Information Technology – Senior Data Scientist (Optimization Track)
SINGAPORE AIRLINES LIMITED
Singapore
Not specified
Python programming skills
Linear and integer programming
Operations research methods
Singapore Airlines Limited is seeking a Senior Data Scientist specializing in mathematical optimization to enhance operational efficiency through data science and machine learning. The role involves collaboration across teams to develop and deploy optimization solutions, particularly in areas like aircraft assignment and crew scheduling
Job Summary
This senior role focuses on expanding data science capabilities to include exact and approximate optimization methods for airline operations.
The successful candidate will design solutions for aircraft assignment, crew scheduling, and demand forecasting while collaborating with cross-functional teams.
Candidates are expected to validate models through rigorous testing and communicate trade-offs clearly to both technical and non-technical stakeholders.
Matching Summary
Match Score: 85
Singapore Airlines Limited is seeking a Senior Data Scientist specializing in mathematical optimization to enhance operational efficiency through data science and machine learning. The role involves collaboration across teams to develop and deploy optimization solutions, particularly in areas like aircraft assignment and crew scheduling.
Skills & Requirements
Must-have
Python programming skills
Linear and integer programming
Operations research methods
Predictive modeling experience
Optimization solvers like Gurobi
Nice-to-have
Aviation operations knowledge
Cloud platform experience AWS GCP
Agile Scrum methodology familiarity
Simulation and queuing theory
Metaheuristic algorithm understanding
Key Requirements
BS in Computer Science or related field required
PhD or MS in mathematical optimization highly desired
Minimum 2 years of relevant technical experience
Advanced Python programming proficiency
Experience with optimization libraries such as CVXPY or Pyomo