Production Planning Model Derivation Engineer
Core
Develop and maintain simplified production planning models derived from detailed process simulations to support manufacturing plant operations and optimization decisions.
Role type
Production Planning Model Derivation Engineer
Builds
Simplified data-driven models for manufacturing facilities and improvement projects
Domain
Oil & Gas / Petrochemicals / Process Engineering
Deliverable
production ML models
Required skills
Process engineering, Mass and energy balances, Statistical analysis, Regression modelling, Design of Experiments, Data analysis tools (JMP, Python, MATLAB), Model validation, Technical documentation
Preferred skills
Refining and petrochemical operations knowledge, Cross-functional collaboration
Technologies
JMP, Python, MATLAB
Responsibilities
Develop and maintain simplified production planning models from detailed process simulations; Apply statistical techniques to generate robust models; Validate model quality using data analysis tools; Support build and deployment of models for manufacturing facilities; Collaborate with cross-functional teams to troubleshoot modelling issues; Contribute to technical reviews and documentation.
Seniority
Mid-level IC (2-6 years experience)
