Senior Data Scientist, Cloud Gaming - Prescriptive Analytics and Optimization
Tasks
- Analyze complex data using supervised and unsupervised learning
- Automate analytical problem solving with agentic AI
- Build and deploy scalable machine learning and optimization models
- Collaborate with partners to define requirements and solutions
- Design and implement prescriptive scheduling pipelines
- Develop data ingestion processing and analysis frameworks
- Develop user specific feature engineering for real time cloud gaming
- Identify and resolve data inconsistencies
- Improve capacity utilization and user retention
- Mine large scale data for actionable insights
- Optimize capacity allocation and demand forecasting
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Apache Spark | Cause analysis | Constraint Optimization | Data Aggregation | Data Quality | Data Transformation | Data cleaning | Databricks | Decision Theory | Delta Lake | Elasticsearch | Google OR | Google OR-Tools | Grafana | Linear Programming | MLflow | Machine Learning | Multi-Armed Bandit | Network flow | OR-Tools | Optimization | Prescriptive Analytics | Probability | Python | Root Cause Analysis | Root cause | SQL | Series forecasting | Statistics | Supervised Learning | Time Series | Time Series Forecasting | Unsupervised Learning
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