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Runway is a global AI research and technology company focused on building Universal Simulation systems for media generation. This role is for a Machine Learning Engineer to build new multimodal AI systems, focusing on improving performance of model training and inference, optimizing state-of-the-art AI models for video generation, and building tooling for distributed training runs on Runway’s HPC cluster. The position is open to remote hiring across America.

Director of Machine Learning, ML Datasets Engineering

We are a global AI research and technology company focused on building Universal Simulation systems. The research we are doing and the tools we are building are maturing rapidly and are quickly becoming the foundation for how we will all soon approach making anything. From images to videos, scripted media to documentaries, graphic design to architecture, interactive games to social media, new forms of learning and the future of entertainment itself. Everyone will be empowered to make anything. There will no longer be any barriers to entry.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.<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">About the role</h3>*Open to hiring remote across America — we also have offices in NYC, San Francisco and SeattleWe’re looking for Machine Learning Engineers who can help us build new multimodal AI systems for media generation. The ideal candidate for this role has a combination of strong engineering skills, extensive experience working on machine learning projects, and thrives in fast-paced, high-ownership environment. Multiple positions available.<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">What you’ll do</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Improve performance of model training and inference.</li><li class="leading-relaxed">Exercise strong low-level understanding of GPU workloads in a fast-paced, high-ownership environment.</li><li class="leading-relaxed">Optimize state-of-the-art AI models for video generation, such as Gen-3 and other video and video models.</li><li class="leading-relaxed">Build tooling to improve the efficiency and reliability of distributed training runs on Runway’s HPC cluster.</li><li class="leading-relaxed">Role may telecommute from anywhere in the US with occasional travel to HQ.</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">What you’ll need</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">5 years of experience in the job offered or similar software engineering position</li><li class="leading-relaxed">5 years of experience in a role optimizing machine learning model inference and training</li><li class="leading-relaxed">5 years of experience with Python, C/C++, CUDA</li><li class="leading-relaxed">5 years of experience profiling GPU performance and distributed training runs</li><li class="leading-relaxed">Experience with ML framework (such as PyTorch), optimized runtimes for inference (such as TensorRT) or compilers (such as GCC)</li><li class="leading-relaxed">Bachelor’s degree in Computer Science, Mathematics, Applied Mathematics, or a closely related field, or foreign degree equivalent</li></ul>How to Apply: Apply directly through this website by submitting your resume and cover letter below. Alternatively, you may apply by resume to Rebecca McPherson, Runway AI, Inc., 18 W 18th Street, Floor 11, New York, NY, 10011, include "Ref #100" on cover letter. Or email resume to optimizationapp@runwayml.com with subject line “reference number 100”.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: $250,000-$400,000<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Working at Runway</h3><a href="https://www.youtube.com/watch?v=kwmj4ato2kw&abchannel=Runway" target="blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Great things come from great teams.</a> 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<ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed"><a href="https://research.runwayml.com/" target="_blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Research</a></li><li class="leading-relaxed"><a href="https://aiff.com/" target="_blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Our AI Film Festival</a></li><li class="leading-relaxed"><a href="https://studios.runwayml.com/" target="_blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Runway Studios</a></li><li class="leading-relaxed"><a href="https://runwayml.com/about/" target="_blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Our Behaviors and Company Mission</a></li><li class="leading-relaxed"><a href="https://runwayml.com/news/runway-series-d-funding" target="_blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Towards a new media ecosystem with world simulators; $300m Series D funding</a></li></ul>We're excited to be recognized as a best place to work <a href="https://www.crainsnewyork.com/awards/best-places-work-2023" target="blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Crain's</a> | <a href="https://www.inhersight.com/companies/best/city/new-york-city-ny" target="blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">InHerSight</a> | <a href="https://builtin.com/awards/new-york-city/2024/best-places-to-work" target="blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">BuiltIn NYC</a> | <a href="https://www.inc.com/best-workplaces/2024" target="blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">INC</a>Create a Job AlertInterested in building your career at Runway ? Get future opportunities sent straight to your email.<a href="https://my.greenhouse.io/users/signin?jobboard=runwayml&source=jobalert" target="blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Create alert</a>Apply for this job------------------<ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">indicates a required field</li></ul>Autofill with GreenhouseFirst Name*Last Name*Email*PhoneCountry*Phone*Resume/CV*AttachAttachDropboxGoogle DriveEnter manuallyEnter manuallyAccepted file types: pdf, doc, docx, txt, rtfCover LetterAttachAttachDropboxGoogle DriveEnter manuallyEnter manuallyAccepted file types: pdf, doc, docx, txt, rtf<ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">* *</li></ul>LinkedIn Profile*Are you currently based in the U.S.?*Select...Do you require sponsorship for US work authorization?*Select...Do you have at least a Bachelor’s degree?*Select...Do you have a Bachelor’s degree in Computer Science, Mathematics, Applied Mathematics, or a closely related field, or foreign degree equivalent?*Select...Do you have at least 5 years of experience in the job offered (Member of Technical Staff, ML Optimization) or similar software engineering position?*Select...Do you have 5 years of experience in a role optimizing machine learning model inference and training?*Select...Do you have 5 years of experience with Python, C/C++, CUDA?*Select...Do you have 5 years of experience profiling GPU performance and distributed training runs?*Select...Do you have experience with ML framework (such as PyTorch), optimized runtimes for inference (such as TensorRT) or compilers (such as GCC)?*Select...

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