Remote Principal Machine Learning Engineer

Summary

Join Unity's Ads Applied Research team to drive the overall Ads strategy for Unity's products and services. As a machine learning and data science expert, you will guide and drive the application of machine learning solutions across the whole organization.

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

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