Tel Aviv, Israel
Senior Data Scientist
ALERT: Unity has received reports of scams where individuals purporting to be Unity HR representatives conduct bogus employment interviews via email or text, and then request payment as a condition for receiving an offer of employment. Please be aware that Unity does not conduct interviews by email or text, and will never request payment as a condition for applying for a position or receiving an offer of employment. These scam operators may also ask for your personal information (name, address, birthdate, social security number, etc.) which you should not provide to them. If you have been a target of such a scam, you should report it by contacting the U.S. Federal Trade Commission (see this FTC posting for further details) the office of your state Attorney General, or the government agency responsible for investigating matters such as this where you reside this FTC posting for further details) the office of your state Attorney General, or the government agency responsible for investigating matters such as this where you reside.
Role 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
- Implement and drive the development of deep learning and machine learning algorithms with the tech stack of Python/Spark/Tensorflow/Keras/PyTorch
- Perform deep data analysis to evaluate algorithm performance
- Lead innovation initiatives and stay in tune with the latest technologies and algorithms
- Perform ongoing optimization improvements
What we're looking for
- At least 5 years of experience leading data science projects from idea to production using various ML solutions
- At least 5 years of NN experience, and at least 2 years of ML experience with tabular data
- Excellent technical skills and strong knowledge of Python, SQL, PySpark
- Experience working in a fast-paced production environment
- Solid background in algorithms, data structures, probability, and statistics
You might also have
- Kaggle competition medalist
- Ad Tech experience
Additional information
- Relocation support is not available for this position.
- International relocation support is not available for this position.
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.
#LI-AG1 #SEN