Runway Logo

Runway

Engineering Manager, Machine Learning

Reposted 11 Days Ago
Easy Apply
Remote
360K-440K Annually
Mid level
Easy Apply
Remote
360K-440K Annually
Mid level
Lead and manage a team to produce ML-based features for creative tools, leverage machine learning systems, and foster team growth.
The summary above was generated by AI

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 North America and Europe — we also have offices in NYC, San Francisco, Seattle, London, and Tel Aviv

We’re looking for an Engineering Manager to help manage a new team that is focused on productionizing new ML-based features to power Runway’s set of creative tools. You should have experience growing high-performing engineering teams and be deeply interested in the intersection of machine learning and systems design.

What you’ll do
  • Lead a talented ML team and keep pushing the boundaries of AI-based content creation
  • Develop and deploy state-of-the-art machine learning systems to production
  • Work weekly with leadership and the engineering team as a whole to review and set priority around goals
  • Build a team of skilled engineers from diverse backgrounds
What you’ll need
  • 2+ years of experience in a team lead or engineering manager role
  • 4+ years of industry experience in an engineering and/or research role
  • Strong background building impactful and novel machine learning projects, ideally with expertise in large scale, distributed training
  • Experience training diffusion models or LLM's from scratch 
  • Solid knowledge of at least one machine learning framework (e.g. PyTorch, Tensorflow)
  • Empathetic and inclusive leadership style
  • Ability to rapidly prototype solutions and iterate on them with tight product deadlines
  • Strong communication, collaboration, and documentation 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.

Salary range: $360,000-$440,000

Working at Runway

Great things come from great teams. 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
  • GWM-1
  • Gen-4.5
  • General World Models
  • Robotics SDK
  • Conversational Real-time Agents
  • Runway Studios

We're excited to be recognized as a best place to work Crain's | InHerSight | BuiltIn NYC | INC

Top Skills

Machine Learning
PyTorch
TensorFlow

Similar Jobs

8 Days Ago
Remote
USA
Senior level
Senior level
Computer Vision • Healthtech • Information Technology • Logistics • Machine Learning • Software • Manufacturing
Lead a team in developing and implementing computer vision models for 3D dental applications, focusing on machine learning and deep learning technologies.
Top Skills: 3D Deep LearningComputer VisionMachine LearningPythonPyTorch
14 Days Ago
Remote or Hybrid
USA
150K-200K Annually
Senior level
150K-200K Annually
Senior level
Automotive • Big Data • Insurance • Software • Transportation
The Engineering Manager will lead a team in developing a Dispatch Optimization platform, focusing on data science, ML engineering, and operational efficiency, while fostering talent and ensuring project delivery.
Top Skills: AirflowAWSData ScienceMachine LearningMlopsPythonSagemakerSQL
24 Days Ago
Easy Apply
Remote
USA
Easy Apply
237K-279K Annually
Senior level
237K-279K Annually
Senior level
Artificial Intelligence • Blockchain • Fintech • Financial Services • Cryptocurrency • NFT • Web3
The role involves leading and scaling the Risk AI/ML team, managing multiple teams, and owning end-to-end ML systems to mitigate fraud and risk at Coinbase.
Top Skills: Deep LearningMachine LearningMlopsPyTorchTensorFlow

What you need to know about the Los Angeles Tech Scene

Los Angeles is a global leader in entertainment, so it’s no surprise that many of the biggest players in streaming, digital media and game development call the city home. But the city boasts plenty of non-entertainment innovation as well, with tech companies spanning verticals like AI, fintech, e-commerce and biotech. With major universities like Caltech, UCLA, USC and the nearby UC Irvine, the city has a steady supply of top-flight tech and engineering talent — not counting the graduates flocking to Los Angeles from across the world to enjoy its beaches, culture and year-round temperate climate.

Key Facts About Los Angeles Tech

  • Number of Tech Workers: 375,800; 5.5% of overall workforce (2024 CompTIA survey)
  • Major Tech Employers: Snap, Netflix, SpaceX, Disney, Google
  • Key Industries: Artificial intelligence, adtech, media, software, game development
  • Funding Landscape: $11.6 billion in venture capital funding in 2024 (Pitchbook)
  • Notable Investors: Strong Ventures, Fifth Wall, Upfront Ventures, Mucker Capital, Kittyhawk Ventures
  • Research Centers and Universities: California Institute of Technology, UCLA, University of Southern California, UC Irvine, Pepperdine, California Institute for Immunology and Immunotherapy, Center for Quantum Science and Engineering

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account