Data Scientist
Petach Tikva, Israel
Digital Turbine
We are the largest independent operator of app growth and monetization platforms in the world. That is, we help mobile game developers get more players for new games, and make more money on games they have already createdOur business is based on real-time traffic, where having the best model yields higher-than-proportional benefits. As a data scientist, uplifting a model’s accuracy by even a 1% improvement can lead to millions of dollars in earning What you have achieved..
About the role:
- Building Machine Learning (ML) models and deploying them to production on a giant scale (we serve 2bn devices globally and handle 200bn requests every day).
- Using ML models which are at the heart of our technology to serve the following use-cases: ○Predicting mobile users’ favorite games based on their gaming and behavioral history○Predicting the value of the user’s in-app transactions for mobile game developers ○Optimizing our bidding prices in real-time auctions (RTB)○Optimizing infrastructure utilization○Detecting and eliminating fraud○Detecting image content in ads
- Collaborating with super-smart employees from different domains - Backend, Data Engineering, Frontend, Product, Business and other Data Scientists who work on building ML models for our company
- Working with the following cutting-edge technologies: ○AWS, GCP○Google BigQuery○Databricks and Spark○Python and classic ML libraries○, PyTorch Lightning
- ○Experiment Management platforms such as: MLFLOW, Optuna
About you:
- BSc in Computer Science or Engineering or related field with a focus on applied statistics, AI, machine learning or related fields
- 3+ years of experience as a Data scientist in the tech arena, preferably Adtech
- Strong coding capabilities in Python and SQL
- Experience with ML models around tabular datasets
- Experience working with cloud environments
- Experience with AB testing and statistical analysis
- Knowledge of basic and advanced concepts of Machine Learning
- Advantage experience with ML models in production, Familiarity with Spark, Databricks, MLFLOW, and Big Data related technologies
- Showcase of business impact created with your work
- Fluent English (written and spoken)
- Hybrid model - minimum three days on-site
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: AWS Big Data BigQuery Computer Science Databricks Engineering GCP Machine Learning MLFlow ML models Python PyTorch Spark SQL Statistics Testing
Perks/benefits: Career development
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