Lead Data Scientist

Requisition Number: 161040

Position Title: Sr Data Scientist

External Description:

We are EA

And we make games – how cool is that? In fact, we entertain millions of people across the globe with the most amazing and immersive interactive software in the industry. But making games is challenging work. That’s why we employ the most creative, passionate people in the industry. 

About the Role

The Lead Data Scientist is an important position in our Data Science team within the EA Studios organization at Electronic Arts, tasked with driving excellence and pushing innovation across EA. You will use your expertise in applied machine learning and artificial intelligence to guide essential decisions in a cross-functional environment. Our lead data scientist will directly help our games by developing complex and scalable data products.

As a technical lead, you will have opportunities for project management and mentoring of junior data scientists. The lead data scientist will work with producers across different game studios identifying new business opportunities, developing advanced customized algorithms to answer said questions, and conducting experiments to validate assumptions about said algorithms.

Come use your data superpowers for good and join us!

Responsibilities

• Develop meaningful relationships with partners throughout the studio organization to identify new opportunities for the team, both in addressing partners’ different pain points and proposing machine-learning-aided innovations to player experience.
• Research and build impactful data products that improve player experiences, driving them from conception, to experimentation, to productionization in-game.
• Contribute to the architecture and development of model deployment platforms, in particular providing guidance on automated model re-training, online training, scalability, failure recovery, updates with minimal downtime, model/pipeline versioning, performance monitoring.
• Stay up-to-date on latest developments in machine learning best practices, technologies, and research so as to expand the range of opportunities the team can handle.
• Guide technical projects and provide leadership through collaboration with game producers and central tech engineers.

Technical Qualifications

• A PhD in Computer Science, Machine Learning, Artificial Intelligence, Statistics, or related quantitative field
• 5+ years of experience applying data science/machine learning/deep learning methodologies to real-world problems
• Expertise in analyzing extremely large, complex, multi-dimensional data sets with a variety of tools, including Python, SQL, and Spark. Experience with big data technologies, distributed data query and computing engine.
• Programming experience in a system programming language such as C/C++ or Java.
• Familiarity with at least one scripting language: R, Python, or Scala
• Experience deploying machine learning systems using AWS, GCP, Virtual Machines, or Docker. Experience developing customizable, modular, and scalable deep learning algorithms in Keras/Pytorch/Tensorflow
• Research and design creative approaches to ambiguous problems, aiding in the implementation and scaling of these cutting edge systems
• Good tracking record on collaborating with business and engineering team on long-term projects, pushing excellence in the rest of the data science organization

Personality Traits

• Hypothesis driven – uses data to test ideas rigorously and objectively
• Willing to teach and mentor colleagues
• Eager to stay on the cutting edge of methodologies and technologies

City:

State:

Community / Marketing Title: Lead Data Scientist

Company Profile:

Electronic Arts Inc.는 세계를 선도하는 인터랙티브 엔터테인먼트 소프트웨어 기업입니다. EA는 인터넷 콘솔, 개인용 컴퓨터, 휴대전화, 태블릿용 게임과 콘텐츠 및 온라인 서비스를 제공합니다.

EEOText: EA는 균등한 기회의 제공을 실천합니다. 모든 채용은 인종, 피부색, 출신 국가, 혈통, 생물학적/사회적 성별, 성 정체성 또는 표현, 성적 성향, 나이, 유전 정보, 종교, 장애 여부, 질병 유무, 임신 여부, 혼인 상태, 가족 상황, 군 복무 여부, 또는 법으로 금지된 기타 요인을 고려하지 않고 결정됩니다. 또한, 해당 직책에 합당한 능력을 갖추고 있다면 범죄 기록이 있는 지원자도 관련 법률을 준수하는 방식으로 채용 여부를 고려합니다. EA는 관련 법률에서 명시하는 대로 업무 공간에 장애가 있는 입사 지원자 또는 예정자를 위한 시설을 마련해두고 있습니다.

Days Open: 168

Can this position be remote?:

EEO Employer Verbiage:

EA는 균등한 기회의 제공을 실천합니다. 모든 채용은 인종, 피부색, 출신 국가, 혈통, 생물학적/사회적 성별, 성 정체성 또는 표현, 성적 성향, 나이, 유전 정보, 종교, 장애 여부, 질병 유무, 임신 여부, 혼인 상태, 가족 상황, 군 복무 여부 등의 요인을 고려하지 않고 결정됩니다. EA는 관련 법률에서 명시하는 대로 업무 공간에 장애가 있는 입사 지원자 또는 예정자를 위한 시설을 마련해두고 있습니다.