How to Become a Data Scientist

Oil & Gas Industry Career Guide · 8 current openings

Avg. Salary

$98,841 - $136,331

Open Positions

8

Education

Data Science or Computer Science

Companies Hiring

8

What Does a Data Scientist Do?

A Data Scientist in the energy sector applies machine learning, statistical analysis, and data engineering to extract insights from operational data. They build predictive models for production forecasting, equipment failure detection, drilling optimization, and reserve estimation. As the industry embraces digital transformation, Data Scientists bridge the gap between domain expertise and advanced analytics, working with large datasets from sensors, well logs, and production systems.

Education & Certifications

Required Education

M.S. in Data Science, Statistics, Computer Science, or related field

Key Certifications

AWS/Azure ML Certification (recommended)

Key Skills to Develop

Based on 8 current job listings for Data Scientist roles

Typical Career Path

1

Entry Level (0-3 years)

Junior Data Scientist / Field Data Scientist. Building foundational skills, learning tools, working under supervision of senior engineers.

2

Mid Level (3-7 years)

Data Scientist. Leading small projects, mentoring juniors, developing specialized expertise in key areas.

3

Senior Level (7-15 years)

Senior Data Scientist / Lead Data Scientist. Technical leadership, major project ownership, cross-functional collaboration.

4

Management (15+ years)

Engineering Manager / Director. Strategic planning, team management, P&L responsibility.

View detailed career path with current openings →

Salary Expectations

Avg. Minimum

From $98,841

Avg. Maximum

Up to $136,331

Jobs with Salary

3 of 8

BLS Reference: The Bureau of Labor Statistics reports a median salary of $108,020 for Data Scientists (SOC 15-2051) nationally (2024).

Companies Hiring Data Scientists

Current Data Scientist Openings

View all 8 openings →

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