Data Scientist AdTech
Remote Role-Data Scientist - AdTech, Santa Clara, CA
Top 3 Skills: Data Scinence, Machine Learning and Ad Tech
100% Remote, but looking for someone in Bay Area.
Responsibilities:
Building Machine Learning (Client) models and deploying them to production on a giant scale (we serve 2bn devices globally and handle 200bn requests every day).
Using Client 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 Client models for our company
Working with the following cutting-edge technologies:
○AWS, GCP
○Google BigQuery
○Databricks and Spark
○Python and classic Client 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 Client 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 Client 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
Job Type: Contract
Pay: Up to $70.00 per hour
Schedule:
8 hour shift
Application Question(s):
May I know your visa status ?
Experience:
Data Scinence: 7 years (Preferred)
Advertising Technology: 1 year (Preferred)
Machine Learning: 4 years (Preferred)
Work Location: Remote