Machine Learning Scientist- Mid-Level
Core
Apply machine learning models to solve core business problems across marketing, including bidding, customer modeling, revenue optimization, and recommendations.
Role type
Mid-level Machine Learning Scientist (Marketing)
Builds
Production ML models for advertising, customer modeling, and revenue optimization
Domain
Travel industry, Marketing technology
Deliverable
production ML models
Required skills
Machine learning, Statistics, Python (Numpy/Pandas/Scikit-learn), SQL, Big data technologies (Hive/Spark), A/B test design and analysis, ETL pipeline automation
Preferred skills
AI tools experience, PhD or Masters in CS/Engineering/Statistics
Technologies
Python, Numpy, Pandas, Scikit-learn, Hive, Spark
Responsibilities
Prototype, evaluate, deploy and maintain new ML models in production; Design AB tests and analyze their results; Automate ETL pipelines; Use ML models to solve marketing business problems; Communicate experimental results to stakeholders
Seniority
Mid-level, hands-on IC
