Principal Data Scientist - San Francisco, United States - Unity Technologies

Unity Technologies

Verified Company

San Francisco, United States

1 week ago

Posted by:

Mark Lane

beBee recruiter

Description

The Opportunity
At Unity, our Inclusion is driven by one overarching framework: Empathy, Respect, and Opportunity. In a collaborative, fast-growing environment, we are solving hard problems, and enabling the success of our community. At Unity, you will make a difference. In the Unity Ads Data Science team, we envision and build systems that help creators capture the value they build

Come join Unity our Ads Data Science team to help drive the overall Ads strategy for Unity's products and services.

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, market place and audience tools.

What you'll be doing

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

What we're looking for

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

Life at Unity
Unity (

NYSE:
U) is the world's leading platform for creating and operating real-time 3D (RT3D) content.

Creators, ranging from game developers to artists, architects, automotive designers, filmmakers, and others, use Unity to make their imaginations come to life.

Unity is the foundation upon which the world's most powerful digital content is created.

Specifically, Unity's 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.

Unity is a proud equal opportunity employer. We are committed to fostering an inclusive, innovative environment 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. Our differences are strengths that enable us to support the growing and evolving needs of our customers, partners, and collaborators. If there are preparations or accommodations we can make to help ensure you have a comfortable and positive interview experience, please fill out _this form_ to let us know._
Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records._
This position requires the incumbent to have a sufficient knowledge of English to have professional verbal and written exchanges in this language since the performance of the duties related to this position requires frequent and regular communication with colleagues and partners located worldwide and whose common language is English. Headhunters and recruitment agencies may not submit resumes/CVs through this website or directly to managers. Unity does not accept unsolicited headhunter and agency resumes. Unity will not pay fees to any thirdparty agency or company that does not have a signed agreement with Unity._