Principal Applied Research Machine Learning Engineer
3 weeks ago
The Opportunity
At Unity, our mission is to empower creators to build immersive experiences that captivate audiences worldwide. As a key member of our Ads Applied Research team, you will play a pivotal role in shaping the future of our ad platform.
As a machine learning expert, you will drive the application of cutting-edge solutions across the organization, guiding the development of advanced models and algorithms to tackle complex business challenges. Your expertise will be instrumental in improving the optimization and machine learning capabilities of our ad networks, marketplace, and audience tools.
Key Responsibilities
- Define and execute advanced machine learning models and algorithms to drive business growth
- Stay at the forefront of the latest machine learning research to enhance our ad platform's capabilities
- Optimize and innovate ML practices to establish Unity as a leader in the industry
- Form and validate hypotheses on new aspects of modeling and data potency
- Drive optimization hypotheses by analyzing drivers for impactful machine learning
- Communicate data and machine learning capability needs to product and engineering teams
- Drive the overall direction of machine learning for Ads to support strategic goals and vision
Requirements
- PhD in Computer Science, Mathematics, Statistics, or a related technical field
- Experience in taking research and turning it into concrete product innovations
- Expertise with modeling frameworks (Tensorflow, PyTorch) and understanding of model architectures
- Ability to explain machine learning and interpret modeling efficacy
- Strong data literacy and analytical skills
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