Engineering Manager, Machine Learning

Sonyinteractiveentertainmentglobal

Dublin, Ireland
On-site
Machine learning and operations research
Production-ready systems
Predictive signals
Sony Interactive Entertainment is seeking an Engineering Manager for Machine Learning in Dublin, Ireland. The role involves leading a team to develop advanced decision systems that enhance monetization strategies within the PlayStation ecosystem

Job Summary

  • Lead and grow a team of machine learning engineers and optimisation specialists, fostering collaboration across disciplines and raising the bar for technical excellence.
  • Improve large-scale optimisation systems that incorporate predictive signals from machine learning models and leverage optimisation frameworks using Gurobi to make decision recommendations.
  • Ensure systems are explainable, trustworthy, and actionable by providing clear reasoning behind model-recommended decisions and enabling debugging and traceability.

Matching Summary

Match Score: 85

Sony Interactive Entertainment is seeking an Engineering Manager for Machine Learning in Dublin, Ireland. The role involves leading a team to develop advanced decision systems that enhance monetization strategies within the PlayStation ecosystem.

Skills & Requirements

Must-have

  • Machine Learning and Operations Research
  • production-ready systems
  • predictive signals
  • optimisation frameworks
  • business goals and constraints
  • explainable, trustworthy, and actionable systems

Nice-to-have

  • cross-functional initiatives
  • influencing without direct authority
  • high accountability, creativity and continuous improvement
  • globally distributed functions and teams

Key Requirements

  • MS, or PhD in Computer Science, Machine Learning, Operational Research
  • Proven strong experience leading and developing high-performing ML and OR teams
  • Deep understanding of ML and OR domains and infrastructure
  • Ability to provide technical direction at the architecture level

Work Rights

Not specified

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