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Senior Member of Technical Staff: Multimodal Post-Training

Walden Robotics
Posted a month ago, valid for 22 days
Location

San Francisco, San Francisco, CA

Salary

$318,750 - $425,000 per year

Contract type

Full Time

Paid Time Off

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Sonic Summary

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  • The position is for a senior technical leader at Walden Robotics, focusing on developing capable and aligned robot policies using foundation models.
  • Candidates should have deep hands-on experience with post-training large multimodal models and a strong command of reinforcement learning, with a minimum of 5 years of relevant experience.
  • The role involves shaping post-training strategies and ensuring model behavior aligns with product and safety requirements across various tasks.
  • Walden Robotics offers a competitive compensation package, including salary, bonuses, equity, and benefits, with salary details provided separately.
  • The company is an equal opportunity employer and encourages applicants from diverse backgrounds to apply.

Position Summary:

You'll be a senior technical leader for how our foundation models become capable, aligned robot policies. Working alongside our AI leadership and world-class team, you'll drive key work across SFT, preference optimization (RLHF/DPO-style), distillation, and RL—with success measured by policies that act more reliably on real robots in the real world.

Core Responsibilities:

  • Post-Training Strategy: Help shape the post-training recipe—SFT, preference tuning (RLHF/DPO-style), distillation, and RL—and own key stages of how each turns a strong base model into a deployable policy.
  • Reasoning, Tool Use & Multimodality: Push grounded reasoning, tool use, and multimodal understanding for models that must act in the world, not only answer.
  • Behavior & Alignment: Align model behavior with product and safety requirements across diverse tasks and embodiments.
  • Evaluation Methodology: Strengthen the eval and experimentation methodology that separates real gains from noise—spanning offline metrics and on-robot performance.
  • Technical Leadership: Set the technical bar for post-training, mentor the team, and partner with data teams on what data most improves behavior.

Required Qualifications:

  • Post-Training Depth: Deep hands-on experience post-training large multimodal models—SFT, RLHF/DPO-style preference methods, distillation—with results you have shipped or published.
  • Reinforcement Learning: Strong command of RL for large models (reward modeling, policy optimization) and its practical failure modes.
  • Frontier-Scale Models: Experience working with multimodal LLMs or VLA models at frontier scale.
  • Program Ownership: A record of owning end-to-end model-improvement programs and setting technical direction others follow.
  • Measurement & Grounding: Excellent judgment about what to measure, and the instinct to debug across the stack.

Preferred Qualifications:

  • Experience with embodied AI, robotics, or vision-language-action models (or strong desire to move from LLMs into the physical world).
  • Familiarity with evaluating open-ended, real-world task performance.
  • Contributions to influential models, papers, or open-source post-training stacks.


Walden Robotics offers a competitive total compensation program, including salary, annual cash bonus, company equity, company-subsidized insurance programs, 401(k) with company match, flexible PTO, daily lunch, and other benefits. The pay ranges noted on our posts are for salary only.

Walden Robotics is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to hello@waldenrobotics.com.

Walden Robotics participates in E-Verify. If you receive an offer of employment from Walden, you will need to go through the E-Verify process of digital verification of your employment authorization documents as provided on the Form I-9. Participation in E-Verify does not limit your right to work and verification will only be completed after you become





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