Data Scientist (Fintech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (Fintech): Building and optimizing payment and subscription experiences for PlayStation's D2C business with an accent on payment flow optimization, subscription recovery, and ROI-based evaluation. Focus on designing A/B tests, building predictive ML models for retention and success rates, and translating complex data into actionable business recommendations.
Location: Hybrid in San Diego, CA
Salary: $143,400 — $215,000 USD
Company
is the company behind the PlayStation brand, delivering cutting-edge hardware and network services to millions of players worldwide.
What you will do
- Apply data science methods to high-impact questions across D2C payments, subscriptions, and player experience.
- Design and interpret A/B tests, holdouts, and quasi-experimental analyses to drive decision-making.
- Analyze payment outcomes, including authorization performance, funnel behavior, and routing efficiency.
- Develop statistical and ML models for forecasting, segmentation, propensity, and retention.
- Use SQL and Python to create reproducible analytical workflows and validate data assumptions.
- Collaborate with product, engineering, and finance teams to deliver actionable insights.
Requirements
- 3+ years of professional experience in data science or machine learning.
- Bachelor's degree in a quantitative field (Statistics, CS, Math, Engineering, or similar).
- Strong proficiency in SQL and Python for data extraction and modeling.
- Solid foundation in statistics, experimental design, and predictive modeling.
- Experience applying data science to commercial, payment, or subscription problems.
- Must be based in or able to work hybrid in San Diego, CA.
Nice to have
- Experience in fintech, gaming, digital commerce, or scaled consumer tech.
- Knowledge of payment telemetry, routing/retry strategies, or subscription recovery.
- Experience with causal inference methods or complex quasi-experimental approaches.
- Proficiency with large-scale data platforms like Snowflake, Databricks, Spark, or BigQuery.
Culture & Benefits
- Top-tier benefits package including medical, dental, and vision insurance.
- Matching 401(k) plan for retirement savings.
- Paid time off and wellness programs.
- Exclusive employee discounts for Sony products.
- Inclusive work environment with a focus on innovation and creativity.
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