Senior Software Engineer, Perception ML
At a glance
Senior Machine Learning Engineering role at nuro. Mountain View · full-time · $193,930–$291,150 base.
aimlroles summary, based on the employer's posting.
What you'll do
- Create perception models from real sensor inputs, including 3D and spatial representations, to improve scene understanding
- Set model architecture, representations, objectives and training choices, then measure the results
- Use controlled experiments and ablations to test model behavior and check for gains
- Trace model failures to modeling, supervision, data or optimization issues
- Coordinate with autonomy and infrastructure teams to use sensor data and failure analysis for targeted model updates
What you bring
- A bachelor’s degree in computer science, robotics, statistics, physics, math or another quantitative area
- At least four years of industry software engineering, with fluent Python and familiarity with C or C++
- Practical depth in building, training, debugging and improving ML models
- Evidence of leading technical projects across teams from planning through completion
Who this fits
This senior individual-contributor role suits someone with applied ML depth and perception experience, or a strong record of quickly developing expertise and delivering substantive results in new ML areas. You’ll collaborate with autonomy and infrastructure engineers while keeping your main responsibility in model development.
From the employer
Who We Are
Nuro believes self-driving vehicles are the most immediate and profound opportunity for AI to drive positive change in the physical world. Safer streets, more time for what matters, and easier access to the world around us, that’s why we’re building a universal autonomy platform: self-driving for all roads and all rides.
Founded in 2016, Nuro is a physical AI company developing Level 4 autonomous driving technology for a wide range of vehicles, use cases, and markets. Powered by the Nuro Driver™, our universal autonomy platform enables the global mobility ecosystem to deploy autonomy at scale, from robotaxis and logistics fleets to personal vehicles.
With years of real-world deployment experience and a flexible, partner-led business model, Nuro is working toward a future where millions of autonomous vehicles powered by our technology help make everyday life safer, easier, and more connected.
Nuro has raised over $2B in capital from Uber, NVIDIA, Google, Softbank, Fidelity, T. Rowe Price, and other leading investors.
About the Role
We’re a team applying ML to push autonomy performance forward. As a Perception ML Engineer, you’ll develop and improve perception models, with ownership of modeling, training, and evaluation. Your work will directly impact how autonomous systems understand rare scenarios, adapt to global geographies, and scale safely.
Design and advance perception models that:
- Improve scene understanding from real sensor data, including 3D and spatial representations
- Generalize across sensor platforms, geographies, and rare driving scenarios
- Meet requirements for model quality and onboard inference runtime
Tailor Your Impact:
- Applied ML Depth: Own model architecture, loss design, training, and experiments that deliver measurable perception improvements.
- Collaborative Delivery: Partner with ML Data Infrastructure and autonomy engineers, contributing across the stack when needed while keeping primary ownership in modeling.
About the work
You’ll solve autonomy’s hardest perception challenges through applied ML and rigorous experimentation:
- Develop and improve perception models, making choices about architecture, representations, objectives, and training.
- Design controlled experiments and ablations to understand model behavior and validate improvements.
- Diagnose model failures and distinguish limitations in modeling, supervision, training data, and optimization.
- Collaborate with autonomy and infrastructure engineers to turn sensor data and failure analysis into targeted model improvements.
About You
- BS in Computer Science, Robotics, Statistics, Physics, Math or another quantitative area.
- 4+ years of industry software engineering experience with Python fluency and C/C++ familiarity. Proven ability to lead cross-functional technical projects from design to completion.
- You have hands-on depth in developing, training, debugging, and improving ML models.
- You bring perception experience, or an exceptionally strong growth trajectory with evidence of quickly building depth and delivering substantive ML results in new domains.
Bonus Points
- Experience with occupancy, 3D scene understanding, or onboard perception models.
- Familiarity working with synthetic or autonomous driving data.
At Nuro, your base pay is one part of your total compensation package. For this position, the reasonably expected pay range is between $193,930.00 and $291,150.00/year for the level at which this job has been scoped. Your base pay will depend on several factors, including your experience, qualifications, education, location, and skills. In the event that you are considered for a different level, a higher or lower pay range would apply. This position is also eligible for an annual performance bonus, equity, and a competitive benefits package.
At Nuro, we celebrate differences and are committed to a diverse workplace that fosters inclusion and psychological safety for all employees. Nuro is proud to be an equal opportunity employer and expressly prohibits any form of workplace discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, veteran status, or any other legally protected characteristics.