About the role

Aplyr's Quick Take

This role combines geology with data science to enhance subsurface decision-making. You'll automate geological workflows, analyze diverse datasets, and develop predictive models. It's primarily an individual contributor position focused on technical analysis and communication with stakeholders.

Good fit

Ideal candidates have at least 5 years of experience in data geoscience, a strong background in Python or R, and familiarity with GIS tools. A proactive, analytical mindset and the ability to communicate complex data insights clearly will help you thrive.

Worth noting

The role emphasizes automation and integration of various geological datasets, which may appeal to those interested in cutting-edge technology in the energy sector. The preference for a background in Petroleum Engineering could be a limiting factor for some geoscience professionals.

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This Data Science Geologist will bridge traditional earth sciences with advanced data science and analytics to drive more informed subsurface decisions. This role focuses on automating geological workflows, integrating complex subsurface datasets, and developing predictive and geospatial models to improve reservoir characterization, resource discovery, and development outcomes. The position plays a critical role in translating advanced analytical insights into actionable guidance for both technical teams and business leadership.

Job Responsibilities:

Include but are not limited to

Predictive Modeling: Develop and apply machine learning and geospatial models to identify geological features and predict reservoir quality.

Data Integration: Clean, integrate, and analyze diverse datasets, including seismic, well log, geochemical, rock-based, and petrophysical data.

Spatial Analysis: Leverage GIS and subsurface mapping tools to perform complex spatial analysis and create interactive geological models and maps.

Automated Workflows: Design, build, and maintain data pipelines to automate routine geological analysis and reporting.

Stakeholder Communication: Translate complex technical analyses into clear, actionable insights for technical teams and business stakeholders.

Required Qualifications:

Bachelor’s degree in Geoscience or a related field

Minimum of 5 years of data geoscience experience

Proficiency in Python (Pandas, Scikit-learn, PyTorch) or R for statistical analysis

Expertise in SQL and industry-standard geological databases

Experience with GIS tools such as ArcGIS or QGIS, and/or 3D subsurface modeling software (e.g., Petrel)

Strong understanding of machine learning techniques (clustering, regression, anomaly detection) applied to subsurface data

Ability to visualize and communicate spatial data using tools such as Power BI, Tableau, or Python libraries (Matplotlib, Seaborn)

Preferred Qualifications:

Background in Petroleum Engineering

Diamondback is an Equal Employment Opportunity Employer. Diamondback provides equal employment opportunities to all qualified applicants without regard to race, sex, sexual orientation, gender identity, national origin, color, age, religion, veteran or disability status, genetic information, pregnancy, or any other status protected by law. Diamondback participates in E-Verify. Learn more about E-Verify.

Skills & Tags

data

Aplyr's read

Diamondback Energy thrives in the Permian Basin, attracting professionals skilled in oil and gas exploration and production. The company offers roles from geology to accounting.
Synthesized from recent postings & public sources

What's promising

•Strong focus on the prolific Permian Basin, a key oil production area.
•Recent expansion in technical and operational roles indicates growth.
•Emphasis on unconventional reserves suggests innovative exploration strategies.

What to watch

•Oil and gas industry volatility can impact job stability.
•Environmental regulations pose significant operational challenges.
•Dependence on the Permian Basin may limit geographic diversification.

Why Diamondback Energy

•Specializes in unconventional oil and gas reserves, setting it apart from traditional producers.
•Significant investment in remote operations technology enhances efficiency.
•Operates primarily in the Permian Basin, a major U.S. oil hub.

Aplyr’s read is generated by AI from public sources. Was it useful?

About Diamondback Energy

Diamondback Energy

ir.diamondbackenergy.com

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Diamondback Energy is an independent oil and natural gas company focused on the acquisition, development, exploration, and production of unconventional oil and natural gas reserves in the Permian Basin in West Texas.