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Machine Learning Engineer

Multiple Locations: Redwood City, California, United States • Vancouver, British Columbia, Canada • Orlando, Florida, United States • New York, New York, United States • Austin, Texas, United States

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Requisition Number: 172290

Position Title: Sr Software Engineer I

External Description:

#WeAreEA and we exist to inspire the world to play. EA values creativity, pioneering, passion, determination, learning, and teamwork. We mean things like acting with curiosity, speaking up with original ideas, and committing to each other as one team. We're looking for all the best kinds of people to make great experiences for our players. People want a job that inspires them, while giving them room to enjoy their lives. And we want to give them that. We celebrate diversity and inclusion by creating a place where you can come to work and be yourself.

The Positive Play Group at Electronic Arts is changing the game for good. Our goal is to reimagine and rebuild the gaming experience to be an inclusive, fair and positive one for all players. We are part of the Experience organization, and you will report to the Director of Player Connection to help build a first-of-its-kind foundational technology to power the social ecosystem in and around our games, by enabling meaningful connections between our players, our games and our content.

Come join us! We're hiring an ML Engineer to join EA's Positive Play team.

The Opportunity Ahead: The Machine Learning Engineer will help us define and build the next generation of infrastructure to connect our players more meaningfully. Our mission is to enable teams at EA to meaningfully connect people with other players, content and experiences, based upon data sets with a multitude of data points. In this role you will work closely with cross-discipline peers on the Social Accelerator team to develop and deploy machine learning solutions to bring this mission to life.

Responsibilities/Skills:

Use your expertise in Machine Learning to help create healthier short- and long-term behaviors through:

  • Oversee and guide the design, development, and evolution of our Social Accelerator ML models
  • Develop highly scalable models and tools leveraging machine learning and recommender systems
  • Coordinate with Product leadership to identify both the long-term and short-term needs of the Social Accelerator
  • Identify and collect features, data and other requirements and create effective roadmaps
  • Code deliverables in tandem with the engineering team
  • Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)

Qualifications:

  • Experience working in a product and data-driven environment (Python, Scala, Java, SQL, or C++, with Python experience required)
  • Experience with modern machine learning frameworks such as tensorflow, pytorch and keras.
  • Understand storage solutions and when to use them (e.g. Graph Database, Cassandra, Relational database)
  • You have a broad ML background, including familiarity with Graph ML and various recommender systems
  • You have experience in the entire machine learning production cycle, ranging from architecting data pipelines and being self-sufficient in collecting data, over the design and implementation of models to the offline and online evaluation the performance of models
  • An interest in fair and explainable machine learning and willingness to go beyond black-box solutions
  • Academic and/or proven experience in knowledge graphs, data management, natural language processing.
  • Have excellent communication skills and the ability to translate business intuition into data-driven hypotheses that result in impactful engineering solutions.

Join us in driving the next revolution in games.

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Remote?: 1

Community / Marketing Title: Machine Learning Engineer

Company Profile:

Electronic Arts is an innovative tech company that creates 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 innovative, collaborative, diverse and adaptable people to keep making Electronic Arts better.

EEOText: 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 back 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.

Date Opened: 2022-03-11 19:36:25.28

EEO Employer Verbiage:

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 back 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.

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