Principal Machine Learning Engineer
4 weeks ago
Unity Technologies is seeking a highly skilled Principal Machine Learning Engineer to join our Ads Applied Research team. As a key member of our team, you will be responsible for driving the overall direction of machine learning for our Ads platform, ensuring it remains at the forefront of industry performance.
Key Responsibilities:
- Define and execute advanced machine learning models and algorithms to improve the optimization and machine learning powering our ad networks, market place, and audience tools.
- 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.
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 for creating and operating real-time 3D (RT3D) content. Our platform provides a comprehensive set of software solutions to create, run, and monetize interactive, real-time 2D and 3D content for mobile phones, tablets, PCs, consoles, and augmented and virtual reality devices.
We are a proud equal opportunity employer 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.
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