Master
Electronic Arts
Расположение работы
Tripoli
Подробности вакансии
Remote Work Option:No
Requisition Number:175879
Date Opened:2022-10-11
Electronic Arts is the leading interactive entertainment company, powered by innovative technology. We create incredible experiences for millions of players around the world. But what matters most is our people who inspire us, and the world, to play. As we bring new forms of entertainment to people around the world, we need creative, collaborative, diverse and adaptable people to keep making Electronic Arts better. Meta Pseudo LabellingSEED is an innovation and applied research hub within EA Worldwide Studios. We bring together passionate team members to explore and build the future of interactive entertainment. Our work combines creativity with state-of-the-art technologies.We foster innovation through research, prototypes, exploration, and integration with game teams. Our recent work includes: bringing digital humans and characters to life; use machine learning for game AI and testing; develop novel real-time graphics and physics techniques, and build content creation tools empowered by machine learning. For more information see . BackgroundVideo games consist of many different types of content – 3D models, sounds, animations and many more. Today, most content is created by artists manually. While some of these tasks are creative and inspiring, others can be slow and monotone. Machine learning might help to relieve artists of monotone tasks and give them more time to focus on the interesting parts of their jobs. Additionally, machine learning driven tools might open new opportunities for artists to express their creativity. At SEED we’re looking into new machine learning techniques to make artists’ lives easier. Research problemThis master’s thesis project will focus on meta pseudo labelling – the problem of labelling data without a lot of labeled training data. Game teams usually have a lot of 3D models and other assets, but they are not necessarily stored in a structured, labeled database. To easily find assets however, we require some kind of textual labelling. In this project, you will explore machine learning solutions that can automatically tag assets without a large amount of labeled training data.
The research questions will therefore center around how to design and train a model that can label assets most accurately. About the studentFor this role we are looking for someone in the cross section between game development and machine learning. The ideal student has a formal education in either, and with a strong interest in the other field. The direction of the master thesis can be heavily influenced by the student if desired. Project informationYou will work with one of the few teams in the world that makes research within the field of AAA gaming. You are expected to be able to work independently but will receive guidance support and access to world class gaming knowledge, computational resources and data.
Applications are considered upon receival.
About EA We exist to inspire the world to play. Through innovative technology and immersive storytelling, we deliver new ways of experiencing worlds of interactive entertainment for our millions of players worldwide. Our strength lies in the diversity of our people, combining creativity, innovation and passion. We fully champion inclusive culture, and provide opportunities for growing, learning, and leading that allows for the most impactful and rewarding work of our teams’ careers. We put our people first, and we make sure they’re taken care of both in and out of the office. As we reflect on our learnings and successes from remote work, we aim to provide dynamic, collaborative and flexible work environments for our teams. Our employees connect through our Employee Resource Groups, which are actively involved in driving business decisions every step of the way. But our support doesn’t end at the workplace—we also encourage a balanced lifestyle with paid time off and new parent leave, free video games, fitness reimbursement and more. Our goal is to provide a safe, respectful and inspiring workplace for all of our employees. Through our diversity, equity, inclusion and social responsibility programs, we’re doing the work to give everyone the space to be their full selves while giving to our community. We’re looking for problem-solvers, game-changers, innovators, dreamers, doers—people that are ready to move the needle and build on our success. As our industry accelerates, we aren’t just keeping up—we’re staying ahead of the game. Electronic Arts is an equal opportunity employer. All employment decisions are made without regard to race, color, national origin, ancestry, sex, gender, gender identity or expression, sexual orientation, age, genetic information, religion, disability, medical condition, pregnancy, marital status, family status, veteran status, or any other characteristic protected by law. Electronic Arts also makes workplace accommodations for qualified individuals with disabilities as required by applicable law.
Tagged as: Animations, Applied Research, Content Creation, Creativity, Database, Design, Innovation, Integration, Machine Learning, Physics, Requisition, Research
