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DigitalTurbine Data Scientist Israel, Center District, Petah Tikva 134870437
09.06.2024
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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:
- 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:
- ○Experiment Management platforms such as: MLFLOW, Optuna
○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
○AWS, GCP
○Google BigQuery
○Databricks and Spark
○Python and classic ML libraries
○, PyTorch Lightning
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
- Experience in the AdTech industry (AdNetwork specifically) - must
- 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
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