Principal Machine Learning Engineer
4 weeks ago
Job Title: Principal Machine Learning Engineer
Job Summary:
We are seeking a highly skilled Principal Machine Learning Engineer to join our Unity Ads Applied Research team. As a key member of our team, you will be responsible for driving the application of machine learning solutions across the organization, defining and executing advanced machine learning models and algorithms, and optimizing, improving, and innovating ML practices to establish Unity as an industry leader.
Key Responsibilities:
- Define and execute advanced machine learning models and algorithms to help translate complex business problems
- Be at the forefront of the latest machine learning research to improve Unity's Ad platform Machine Learning capabilities
- Optimize, improve, and innovate ML practices to establish Unity as an industry leader
- Form and validate hypotheses on new aspects of modeling and potency of new datasets for ML
- Drive optimization hypotheses by analyzing the drivers for impactful machine learning and arguing the hypotheses and success for the next steps of development
- Making requirements and communicating data and machine learning capability needs to the product and engineering teams as the authority in Data for ML
- Driving the overall direction of the machine learning future for Ads to support strategic goals and vision
Requirements:
- PhD in Computer Science, Mathematics, Statistics, or a related technical field or equivalent experience on interpreting and translating research to applications
- Experience successfully taking research and turning it into concrete product innovations with impact
- Expertise with modeling frameworks (e.g. Tensorflow, PyTroch) and understanding of model architectures and mechanisms
- Ability to explain machine learning and interpret the modeling efficacy for further improvements
- Capable of conducting analysis, statistics, and data literacy to deduct where the challenges and opportunities lie
About Unity Technologies:
Unity is the world's leading platform of tools for creators to build and grow real-time games, apps, and experiences across multiple platforms. Creators, ranging from game developers to artists, architects, automotive designers, infrastructure experts, filmmakers, and more, use Unity to bring their imaginations to life across multiple platforms, from mobile, PC, and console, to spatial computing.
Why Unity?
At Unity, we are committed to fostering an inclusive, innovative environment and celebrate our employees across age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law. Our differences are strengths that enable us to support the growing and evolving needs of our customers, partners, and collaborators.
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