Senior Data Scientist
Core
Lead complex multi-stakeholder requirements workshops and implement optimisation actions for mathematical models in the Oil & Gas/LNG industry.
Role type
Senior IC data scientist (mathematical optimisation)
Builds
Production mathematical optimisation models for LNG operations
Domain
Oil & Gas / LNG
Deliverable
production ML models
Required skills
mathematical optimisation, non-linear constraints, iterative optimisation cycles, physics-based constraints, Python, R, AWS, PostgreSQL
Preferred skills
model hosting assessment, validation approach definition, model documentation
Responsibilities
Lead complex, multi-stakeholder requirements workshops; Perform model hosting assessment and define optimisation actions; Implement agreed optimisation actions based on functional behaviour; Define validation approach to support integrated testing and BRT/UAT readiness; Maintain model documentation and evidence artefacts for governance and support.
Seniority
Senior, hands-on IC
