Data Scientist - Santa Clara, United States - Kuraray America , Inc.

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Data Scientist - AdTech

Full Time


Job Code:
T-3728 |

Santa Clara, CA,
USA
2 positions

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Required Experience

• 8 Years

Skills

Python,

aws,

big query

• 3 more

Responsibilities:

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
MLmodels 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
MLmodels for our company

Working with the following cutting-edge technologies:

AWS, GCP
Google BigQuery
Databricks and Spark
Python and classic
MLlibraries
, 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

• 5 years of experience as a Data scientist

Coding in Python and
SQL- MUST
Experience with
MLmodels 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
MLmodels 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
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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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