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Senior Data Scientist, Computer Graphics

Company: Blizzard Entertainment
Location: Irvine
Posted on: November 25, 2022

Job Description:

Team Name:Global InsightsJob Title:Senior Data Scientist, Computer GraphicsRequisition ID:R011702Job Description:It takes a Blizzard to make a Blizzard game, and that level of effort doesn't end once the game is released; we support our games for years after they're in the hands of gamers world-wide. Global Insights works closely with the game development, business and internal service teams at Blizzard to produce insights and models that enable us to make the most epic player experiences. The ML (machine learning) & AI (Artificial Intelligence) group within Global Insights focuses on applying the latest in key research areas to build lasting data products and tools for our game and business teams.We are looking for a Senior Data Scientist who specializes in ML & AI application in computer graphics to join our Global Insights team. Blizzard data scientists design and deploy data-powered products and services that serve the business and development of Blizzard games every day. The ideal candidate is passionate about the latest innovations in ML and AI; has expertise in designing deep learning system in computer graphics domain; with strong programming skill to help deploy and maintain them.ResponsibilitiesResearch and develop state-of-the-art machine learning solutions for computer graphic problems to enhance game development and gameplay objectives.Work closely with software engineers and tech artists to deploy, automate, and maintain models seamlessly on production systems.Communicate about machine learning models and products to both technical and non-technical audiences.Minimum QualificationsMaster's or PhD with a specialization in ML, AI, and computer graphics.Hands-on experience with one or more of the following: deep learning on 3D representations, style transferring, image translation, generative adversarial network (GAN) on image generation, transformer, etc.Hands-on applied or research experience developing machine learning models on large image/3D model data sets.Proficient in Python and experienced in at least one other higher-level programming languages like Java, C++, C#, Scala, etc.Practical experience with Tensorflow, Pytorch or Keras.Preferred QualificationsExperience with 3D graphics programs like 3ds Max, Maya, etc.Experience with procedural content generation for video games.Experience with cloud computing services like Google Cloud, AWS (Amazon Web Service), or Azure.A track record of original contributions to research communities of ML, AI, and computer graphics.Understanding of video game graphics.Required Application MaterialsResumeCover Letter which should include:Why you are interested in working at Blizzard.How you think data science can support game development and businessWhat games you are familiar with if any**Submissions that do not contain Cover Letters will not be considered.The Global Insights team prides itself on its commitment to a healthy positive work-life balance, and mentorship opportunities at every level. In addition to trying to ensure a balanced workload, the GI team will provide regular opportunities for social functions to get to know fellow team members and take a break. We prioritize mental wellness and physical wellbeing within all our team members. GI offers a robust mentorship program which aims to help employees on career development within their role and provides an opportunity to build rapport with other GI team members. Mentorship is just one facet of a strong emphasis on growth opportunities for new team members. We are strongly committed for team members to have opportunities to look forward to.Blizzard Entertainment is a global company committed to growing our employees along with the business. We offer generous benefits and perks with an eye on providing true work / life balance. We've worked hard to foster an intensely collaborative and creative environment, a diverse and inclusive employee culture, and training and opportunity for professional growth. Our people are everything. Our core values are real, and our mission has never changed. We are dedicated to creating the most epic entertainment experiences---ever. Join us!We are an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, gender expression, national origin, protected veteran status, or any other basis protected by applicable law, and will not be discriminated against on the basis of disability.

Keywords: Blizzard Entertainment, Irvine , Senior Data Scientist, Computer Graphics, Other , Irvine, California

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