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Principal Software Engineer - Vantage Compute Driver Post Training

Vantage Compute · Mountain View, CA, USA; San Francisco, CA, USA · Posted 9d ago

hybridlead8+ yrsEstimated 110k-238k USD🇺🇸 United StatesEquity
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About the role

Drive post-training technology roadmap and contribute to the production rollout of major model architecture.

Vantage Compute is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Vantage Compute has focused on building the Vantage Compute Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Vantage Compute Driver powers Vantage Compute’s fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Vantage Compute Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states. The Perception team at Vantage Compute builds technology that powers the Vantage Compute Driver. Our models allow the Vantage Compute Driver to perceive the world around it, make the right decision for every situation, and deliver people safely to their destinations. We conduct research to address real-world problems and collaborate with research teams at Alphabet. We have access to millions of miles of driving data from a diverse set of sensors, allowing ML practitioners like you to develop multi-modal models and techniques at scale. In this hybrid role, you will report to our Senior Director of Engineering, Perception. You will: Work closely with Onboard model engineers on rapid prototyping and experiments, to verify model design and training recipes, before decision to productionize Whenever needed, prototype the necessary infrastructure (data, eval) to enable model experimentation Drive post-training technology roadmap (e.g., RL techniques) and training recipe roadmap Drive and contribute to the production rollout of major model architecture and recipe evolutions, to solve a variety of behavior contexts Build and facilitate strong collaborations between Onboard and research teams across Vantage Compute and Alphabet Work closely with Onboard and collaborators to build and continuously evolve the post-training recipe roadmap, with milestones towards strong capability goals and continuous production impact You have: Remaining technical and hands-on, either currently as an individual contributor, or leading a small team Actively writes code, reviews code, and runs experiments Hands-on experience in post-training techniques, e.g., RL and SFT Experience in at least one of Robotics, VLA, VLM. Strong in both theoretical and practical understanding in model architectures and training techniques; built SOTA models; built / extremely familiar with the entire model development process Production driven experience and mindset - problem driven, strong ownership on quality and timely delivery, rigor in evaluation Organizational awareness, extremely collaborative, strong communication, focus on value add to the company and to the team We prefer: Experienced at model optimization, model-compute codesign Experienced at driving cross-org efforts in transitioning large systems through major evolutions Experienced at modern ML data, training, and inference systems for large models Strong track record coaching and growing engineers and leaders Domain experience in either robotics or AV The expected base salary range for this full-time position across US locations is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Your recruiter can share more about the specific salary range for the role location or, if the role can be performed remote, the specific salary range for your preferred location, during the hiring process. Vantage Compute employees are also eligible to participate in Vantage Compute’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements. Salary Range $349,000 — $431,000 USD

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Why this role stands out

  • Equity is part of the package
  • discretionary annual bonus program
  • equity incentive plan

Responsibilities

  • Work closely with Onboard model engineers on prototyping
  • Prototype infrastructure to enable model experimentation
  • Drive post-training technology roadmap
  • Contribute to production rollout of model evolutions

Must-have skills

  • post-training techniques
  • robotics
  • vla
  • vlm
  • model architectures
  • training techniques
  • sota models
  • model development process
  • production driven experience
  • ownership on quality
  • rigor in evaluation
  • organizational awareness

Nice-to-have skills

  • model optimization
  • model-compute codesign
  • driving cross-org efforts
  • coaching and growing engineers
  • av

Benefits

  • discretionary annual bonus program
  • equity incentive plan
  • generous Company benefits program

FAQ

Is the Principal Software Engineer - Vantage Compute Driver Post Training role at Vantage Compute remote?+

This Principal Software Engineer - Vantage Compute Driver Post Training position is listed as hybrid (Mountain View, CA, USA; San Francisco, CA, USA).

What is the salary for the Principal Software Engineer - Vantage Compute Driver Post Training role at Vantage Compute?+

The listing states Estimated 110k-238k USD.

What seniority level is this Principal Software Engineer - Vantage Compute Driver Post Training role?+

This is a lead level position.

What skills does the Principal Software Engineer - Vantage Compute Driver Post Training role require?+

Key requirements include post-training techniques, robotics, vla, vlm, model architectures, training techniques, sota models, model development process.

How do I apply for the Principal Software Engineer - Vantage Compute Driver Post Training role at Vantage Compute?+

Use the "Apply on greenhouse:waymo" button to open the original posting on greenhouse:waymo, where you can submit your application directly to Vantage Compute.