Come join Unity our Ads Applied Research team to help drive the overall Ads strategy for Unity's products and services. In this position you'll be driving our applied research initiatives to improve the optimization and machine learning powering our ad networks, market place and audience tools.
Increase your chances of an interview by reading the following overview of this role before making an application.
What you’ll be doing
As a data science expert, you will guide and drive the application of machine learning solutions across the whole organization.
Your role will be to :
- Translate business problems into a design and implement advanced machine learning models and algorithms.
- Follow up on the latest machine learning research to improve Unity’s Ad platform Machine Learning capabilities.
- 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.
- Driving the overall direction of machine learning future for Ads.
What we’re looking for :
We are looking for a candidate with experience in guiding machine learning development via revolutionary steps to keep Unity Ads at the forefront.
- 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, PyTorch) 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 of tools for creators to build and grow real-time games, apps, and experiences across multiple platforms.
Creators, ranging from game developers to artists, architects, automotive designers, infrastructure experts, filmmakers, and more, use Unity to bring their imaginations to life across multiple platforms, from mobile, PC, and console, to spatial computing.
As of the fourth quarter of 2023, more than 69% of the top 1,000 mobile games are made with Unity as derived from a blended number of the top 1,000 games in the Google Play Store and iOS App Store.
In 2023, Made with Unity applications had an average of 3.7 billion downloads per month. For more information, please visit www.unity.com.
J-18808-Ljbffr
Pittsburgh Study Senior Data Scientist
Develops, implements, maintains, and manages complex data management systems of multidimensional biological datasets, including defining and creating research databases, creating new data collection forms and tables for existing databases, creating data editing routines and export processes, and tra...
Senior Data Scientist - Penske Truck Leasing
Position Summary:As a Senior Data Scientist, you will drive the development and implementation of Machine Learning and Artificial intelligent techniques for Penske next-generation Supply Chain & Logistics products. As a Senior Data Scientist, you will simultaneously navigate multiple projects, each ...
AIML - Senior Research Scientist - MIND Perception & Interaction
Do you possess strong leadership traits, demonstrate deep expertise of sensing, signal processing, interaction techniques, and a desire to work with software and hardware systems for Apple devices? A background in human-computer interaction and applied machine learning is preferred. If this sounds l...
Senior Data Scientist
Position Summary:As a Senior Data Scientist, you will drive the development and implementation of Machine Learning and Artificial intelligent techniques for Penske next-generation Supply Chain & Logistics products. As a Senior Data Scientist, you will simultaneously navigate multiple projects, each ...
Senior Data Scientist
If you're a data scientist who thrives on making an impact, this is the perfect opportunity for you!. At least 5 years of experience as a data scientist. You'll be on the frontlines of innovation, using the latest tech to research, design, implement, and evaluate advanced machine learning algorithms...
Senior Data Scientist - Behaivior
The Senior Data Scientist will be providing expertise, guidance, and oversight in the areas of machine learning and data science for the Behaivior technical team. The Data Scientist role can start immediately. They will also provide research support and will serve as the primary liaison to team memb...
Senior Machine Learning Research Scientist - Secure AI Lab
As a Senior Machine Learning Research Scientist, you will specialize in conducting adversarial machine learning (AML) research. At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI techno...
Senior Data Scientist, Economics
We’re looking for an outstanding technical candidate in economics and data science who specializes in statistical modeling, causal inference, and/or structural analysis to advance data-centric decision-making at Duolingo. Read about our Data Scientist work on . Collaborate with data engineers and bu...
Senior Machine Learning Research Scientist
As a senior research scientist specializing in machine learning, you will identify, shape, apply, conduct, and lead research that matches critical U. Hands-on research: You’ll conduct and lead novel research in applied machine learning and artificial intelligence. Technical leadership: You have led ...
Senior Research Scientist - Quantum | Carnegie Mellon University
What We Do: Senior Research Scientists at the SEI use advanced interdisciplinary skills in STEM fields such as statistics, mathematics, physics, electrical engineering, and computer engineering to help our government and industry clients research and advanced technical challenges. The Senior Researc...