military status, physical or mental disability, or any other status protected by federal or state law. Aurora considers qualified applicants with criminal histories, consistent with applicable federal, state and local law. We are also committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at
For California applicants, information collected and processed as part of your application and any job applications you choose to submit is subject toAurora's California Employment Privacy Policy.
Diversity, Equity and Inclusion
At Aurora, every employee is empowered to take an active role in building an inclusive, collaborative, and unified culture that leverages our diverse strengths, perspectives, and backgrounds.
Transforming how the world moves people and goods involves seeking to understand backgrounds, insights, and lived experiences that differ from our own. One way we accomplish that is with our 15 employee-led Aurora Unified Groups, which support diverse voices and drive inclusive collaboration. We believe that teamwork, belonging, and trust motivate and support our employees to do their best work. As our team grows, we strive to attract and retain exceptional talent that adds new perspectives and experiences and continues to drive innovation. Learn more on our Culture Page.
