Data Scientists
Core
Develop data pipelines, machine learning models, and complex optimization models for an operations decision-support product suite serving airlines.
Role type
Senior IC data scientist (optimization & ML)
Builds
ODS software product suite for airline operations
Domain
Aviation / Logistics / Supply Chain
Deliverable
production ML models | product features
Required skills
Operational Research, optimization techniques (linear, non-linear, mixed-integer programming, constraint satisfaction, scheduling), Python, data engineering (SQL, pipelines), cloud platforms (AWS), experiment tracking, workflow orchestration, CI/CD
Preferred skills
Background in operations-heavy industries (aviation, logistics, supply chain, retail), strong commercial mindset
Technologies
Python, SciPy, OR-Tools, Gurobi, CPLEX, Pandas, NumPy, SQL, AWS, Git
Responsibilities
Design, build, and deploy data science and optimization models for workforce planning and supply chain; Own use cases end-to-end from problem definition to production delivery; Prototype and industrialize ML and optimization models; Build and maintain robust data pipelines with testing and logging; Diagnose performance and optimize models for operational constraints; Engage with business stakeholders to translate challenges into analytical solutions
Seniority
Senior, hands-on IC
