Wayve
Staff ML Performance Engineer (Training Efficiency)
Sunnyvale · Staff+ · Full-time
Sponsorship not specified$336k-$359kDetected 48 days ago
PythonMachine LearningResearch
About the role
- We are looking for a Staff ML Performance Engineer to join our Training Tech team working on optimizing large scale ML jobs to enable scaling our models to the next order of magnitude.
- A successful candidate will increase efficiency of training and inference workloads in order to allow Wayve to train larger models faster.
Responsibilities
- Design and implement efficiency improvements to maximize MFU and throughput, e.g. parallelism, model compilation, mixed precision
- Design and implement observability tools to identify bottlenecks and drive performance improvements, e.g. to track MFU, throughput, latency, etc
- Design and implement benchmarking tools, e.g. to track efficiency gains or regressions
- Collaborate closely with Research teams to integrate training efficiency improvements and create a culture of performance optimization
- To learn more about what drives us, visit Values at Wayve
Requirements
- If you're passionate about self-driving cars and think you have what it takes to make a positive impact on the world, we encourage you to apply.
Compensation
- This role is a full-time role based in Sunnyvale, CA (hybrid) and the reasonably estimated salary for this role ranges from $336,400 to $359,000, plus a competitive equity package.
Benefits
- BS or MS in Machine Learning, Computer Science, Engineering, or a related technical discipline or equivalent experience
Company info
- Founded in 2017, Wayve is the leading developer of Embodied AI technology. Our advanced AI software and foundation models enable vehicles to perceive, understand, and navigate any complex environment, enhancing the usability and safety of automated driving systems.
- Our vision is to create autonomy that propels the world forward. Our intelligent, mapless, and hardware-agnostic AI products are designed for automakers, accelerating the transition from assisted to automated driving.
- In our fast-paced environment big problems ignite us-we embrace uncertainty, leaning into complex challenges to unlock groundbreaking solutions. We aim high and stay humble in our pursuit of excellence, constantly learning and evolving as we pave the way for a smarter, safer future.
- At Wayve, your contributions matter. We value diversity, embrace new perspectives, and foster an inclusive work environment
- We value diversity, embrace new perspectives, and foster an inclusive work environment; we back each other to deliver impact.
- Make Wayve the experience that defines your career!
- Founded in 2017, Wayve is the leading developer of Embodied AI technology.
- Our advanced AI software and foundation models enable vehicles to perceive, understand, and navigate any complex environment, enhancing the usability and safety of automated driving systems.
- Our vision is to create autonomy that propels the world forward.
- Our intelligent, mapless, and hardware-agnostic AI products are designed for automakers, accelerating the transition from assisted to automated driving.
- In our fast-paced environment big problems ignite us-we embrace uncertainty, leaning into complex challenges to unlock groundbreaking solutions.
- We aim high and stay humble in our pursuit of excellence, constantly learning and evolving as we pave the way for a smarter, safer future.
Visa & Work Authorization
- e skills and perspectives, and regardless of sex, race, religion or belief, ethnic or national origin, disability, age, citizenship, marital, domestic or civil partnership status, sexual orientation, gender identity, vet
This listing is sourced directly from Wayve's careers page and normalized into a canonical job model.