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Senior Data Scientist, Cloud Gaming - Prescriptive Analytics and Optimization at NVIDIA - ApplyBlast

Senior Data Scientist, Cloud Gaming - Prescriptive Analytics and Optimization

NVIDIA

3 months ago

4.6 on Glassdoor

United States

Onsite

Full Time

Senior

1 applicant

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About this role

This role involves building and deploying scalable machine learning and optimization models to enhance demand forecasting, optimize capacity allocation, and develop user-specific features for real-time cloud gaming services. The position requires leveraging data, AI, and operations research to improve cloud streaming performance through prescriptive modeling, time-series forecasting, and resource allocation strategies.

Responsibilities

Build and deploy scalable ML and optimization models for demand forecasting and capacity allocation
Develop reusable frameworks for data ingestion, processing, and analysis to support dynamic user interventions
Design and implement improvements to real-time prescriptive scheduling pipelines using linear programming
Identify and interpret trends in complex datasets using supervised and unsupervised learning techniques
Collaborate with partners to understand requirements and guide the team to deliver impactful results

Skills

Qualifications

BS/MS in Data Science, Computer Science, Operations Research, Statistics, Applied MathematicsPhD in Data Science, Computer Science, Operations Research, Statistics, Applied Mathematics