[Hiring] Principal Machine Learning Engineer @Unity Technologies

Role Description

In the Unity Ads Applied Research team, we envision and build systems that help creators capture the value they build. In this position, you'll be driving our applied research and analysis on how to improve the optimization and machine learning powering our ad networks, marketplace, and audience tools.

• Drive and implement machine learning applications and solutions across the organization.
• Stay at the forefront of machine learning research to improve the organization’s capabilities.
• Optimize and refine machine learning practices to establish the organization as a machine learning leader.
• Formulate and validate modeling and dataset hypotheses by analyzing drivers and build development roadmap.
• Define requirements and communicate needs to product and engineering teams.
• Drive the overall direction of machine learning advancements to support the organization’s strategic vision.

Qualifications

• Master’s Degree or foreign equivalent in Computer Science, Statistics, Mathematics, or a related field.
• Three (3) years of related work experience as a Data Scientist or a related occupation.

Requirements

• Three (3) years of experience with/in interpreting and translating research into practical applications.
• Developing research-driven gaming advertisement recommendation and user profiling systems that enhance system performance and user engagement, leading to measurable business impact.
• Using TensorFlow and PyTorch as well as understanding model architectures and mechanisms to improve user engagement and further improve the performance of the company’s advertisement network.
• Analyzing model performance using model performance deep dive methodology and statistically bias understanding to identify key improvement areas, refining algorithms to enhance accuracy and efficiency.
• Evaluating data trends and statistical patterns using Looker and Imply to pinpoint challenges.
• Driving informed decision-making in machine learning applications.

Benefits

• Wide range of benefits designed to support employees' well-being and work-life balance.

Additional Information

• International relocation support is not available for this position.
• Work visa/immigration sponsorship is not available for this position.
• Hours/week: Mon-Fri, 8:30 a.m. - 5:30 p.m.
• Salary: $275,000/yr.
• 100% Telecommuting Permitted.