Amazon Development Center U.S., Inc.
Technology
SeniorAppliedScientist,AWSGameTechCortex
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“Senior Applied Scientist, AWS GameTech Cortex at Amazon Development Center U.S., Inc.. Skills: Machine learning, Data science, Cloud infrastructure, Gaming data. Design ML models. Develop ML models”
What You'll Achieve.
Deliver scalable ML solutions; Deliver maintainable ML solutions; Deliver measurable business impact; Improve game operations; Improve player experience
Industry & Context.
Solve complex problems
What They're Looking For.
Must Have
5+ years building ML models, 5+ years applied research, Experience with MxNet, Experience with TensorFlow, Experience with Hadoop, Experience with Spark
Nice to Have
Experience developing AI products at scale, Experience with RL, Experience with DRL, Experience with distributed ML architectures, Experience building ML products in Games industry
What You'll Do.
Solve problems for game developers
Production deployment
Ensure solutions are scalable
Ensure solutions are maintainable
Deliver measurable business impact
Analyze gaming datasets
Develop predictive models
Improve game operations
Improve player experience
Collaborate with game studios
Collaborate with AWS service teams
Understand challenges
Integrate solutions with workflows
Establish best practices for ML development
Establish best practices for experimentation
Establish best practices for deployment
Mentor junior scientists
Provide technical guidance to engineers
Foster technical excellence
Stay current with research
Apply advances to solve problems
Communicate technical concepts
Contribute to technical strategy
Contribute to technical roadmap
How You'll Work.
Team & Collaboration
Collaborate with game studios; Collaborate with AWS service teams; Collaborate with product managers
Communication Scope
Communicate complex concepts; Communicate results
Full Job Description
AWS GameTech Cortex is seeking an experienced Applied Scientist to join our team that specializes in full stack data solutions for games. In this role, you will drive the development and deployment of machine learning solutions that directly impact how game developers build, operate, and optimize their games on AWS. You will work at the intersection of gaming, data science, and cloud infrastructure to solve complex problems in areas such as player behavior prediction, game performance optimization, content recommendation, and anti-cheat systems. As a senior member of the team, you will lead the design and implementation of ML models and algorithms that process massive-scale gaming data. You will collaborate with game studios, AWS service teams, and product managers to identify high-impact opportunities and translate them into scalable ML solutions. Your work will influence the gaming experiences of millions of players worldwide while helping game developers make data-driven decisions. The ideal candidate combines deep expertise in machine learning with a passion for gaming and the ability to deliver production-ready solutions. You will mentor junior scientists, establish best practices for ML development, and contribute to the technical direction of the team. Key job responsibilities Design, develop, and deploy machine learning models and algorithms that solve critical problems for game developers, including player analytics, game performance optimization, content personalization, and fraud detection Lead end-to-end ML projects from problem definition through production deployment, ensuring solutions are scalable, maintainable, and deliver measurable business impact Analyze large-scale gaming datasets to identify patterns, extract insights, and develop predictive models that improve game operations and player experience Collaborate with game studios and AWS service teams to understand their challenges, define requirements, and deliver ML solutions that integrate sea
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