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Tech Stack
Tools & technologiesPostgresPython
About the role
Key responsibilities & impact- Maintain data integrity, capacity, and offline event records for individual refinery models and regional balances, utilizing the internal Linear Programming model for tuning.
- Prioritize the validation and improvement of existing models; data quality and domain expertise are the critical drivers for this role.
- Lead the effort to backtest and guide models using external data sources (EIA, JODI, IRR, ANP) to ensure outputs align with physical market realities.
- Apply a deep understanding of distillation, reforming, FCC, and blending to optimize refinery circuit views and regional supply/demand dynamics.
- Source and leverage large datasets using Python, PostgreSQL and to automate data flows and improve model accuracy.
- Collaborate with Data, Product, Engineering, and Sales teams to provide insights for refineries product development.
- Respond to internal and external data requests and client queries in a timely manner.
Requirements
What you’ll need- At least 3–5 years of experience as a Refinery Economist, Refining Analyst, LP Modeler or related roles.
- A deep understanding of physical refinery unit operations (Distillation, Reforming, FCC, Blending, etc.) and refinery economics (flows, pricing, regulations, and arbitrage dynamics).
- Practical experience using industry-standard Linear Programming software (Aspen PIMS, AVEVA Unified/Spiral, or Haverly GRTMPS) is essential to be functional in this role.
- Comfortable with Python and PostgreSQL.
- Proven experience sourcing and leveraging external data (EIA/JODI/IRR) to model refineries.
- Strong background in data-driven modeling, validation, and managing input data integrity (e.g., capacity and offline events).
Benefits
Comp & perks- Don’t meet every single requirement? Research shows that women and people of color are less likely than others to apply if they feel like they don’t match 100% of the job requirements.
- Kpler is committed to providing a fair, inclusive and diverse work environment.
- We welcome people of different backgrounds, experiences, abilities and perspectives and are an equal opportunity employer.
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Linear ProgrammingPythonPostgreSQLdata-driven modelingdata validationdata integrity managementrefinery economicsdistillationreformingblending
Soft Skills
collaborationcommunicationleadershipproblem-solvingtime management