David Robbins
Senior Data Scientist at Marathon Petroleum Corporation
- Role
- Senior Data Scientist at Marathon Petroleum Corporation
- Location
- Sacramento, CA, US
- LinkedIn followers
- 500 followers
About David Robbins
I am a pragmatic reservoir engineer / data scientist with proven track record of building statistical and physical models to facilitate data-driven decision making and drive value creation. I strongly value understanding the underlying data and building comprehensible models that can be used to explain and predict, rather than merely decorate.I have a strong skill set in algorithm development, data integration and communicating complex ideas to broad audiences, including fostering collaboration among multiple technical disciplines and stakeholders.
Experience
Senior Data Scientist
Marathon Petroleum Corporation
Dec 2024 — Present · Sacramento, CA, US
Education
The University of Sheffield
MEng, Chemical Engineering
2006 — 2010
University of Cambridge
PhD, Chemical Engineering
2010 — 2013
Skills
- Materials Science
- Reservoir Engineering
- Fortran
- Modeling
- Field Trials
- Single Well Testing
- Multivariate Statistics
- Cfd
- Matlab
- Partial Differential Equations
- Latex
- Reservoir Simulation
- Spectroscopy
- Engineering
- Fluid Dynamics
- Chemical Engineering
- Numerical Analysis
- Swctt
- Numerical Simulation
- Mathematical Modeling
- Experimentation
- Dynamics
- Statistical Data Analysis
- Tracer Analysis
- Decline Curve Analysis
- Mathematica
- Fluid Mechanics
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