Unity

Data Scientist Manager

Tel Aviv, Israel
Spark TensorFlow Keras PyTorch Unity Machine Learning Deep Learning Python
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Description

The opportunity

Unity Monetization Team, a division of Unity, builds advertising, in-game purchase promotions, and other personalized content delivery solutions and technologies used in hundreds of thousands of apps. Our Monetization team builds the technology infrastructure and serving systems that manage the delivery of relevant content to hundreds of millions of users every day. Our platform processes massive data sets that feed into machine learning systems that live in the core of various of our products.

Various deep-learning techniques are revolutionizing automated decision-making systems and Unity is riding the front wave. Unity is investing in deep and deep-reinforcement learning development on multiple fronts. Specifically, Unity Monetization is investing in mastering these methodologies and applying them to real-world problems of advertising, game economics, and monetization. At Unity, we develop cutting-edge machine learning-centric products that provide millions of predictions for recommendations every second to optimize the effectiveness and profitability of user acquisition advertising campaigns. Thus, we are looking to add a Data Science Manager to join our amazing team, working in our Austin office.

Unity’s vast game monetization ecosystem gives us a unique opportunity to leverage data and innovative machine-learning methods to benefit the gaming and game development communities. Unity is continuously striving to build disruptive and powerful solutions to enable game developers to be more successful.

What you'll be doing

  • Work with a global team (Tel Aviv, Montreal, Helsinki, and San Francisco) to revolutionize the personalization of user acquisition advertisement for mobile gaming
  • Drive Unity’s user acquisition product from the machine learning point of view in close collaboration with other data scientists, product management, and engineering
  • Manage team to Implement and drive the development of deep learning and machine learning algorithms with tech stack of Python/Spark/Tensorflow/Keras/PyTorch
  • Convey ideas, guide execution, and manage team members to implement high-quality data science and machine learning-based products
  • Participate in and initiate defining new business opportunities and products

What we're looking for

  • Solid understanding and practical experience of machine learning concepts and programming
  • Experience in implementing various data and machine learning-based online decision-making systems on a large scale
  • Experience in technical team management, product management, working with business stakeholders, and communication with external clients.
  • Experience in machine learning and/or experience in advertising space

You might also have

  • Kaggle competition gold medalist
  • Working proficiency in English and Hebrew

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.

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.

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 third-party agency or company that does not have a signed agreement with Unity.

Your privacy is important to us. Please take a moment to review our Prospect and Applicant Privacy Policies. Should you have any concerns about your privacy, please contact us at DPO@unity.com.

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