Applied Research Expert

4 days ago

London, Greater London, United Kingdom PC Games Insider Full time
Job Title: Principal Applied Research Machine Learning Engineer

Unity is a leading PC games insider company that is driven by one overarching framework: Empathy, Respect, and Opportunity. We are solving hard problems and enabling the success of our community. As a Principal Applied Research Machine Learning Engineer, you will make a difference in the Unity Ads Applied Research team.

We envision and build systems that help creators capture the value they build. You will be driving our applied research and analysis on how to improve the optimization and machine learning powering our ad networks, marketplace, and audience tools.

Key Responsibilities:

  • Guide and drive the application of machine learning solutions across the whole organization.
  • Define and execute advanced machine learning models and algorithms to help translate complex business problems.
  • Improve Unity's Ad platform Machine Learning capabilities by staying at the forefront of the latest machine learning research.
  • Optimize, improve, and innovate ML practices to establish Unity as an industry leader.
  • Form and validate hypotheses on new aspects of modeling and the potency of new datasets for ML.

Required Skills and Qualifications:

  • Experience in guiding machine learning development via revolutionary steps to keep Unity Ads at the forefront of ML performance.
  • PhD in Computer Science, Mathematics, Statistics, or a related technical field, or equivalent experience in interpreting and translating research to applications.
  • Expertise with modeling frameworks (e.g., TensorFlow, PyTorch) and understanding of model architectures and mechanisms.
  • Ability to explain machine learning and interpret the modeling efficacy for further improvements.

Benefits:

  • Competitive salary: $120,000 - $180,000 per year.
  • A dynamic and collaborative work environment.
  • The opportunity to make a real impact in the gaming industry.

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