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Machine Learning Strategy Director
1 month ago
Unity is a collaborative and fast-growing environment where we solve hard problems and enable the success of our community.
The Unity Ads Applied Research team envisions and builds systems that help creators capture the value they build.
About the RoleWe are seeking a highly experienced Machine Learning Engineer to drive our applied research and analysis on how to improve the optimization and machine learning powering our ad networks, marketplace, and audience tools.
This role will be at the forefront of the latest machine learning research to improve Unity's Ad platform Machine Learning capabilities.
Key Responsibilities- Define and execute advanced machine learning models and algorithms to help translate complex business problems.
- 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.
- Drive optimization hypotheses by analyzing the drivers for impactful machine learning and arguing the hypotheses and success for the next steps of development.
- Communicate data and machine learning capability needs to the product and engineering teams.
We are looking for a candidate with 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.
- Experience successfully taking research and turning it into concrete product innovations with impact.
- Ability to explain machine learning and interpret the modeling efficacy for further improvements.
- Capable of conducting analysis, statistics, and data literacy to deduce where the challenges and opportunities lie.
Our estimate for this position is $150,000 - $200,000 per year, based on industry standards and location considerations. This estimate may vary depending on factors such as location, experience, and specific requirements.
BenefitsUnity offers a comprehensive benefits package, including health insurance, retirement plans, paid time off, and more. As a global company, we celebrate our employees across age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status.
