Data Scientist II
Data Scientist II
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$ 140600 - 210800
1 Vacancy
Job Description
Why PlayStation
PlayStation isnt just the Best Place to Play its also the Best Place to Work. Today were recognized as a global leader in entertainment producing The PlayStation family of products and services including PlayStation5 PlayStation4 PlayStationVR PlayStationPlus acclaimed PlayStation software titles from PlayStation Studios and more.
PlayStation also strives to create an inclusive environment that empowers employees and embraces diversity. We welcome and encourage everyone who has a passion and curiosity for innovation technology and play to explore our open positions and join our growing global team.
The PlayStation brand falls under Sony Interactive Entertainment a whollyowned subsidiary of Sony Group Corporation.
Data Scientist II
San Diego CA (Hybrid)
Overview:
The person in this role will be joining the Decision Science team which is a part of the larger Data Science Analytics & Enablement (DSAE) organization here at SIE. Using data you will play a crucial role in driving decisionmaking and delivering impactful insights to our stakeholders. You will be responsible for applying advanced analytical techniques building Machine Learning (ML) models and using causal inference methods to solve sophisticated business problems related to platform engagement product features and games.
What youll be doing:
Apply advanced statistical and ML techniques to analyze large and complex datasets extracting actionable insights in a commercial setting.
Apply your knowledge in causal inference ML and statistical modelling to develop robust predictive models and identify causal relationships.
Collaborate with crossfunctional teams to define business problems formulate hypotheses and design experiments to test these hypotheses.
Independently extract and integrate data from multiple data systems (including writing complex SQL queries) to support analytical efforts.
Participate and support in delivering results and presentations to stakeholders.
Promote and share the teams work methods and skills in Data Science Causal Inference and ML with team members and the broader community.
Stay up to date on the latest advancements in the field of Data Science (including Causal Inference Gen AI and ML) and share knowledge and new ideas with the team.
What were looking for:
Masters Degree or Ph.D. in Applied Math Economics Statistics Engineering or a related quantitative. BA/BS Degree could be considered based on industry experience.
Advanced knowledge and experience applying ML methods using Python and SQL.
Familiarity with common development tools and practices including version control systems (e.g. Git) and workflow management tools (e.g. Airflow).
Excellent communication and data storytelling skills with the ability to effectively communicate technical concepts to nontechnical partners.
Indepth understanding and experience using supervised and unsupervised ML techniques.
Understanding of Causal Inference methods (such as propensity score matching synthetic control methods and differenceindifferences) for accurately estimating causal relationships.
Proficiency in designing and performing hypothesis tests to validate or reject research hypotheses.
Knowledge of the gaming industry and relevant gaming titles is a plus.
Familiarity with Gen AI tools and pipelines is a plus.
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Please refer to ourCandidate Privacy Noticefor more information about how we process your personal information and your data protection rights.
At SIE we consider several factors when setting each roles base pay range including the competitive benchmarking data for the market and geographic location.
Please note that the base pay range may vary in line with our hybrid working policy and individual base pay will be determined based on jobrelated factors which may include knowledge skills experience and location.
In addition this role is eligible for SIEs toptier benefits package that includes medical dental vision matching 401(k) paid time off wellness program and coveted employee discounts for Sony products. This role also may be eligible for a bonus package. Clickhere to learn more.
The estimated base pay range for this role is listed below.
$140600 $210800 USD
Equal Opportunity Statement:
Sony is an Equal Opportunity Employer. All persons will receive consideration for employment without regard to gender (including gender identity gender expression and gender reassignment) race (including colour nationality ethnic or national origin) religion or belief marital or civil partnership status disability age sexual orientation pregnancy maternity or parental status trade union membership or membership in any other legally protected category.
We strive to create an inclusive environment empower employees and embrace diversity. We encourage everyone to respond.
PlayStation is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.
Employment Type
Full Time
