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Tel Aviv, Israel

Senior Data Scientist

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TypeFull time
Requisition IDJOBREQ-2412617

Role Description

The opportunity

SuperSonic is looking for a passionate Full Stack Data Scientist, to work end to end on our user acquisition optimiser, Arpumiser and other revenue driven projects.

As a Full Stack Data Scientist you will set up the data architecture using Airflow, Python and SQL, analyzing the data points, helping our growth team to increase our scale by using the optimiser properly and building models to predict Lifetime-Value (LTV) in precise way. and finally deploying the model into the production environment.

Research & develop complex realtime user level models to improve supersonic games.

What you'll be doing

  • Perform end-to-end solutions from business needs all the way to production
  • Analyze and improve the model use cases in production
  • Model, design, and implement machine learning and data mining algorithms with Python, SciKit
  • Perform deep data analysis to evaluate optimiser performance
  • Help, guide and Support our UA growth team to increase scale while using the optimiser in proper way

What we're looking for

  • Experience as data scientist /researcher, combining Excellent hands-on SQL and Python skills
  • Experience working with predictive and probabilistic models, clustering algorithms and other classification models (e.g., Logistic Regression, Neural Networks, K-Means and decision trees)
  • B.Sc in Computer Science, Statistics, Operations Research or equivalent
  • Solid background in data lake and data warehouse technologies
  • Great communication skills, Hands-On, independent and out of the box thinker

You might also have

  • Proven experience in Airflow development
  • Experience with functional programming a plus & big data technologies such as Spark, Trino, SingleStore DB
  • Experience in data and machine learning Python libraries (pandas, numpy, scikit-learn)
  • Experience in AWS or equivalent

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.

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