DATA SCIENTIST
Core
Build and deploy machine learning and optimization models for dynamic pricing, demand forecasting, and revenue optimization in the airline industry.
Role type
Senior IC data scientist (revenue management & network optimization)
Builds
Production-ready ML models and optimization algorithms for revenue and network decisions
Domain
Aviation / Revenue Management / Machine Learning
Deliverable
production ML models
Required skills
Python, SQL, statistical modeling, supervised/unsupervised learning, optimization algorithms, cloud computing, MLOps
Preferred skills
Azure, reinforcement learning, deep learning architectures
Technologies
Python, SQL, Azure
Responsibilities
Design, train, and maintain models for revenue optimization; develop demand forecasting and purchase probability models; convert research into production-ready optimization solutions; design reproducible training and inference pipelines with CI/CD workflows; monitor models for drift and automate retraining.
Seniority
Senior, hands-on IC
