Software Engineer, ML Training Performance

Zoox

Foster City, CAOn-siteFull time
Invite-only right now: save jobs, track applications, build tailored resumesAlready have an account? Log in
Pay
$177K to $270K
a year
Location
Foster City, CA
Work style
On-site
Job type
Full time
Posted
Oct 16
3 days ago
Career path

See where this role leads

Jigup maps the next three moves from a job like this one, with the titles and the skills each step asks for.

Join the waitlist

About the company

Zoox

Automotive · 1,001 to 5,000 employees

Zoox is on a mission to reimagine transportation and ground-up build autonomous robotaxis that are safe, reliable, clean, and enjoyable for everyone. We are still in the early stages of deploying our robotaxis on public roads, and it is a great time to join Zoox and have a significant impact in executing this mission. The ML Platform team at Zoox plays a crucial role in enabling innovations in large-scale Foundation models, VLMs, and VLAs to make autonomous driving as seamless as possible.

Zoox on LinkedIn

What you'll do

  • Drive ML performance optimization initiatives to make models for autonomous driving faster and more efficient.
  • Build and operate ML tools, model development, and serving systems for in- and off-vehicle ML use cases.

What you need

  • Note: You do not have to meet all the requirements below to be considered for this position: 4+ years of total experience, including 2+ years working on large-scale model training platforms. Experience with distributed training frameworks (Megatron-LM, TorchTitan), efficiently utilizing GPU/accelerator clusters at scale. Experience with RL framework such as Verl/MILES and RL algorithms(GRPO, PPO) Experience with collective communication libraries (e.g., NCCL) and optimizing communication/compute overlap in multi-node training. Experience using profiling tools (NVIDIA Nsight, PyTorch Profiler, or XLA/JAX profiling) to identify and resolve training bottlenecks. Proficient in Python or C++. Experience with ML compilers, performance tooling, or hardware/software co-design (e.g., GPU/TPU/accelerator architectures).

Key skills

distributed trainingquantizationdistillationpruningML Performance OptimizationML toolsmodel developmentserving systems

Keywords for your resumePro

The words this employer's screening is likely to look for.

This job lists resume keywords

The terms this posting uses, pulled out so you can mirror them in your resume. Jigup Pro members see the list on the job board.

Join the waitlist

See full description on company page, apply now

Read the full posting here
Zoox is on a mission to reimagine transportation and ground-up build autonomous robotaxis that are safe, reliable, clean, and enjoyable for everyone. We are still in the early stages of deploying our robotaxis on public roads, and it is a great time to join Zoox and have a significant impact in executing this mission. The ML Platform team at Zoox plays a crucial role in enabling innovations in large-scale Foundation models, VLMs, and VLAs to make autonomous driving as seamless as possible. The Opportunity Are you excited to drive our ML Performance Optimization initiatives and make our ML models that enable autonomous driving as fast and efficient as possible? You will get to work with SOTA accelerators, cutting-edge techniques in distributed training, quantization, distillation, and pruning, among other things, working closely with all the Autonomy teams within Zoox - Perception, Prediction, Planner, Simulation, Collision Avoidance, and have the opportunity to significantly push the boundaries of how ML is practiced within Zoox. We build and operate the base layer of ML tools, model development, and serving systems that our applied research teams use for in- and off-vehicle ML use cases. You will work alongside a team of strong software engineers and act as a force multiplier for our internal customers. This team has many growth opportunities as we expand our robotaxi deployments and venture into new ML domains. If you want to learn more about our stack behind autonomous driving, please look here. If you want to learn more about our ML Infrastructure, here is one of our past talks at re:Invent.

More entry level jobs in Foster City, CA

All jobs in Foster City, CA

More jobs at Zoox

Ready to apply?

Jigup is invite-only right now. Join the waitlist to save jobs, track applications, and build tailored resumes.

Join the waitlist