At Hugging Face, we're on a journey to democratize good AI. We are building the fastest growing platform for AI builders with over 11 million users who collectively shared over 2M models, 700k datasets & 600k apps. Our open-source libraries have more than 600k+ stars on Github. About the Role As an open-source Machine Learning Engineer, you will work to improve the open-source machine learning ecosystem. You will mainly work with existing open-source libraries, such as Transformers, Datasets, or Accelerate, and you will interact with users and contributors of the broad open-source machine learning ecosystem. We'll brainstorm with you to put you in a position to do the work that interests you and that is impactful. You'll get to foster one of the most active machine learning communities, helping users contribute to and use the tools that you build. You'll interact with Researchers, ML practitioners and data scientists on a daily basis through GitHub, our forums, or slack. About you If you love open-source, are passionate about making complex technology more accessible, and want to contribute to one of the fastest-growing ML ecosystems, then we can't wait to see your application! If you're interested in joining us, but don't tick every box above, we still encourage you to apply! We're building a diverse team whose skills, experiences, and background complement one another. We're happy to consider where you might be able to make the biggest impact. More about Hugging Face We are actively working to build a culture that values diversity, equity, and inclusivity . We are intentionally building a workplace where people feel respected and supported—regardless of who you are or where you come from. We believe this is foundational to building a great company and community. Hugging Face is an equal opportunity employer and we do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. We care about your well-being. We offer flexible working hours and remote options. We offer health, dental, and vision benefits for employees and their dependents. We also offer parental leave and flexible paid time off. We support our employees wherever they are . While we have office spaces in NYC and Paris, we're very distributed and all remote employees have the opportunity to visit our offices. If needed, we'll also outfit your workstation to ensure you succeed. We want our teammates to be shareholders . All employees have company equity as part of their compensation package. If we succeed in becoming a category-defining platform in machine learning and artificial intelligence, everyone enjoys the upside. We support the community . We believe major scientific advancements are the result of collaboration across the field. Join a community supporting the ML/AI community. Requirements Please provide a cover letter mentioning why you would like to work in open-source at Hugging Face. We encourage you to mention your skills, potential expertise, and topics on which you would like to work.

• Supports the entire development lifecycle: from requirements gathering through architecture and implementation to production operations. • Develops in interdisciplinary teams with clients, colleagues and partners. • Designs and implements scalable Data Lakehouse solutions (e.g., on Databricks). • Works closely with business and IT stakeholders, translating requirements into data models, pipelines and architectures. • Develops, integrates and architecturally designs tailor-made AI applications to automate processes and increase efficiency. • Plans and implements data platforms and AI workloads in private and hybrid cloud environments.

Company Description Epoch Games is a volunteer-based, all-online, global game development team. The Co-Founders of Epoch Games were originally part of a Modding Team developing the total conversion Middle Earth Roleplaying Project (MERP) mod for the Elder Scrolls V: Skyrim: http://www.moddb.com/mods/merp-middle-earth-roleplaying-project Currently Epoch Games is developing The Lays of Althas: Sundered Order (LoA:SO). LoA:SO is an in-development indie open-world RPG set in an original fantasy world: http://www.indiedb.com/games/the-lays-of-althas-sundered-order The game is being developed using Epic Games' Unreal Engine 4 (UE4): https://www.unrealengine.com/ See our Benefits page for more information about what we can (and can't) offer Team Members at this time: https://epochgames.co.uk/wordpress/benefits NOTE: The address listed is our central office, but we are working as a completely remote development team at this time. No relocation is necessary. Job Description In this volunteer position you will be asked to create landscapes and building interiors for The Lays of Althas: Sundered Order (LoA:SO), based off concepts and layouts, in the Unreal Engine. We are still building a long list of assets; we expect our Level Designers to be resourceful with the assets they use. We also expect you to use various Houdini Tools that we've built, so Houdini is recommended, but not required. Blueprint Scripting and Quixel Megascans experience is also recommended. Communication is key to a smooth and efficient pipeline. You must be able to communicate clearly and effectively with other team-members. Don't be afraid to ask questions. We are an English-speaking team, so English fluency is a must. All of this is especially important for Level Designers as we expect them to communicate with 3D Artists letting them know assets that are still needed. If you are comfortable with teaching, you may be called upon to aid the more junior members of the team in any relevant area. Other duties include following team policies (given through team orientation as upon acceptance to the team) as well as attending meetings through Slack (our instant message program that we use to communicate). Qualifications Minimum Requirements: Ability to create detailed landscapes and building interiors in Unreal Engine 4 Ability to optimize with use of LODs (Level of Detail) Recommended Requirements: Houdini experience, used for creating Procedural Development tools to be used in Unreal Engine Unreal Engine 4 Blueprint Scripting experience Quixel Megascans Asset Library usage Heightmap development experience Required Software: Epic Games' Unreal Engine 4: https://www.unrealengine.com/register Optional Software: SideFX's Houdini: https://www.sidefx.com/products/houdini/ - we can provide Level Designer with a copy if needed Heightmapping Software (such as QuadSpinner Gaea : https://quadspinner.com/ ) Minimum Hardware Requirements: The ability to run Unreal Engine 4 The disk space and Internet Speeds to download (Git Pull) at least 25 GB of game files

Company Description PatternAI is an automated machine learning platform that reveals critical patterns in data for narrow business problems. Job Description We’re seeking an outstanding ML Engineer to join our data team and help build out best-in-class machine learning solutions on our platform, powering innovative solutions in marketing & sales and commercial analytics. Responsibilities: Build and deploy the ML pipelines that power PatternAI’s machine learning platform. Manage MLOps infrastructure to monitor and optimize models. Qualifications About PatternAI PatternAI is an early stage startup that is growing rapidly and recently closed a successful round of venture funding. We are emerging from stealth and with an exciting series of machine learning products and a rapidly growing number of enterprise customers. All your information will be kept confidential according to EEO guidelines.