Jeffrey Roth

Data Scientist with ThinkOnward Innovation Lab ► 20+ years of applying data analysis techniques to optimize workflows, support operations, and influence capital project decision-making

Role
Senior Data Scientist at ThinkOnward
Location
Santa Fe, NM, US
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

About Jeffrey Roth

My journey into Data Analysis started 20+ years ago as a Geology undergraduate. In graduate school I pursued Geophysics, where I learned scientific programming and time-series analysis. I spent 14 years employed as a Geophysicist, where I used physics-based and statistical analysis to generate data-driven insights and influence business decisions.In my current role as a Data Scientist at the Onward Innovation Lab, I leverage my background in Geoscience and Data Science to find energy tech solutions that help move us towards a more sustainable energy future.A problem-solver by nature, I love the opportunity to learn and apply new skills. Over the course of my career, I have built a solid reputation as a team leader who has a knack for being able to simplify complex problems and deliver technical information to non-technical audiences.My technical proficiencies include the following: Software: Excel, Tableau, Power BI, Visual Studio Code, ArcGIS (geospatial analysis), Petrel (subsurface data analysis), PreStack Pro (pre-stack seismic data analysis and interpretation), RokDoc (well log and rock physics analysis and modeling), Reveal (seismic processing) Programming: Python (pandas / numpy / scipy / plotly / sci-kit learn / tensorflow, flask libraries), SQL (relational database management system), Shell Scripting, Matlab, HTML Analytical Methods: applied / computational mathematics, statistics, multivariate analyses, regression, clustering, neural networks, random forest, and Monte Carlo methods, supervised (labeled dataset)/ unsupervised (unlabeled dataset) machine learning, classification Version Control Tools: Git, GitHubCheck out my data analysis portfolio at http://jeffreyroth.carrd.co

Experience

  1. Senior Data Scientist

    ThinkOnward

    Dec 2025 — Present

    Go-to Geophysicist with 17+ years of experience leveraging geophysics and datascience to optimize energy solutions. Innovative educator and communicator with aknack for distilling complex technical information and empowering teams. Provensoftware development skills in Python, SQL, etc, used to automate workflows, buildtechnical libraries, and enhance software capabilities. Skilled in project leadership,collaborating with global teams and contractors, and QC’ing technical deliverables.

Education

  • Arizona State University

    Master of Science - MS, Geological and Earth Sciences / Geosciences

  • The University of Texas at Austin

    Master of Science - MS, Data Science

  • UNC Kenan-Flagler Business School

    ExxonMobil Enterprise Leadership Program

  • Dickinson College

    Bachelor of Science - BS, Geology/Earth Science, General

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Jeffrey Roth — Senior Data Scientist at ThinkOnward in Santa Fe, NM, US | Unifers