Job Description
The Game Science and Machine Learning (GSML) team is adding a talented Data Scientist to work directly with our studio partners. As a member of the GSML team, your mission is to put science into decision making. You will work closely with game designers, engineers, business stakeholders, and analytics peers to derive meaningful insights and recommendations to improve game performance and feature design. Responsibilities include:
• Work closely with cross functional stakeholders to investigate topics related to matchmaking, overall game health, game engine, and hardware performance utilizing a full range of data science tools from descriptive analytics to, causal inference, predictive, and prescriptive modeling
• Evaluate the performance of various aspects of our game engine across the population as well as dive deeper into to individual anomalous matches
• Partner with studio and engineering teams to ensure smooth and timely instrumentation of engineering and gameplay metrics
• Work with stakeholders to design and analyze experiments
• Automate and productionize analysis and studies that improve long-term decision making
• Deliver presentations on analytic topics and results to both technical and non-technical audiences
• Democratize and socialize learnings by contributing to a centralized repository that informs future game design, and is carried across titles and franchises
What you will bring to the team?
The ideal candidate will be a motivated data expert who wants to grow their analytics toolset in a fast-paced environment, is focused on delivering value to stakeholders, and has a passion for video games. Your success will be reflected in:
• Measurable Impact: Consistently demonstrating analytics impact on revenue, engagement, and player experience
• Relationships: As an embedded team member, team success is a priority. You will rely on your excellent relationship skills to build trust with your studio partners
• Communication: You will effectively manage your own time, stakeholders, and leadership expectations
• Translator: Your work speaks for itself; correct, clear, and concise insights leading to action
• Domain knowledge: As you understand our players' mindset, you are reliably able to qualitatively deduce and draw quantitative conclusions that will directly influence decision making
Player Skills
• BA/BS degree required with technical focus (Statistics, Econometrics, Computer Science, Physics, Engineering or a related quantitative field); MS/PhD a plus
• Strong technical skills with SQL, R/ Python for data analysis; demonstrated programming skills either in data science or software development settings a plus
• Strong understanding of AB testing and quasi-experiment methodologies
• Skilled at deriving narrative from data and communicate the results effectively
• Strong product sense; a solid understanding of user engagement and monetization strategies in gaming, entertainment/ecommerce service providers, or mobile apps a plus
• Experience collaborating with cross-functional teams
Your Platform
We're headquartered in Santa Monica, California, housing multiple teams across many disciplines of Marketing, PR, Sales, Supply Chain and other corporate functions such as HR, IT, Legal, Facilities and Finance. Santa Monica is the nerve center of our company, where the best ideas combine with unrivalled rigor to create the biggest and best entertainment experiences in the world.
Subject to eligibility requirements, the Company offers comprehensive benefits including:
• Medical, dental, vision, health savings account or health reimbursement account, healthcare spending accounts, dependent care spending accounts, life and AD&D insurance, disability insurance;
• 401(k) with Company match, tuition reimbursement, charitable donation matching;
• Paid holidays and vacation, paid sick time, floating holidays, compassion and bereavement leaves, parental leave;
• Mental health & wellbeing programs, fitness programs, free and discounted games, and a variety of other voluntary benefit programs like supplemental life & disability, legal service, ID protection, rental insurance, and others;
• If the Company requires that you move geographic locations for the job, then you may also be eligible for relocation assistance.
Eligibility to participate in these benefits may vary for part time and temporary full-time employees and interns with the Company. You can learn more by visiting https://www.benefitsforeveryworld.com/.
In the US, the standard base pay range for this role is $92,920.00 - $171,814.00 Annual. These values reflect the expected base pay range of new hires across all US locations. Ultimately, your specific range and offer will be based on several factors, including relevant experience, performance, and work location. Your Talent Professional can share this role's range details for your local geography during the hiring process. In addition to a competitive base pay, employees in this role may be eligible for incentive compensation. Incentive compensation is not guaranteed. While we strive to provide competitive offers to successful candidates, new hire compensation is negotiable.
Jobcode: Reference SBJ-g4b21q-3-135-212-244-42 in your application.