Support planning & rollout of large-scale testing strategies, incl segmentation, global holdouts, & longitudinal studies. Required Master's in Bus. Analytics, or related field or equivalent & 3 yrs of exp developing & deploying machine learning modeling for user segmentation, behavior prediction, & fraud detection using Random Forest, Gradient Boosted Trees (XGBoost), Logistic Regression, K-Means, DBSCAN, Latent Class Analysis, & association rule mining; designing & analyzing experiments across A/B testing, multivariate testing, frequentist frameworks, & Bayesian experimentation; designing multi-dimensional test structures & interpreting results across user segments; mitigating validity threats incl SRM, contamination, & multi-exposure through stratified sampling & CUPED adjustment; performing causal impact measurement & competitor analysis using quasi-experimental methods incl Synthetic Control Models, & time-series techniques incl Difference-in-Differences, Interrupted Time Series, Bayesian Structural Time Series models, Seasonal-Trend Decomposition, & Rolling Regression; building & maintaining dashboards using Tableau/DOMO to integrate ETL processes; troubleshooting technical configs, managing data pipelines, validating metrics, & supporting experimentation scalability; utilizing digital user behavior & monetization analytics, incl online customer journeys, website conversions, payment-related user interactions, retention analysis, churn modeling, & marketing return on investment (ROI); applying data mining & behavioral segmentation techniques to uncover patterns that drive product, marketing, & revenue optimization decisions; & utilizing Python, R, SQL, Adobe Analytics, Customer Journey Analytics, & cloud-based data platforms incl Databricks, Data Ocean, Redshift, AWS S3, MongoDB, data catalog & Postgres to manage & analyze large-scale datasets. Telecommuting &/or working from home may be permissible pursuant to co. policies.
Apply to https://careers.playstation.com/sr-analyst-product-analytics/job/5997211004.
EOE.
JOBS.NOW Note: To tap into these hidden job opportunities, it's crucial to adhere strictly to the application process outlined in each job ad. At JOBS.NOW, we ensure that every listing includes detailed employer instructions. Follow them precisely to be considered for these unique positions!
The "Log Application" button simply allows you to log the application for your records - JOBS.NOW does not submit any applications to employers directly. Remember to still apply through the method indicated in the job ad (mail, email, or via link).
Please note that JOBS.NOW is an independent website and does not post this listings on behalf of any employers nor do we receive any compensation for these listings. All listings are sourced via media or internet channels required by the PERM process.
