JOB DESCRIPTION:
We are looking for Senior Data Scientist with 8+ years of experience.
Responsibilities:
- Lead complex, multi-stakeholder requirements workshops
- Perform model hosting assessment and define optimisation actions (compute, storage, runtime)
- Implement agreed optimisation actions based on functional behaviour; produce before/after performance evidence
- Define validation approach to support integrated testing and BRT/UAT readiness
- Maintain model documentation and evidence artefacts for governance and support.
Skills/Experience:
- Min 8 years DS/advanced analytics delivery, in Oil & Gas/LNG industry
- Hands on delivery experience covering
- Multiple inter‑dependent mathematical optimisation models handling capability
- non‑linear constraints and/or objectives that materially affect feasibility or optimality
- structured iterative cycles, including but not limited to: pre‑feedback optimisation runs, feedback or convergence runs to stabilise outputs and incorporation of physics‑based constraints
- Experience in handling complex data science models, handling soft and hard technical and operational constraints
- Experience supporting advanced analytics models in production environments
- Experience with Python and R -based modelling and analytics environment
Familiar with cloud-hosted execution on AWS and ALNG runtime stack (Python/Node/PostgreSQL)