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Sr/Staff Product Manager, ML Research

Runway

This Staff Product Manager role oversees the full lifecycle of AI research and productization for a world-modeling company. You will bridge the gap between cutting-edge ML research and user-facing tools.

What you’d own

  • Full product lifecycle from pre-training to GTM
  • Productizing internal research into customer-facing tools
  • Defining metrics and conducting /B tests
  • Pricing and GTM strategy

Who it’s for

A fit if you…

  • ✓You have 4+ years of PM experience and a strong technical/ML background
  • ✓You are comfortable with SQL, Python, and version control
  • ✓You enjoy building products from scratch in fast-moving environments

Not for you if…

  • ✗You prefer a narrow scope; this role requires GM-like vertical ownership
  • ✗You prefer established processes over early-stage research ambiguity
  • ✗You lack the technical depth to collaborate directly with an ML research team

Reading between the lines

  • The 'GM-like mandate' and 'vertical ownership' suggest you will have high autonomy but also significant accountability for business outcomes like pricing and GTM.
  • The requirement to work with a research team on 'state-of-the-art' systems implies a heavy emphasis on technical feasibility and research-to-product translation.

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Full job description

Compensation: $230K – $280K

We are building AI to simulate the world through merging art and science.

We believe that world models are at the frontier of progress in artificial intelligence. Language models alone won’t solve the world’s hardest problems – robotics, disease, scientific discovery. Real progress requires models that experience the world and learn from their mistakes, the same way that humans do. And this kind of trial and error can be massively accelerated when done in simulation, rather than in the real world.

World models offer the most clear path to general-purpose simulation, changing how stories are told, how scientific progress is made and how the next frontiers of humanity are reached.

Our team consists of creative, open minded, caring and ambitious people who are determined to change the world. We aspire to continuously build impossible things and our ability to do so relies on building an incredible team. If you are driven to do the same, we'd love to hear from you.

ABOUT THE ROLE

*Open to hiring remote across the US — preferable to have someone near an office in NYC or San Francisco.

This is a rare PM role with true vertical ownership across the full product lifecycle; from early-stage research and pre-training through to post-training and UX buildout through to GTM strategy and pricing - giving the right person a GM-like mandate to drive product decisions end-to-end in a way that's unique for a company of our scale.

We’re looking for a passionate Product Manager to help us develop cutting-edge AI tools. This role is for someone who has a combination of strong technical or ML background and experience in product management. You have the ability to take the state-of-the-art AI systems our research team builds and turn them into impactful tools for our customers.

You’ll deeply understand what users want, what’s possible to build, and what’s strategic for our business. You’ll be a bridge between our users and our internal teams so we ship products that have the most value for Runway’s creators.

This role is a fundamental and critical part of the team for a market-defining company in its early stages.

WHAT YOU’LL DO

  • Work alongside our research team to define new AI applications that solve customer needs and drive business value
  • Collaborate closely with engineering and design to productize research and continuously improve existing tools
  • Define and analyze metrics, talk with users weekly, and conduct A/B tests to discover use cases, validate pain points, and prioritize features

WHAT YOU’LL NEED

  • 1+ years of direct experience with SQL, python, code generation tools, and version control best practices
  • 4+ years of product management experience
  • Familiarity with the current state-of-the-art ML capabilities and ML products
  • Experience working with fast-moving teams and building products from scratch
  • Passion for seeing research through from initial conception to ultimate application
  • Excellent written and verbal communication skills

Runway strives to recruit and retain exceptional talent from diverse backgrounds while ensuring pay equity for our team. Our salary ranges are based on competitive market rates for our size, stage and industry, and salary is just one part of the overall compensation package we provide.

There are many factors that go into salary determinations, including relevant experience, skill level and qualifications assessed during the interview process, and maintaining internal equity with peers on the team. The range shared below is a general expectation for the function as posted, but we are also open to considering candidates who may be more or less experienced than outlined in the job description. In this case, we will communicate any updates in the expected salary range.

Lastly, the provided range is the expected salary for candidates in the U.S. Outside of those regions, there may be a change in the range, which again, will be communicated to candidates.

WORKING AT RUNWAY

Great things come from great teams. https://www.youtube.com/watch?v=kwmj4ato2kw&ab_channel=Runway We’d love to hear from you.

We’re committed to creating a space where our employees can bring their full selves to work and have equal opportunity to succeed. So regardless of race, gender identity or expression, sexual orientation, religion, origin, ability, age, veteran status, if joining this mission speaks to you, we encourage you to apply.

More about Runway

  • Universal World Simulator https://runwayml.com/world-simulator.html
  • GWM-1 https://runwayml.com/research/introducing-runway-gwm-1
  • Gen-4.5 https://runwayml.com/research/introducing-runway-gen-4.5
  • General World Models https://runwayml.com/research/introducing-general-world-models
  • Robotics SDK https://runwayml.com/research/introducing-runway-gwm-1#robotics-section
  • Conversational Real-time Agents https://runwayml.com/research/introducing-runway-gwm-1#avatars-section
  • Runway Studios https://runwayml.com/studios

We're excited to be recognized as a best place to work:

Crain's https://www.crainsnewyork.com/awards/best-places-work-2023 | InHerSight https://www.inhersight.com/companies/best/city/new-york-city-ny | BuiltIn NYC https://builtin.com/awards/new-york-city/2024/best-places-to-work | INC https://www.inc.com/best-workplaces/2024

About Runway

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Runway is a creative AI platform that provides tools for video generation, editing, and visual effects using generative AI models. Creators, filmmakers, and content teams use it to generate video from text prompts, remove backgrounds, apply visual effects, and produce AI-assisted edits that would take hours in traditional software. The company has shipped a series of increasingly capable video generation models (Gen-1, Gen-2) and has established itself alongside Sora and Stability AI as a major player in generative video. Runway is venture-backed, used by creative professionals and major studios, and has built a culture at the intersection of AI research and creative craft.

AI & Machine LearningMedia & Creator Tools

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