Kuraray America, Inc.
Data Scientist - AdTech
Kuraray America, Inc., Santa Clara, California, us, 95053
Data Scientist - AdTechFull TimeJob Code: T-3728 | Santa Clara, CA, USA2 positionsRequired Experience:
5 - 8 Years
Skills:
Python, AWS, BigQuery, + 3 moreResponsibilities:
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
Requirements:
BSc in Computer Science/Engineering or related field with a focus on applied statistics, AI, machine learning or related fields
3 - 5 years of experience as a Data scientist
Coding in Python and SQL - MUST
Experience with ML models around tabular datasets - MUST
Experience with modeling using XGBoost - MUST
Experience with cloud environments
Experience with A/B testing and statistical analysis
Knowledge of basic and advanced concepts of Machine Learning
Fluent English
Ability to talk with other engineers
Advantages:
Experience with ML models in production
Experience in Data Science in Ad-Tech
Familiarity with Spark, Databricks, MLFLOW, and Big Data related technologies - a strong advantage
Examples of great business impact that you have created
About Company:
With 21+ years of experience building innovative digital products and solutions, Tavant provides impactful results to its customers. It has been the frontrunner in driving digital innovation and tech-enabled transformation across a wide range of industries such as Fintech, Manufacturing, Agtech, Media & Entertainment, and Retail in North America, Europe, and Asia-Pacific. IDC MarketScape has recognized Tavant as a leader in the global warranty and service contract management applications market.
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5 - 8 Years
Skills:
Python, AWS, BigQuery, + 3 moreResponsibilities:
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
Requirements:
BSc in Computer Science/Engineering or related field with a focus on applied statistics, AI, machine learning or related fields
3 - 5 years of experience as a Data scientist
Coding in Python and SQL - MUST
Experience with ML models around tabular datasets - MUST
Experience with modeling using XGBoost - MUST
Experience with cloud environments
Experience with A/B testing and statistical analysis
Knowledge of basic and advanced concepts of Machine Learning
Fluent English
Ability to talk with other engineers
Advantages:
Experience with ML models in production
Experience in Data Science in Ad-Tech
Familiarity with Spark, Databricks, MLFLOW, and Big Data related technologies - a strong advantage
Examples of great business impact that you have created
About Company:
With 21+ years of experience building innovative digital products and solutions, Tavant provides impactful results to its customers. It has been the frontrunner in driving digital innovation and tech-enabled transformation across a wide range of industries such as Fintech, Manufacturing, Agtech, Media & Entertainment, and Retail in North America, Europe, and Asia-Pacific. IDC MarketScape has recognized Tavant as a leader in the global warranty and service contract management applications market.
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