Takeover Tracker
36%medium risk

Geophysical Data Technicians

Measure, record, or evaluate geological data, using sonic, electronic, electrical, seismic, or gravity-measuring instruments to prospect for oil or gas. May collect or evaluate core samples or cuttings.

Higher risk than 69% of occupations
Checking for existing plan...

How AI Impacts Each Task

23 tasks analyzed

Prepare notes, sketches, geological maps, or cross-sections.

Risk: 51.0%AI: 60EstimatedTime: 9%

Operate or adjust equipment or apparatus used to obtain geological data.

Risk: 47.0%AI: 35EstimatedTime: 5%

Plan and direct activities of workers who operate equipment to collect data.

Risk: 23.0%AI: 20EstimatedTime: 5%

Set up or direct set-up of instruments used to collect geological data.

Risk: 15.0%AI: 15EstimatedTime: 4%

Record readings in order to compile data used in prospecting for oil or gas.

Risk: 86.0%AI: 92EstimatedTime: 5%

Supervise oil, water, or gas well-drilling activities.

Risk: 21.0%AI: 15EstimatedTime: 4%

Collect samples or cuttings, using equipment or hand tools.

Risk: 43.0%AI: 25EstimatedTime: 4%

Read and study reports in order to compile information and data for geological and geophysical prospecting.

Risk: 87.2%AI: 95EstimatedTime: 5%

Create photographic recordings of information, using equipment.

Risk: 43.5%AI: 26.2ObservedTime: 3%

Interview individuals, and research public databases in order to obtain information.

Risk: 28.7%AI: 34.33ObservedTime: 3%

Measure geological characteristics used in prospecting for oil or gas, using measuring instruments.

Risk: 70.0%AI: 52EstimatedTime: 4%

Assemble, maintain, or distribute information for library or record systems.

Risk: 86.0%AI: 92EstimatedTime: 4%

Evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas.

Risk: 49.0%AI: 55EstimatedTime: 6%

Diagnose or repair malfunctioning instruments or equipment, using manufacturers' manuals and hand tools.

Risk: 13.0%AI: 10EstimatedTime: 4%

Prepare and attach packing instructions to shipping containers.

Risk: 80.0%AI: 77EstimatedTime: 2%

Develop and design packing materials and handling procedures for shipping of objects.

Risk: 47.0%AI: 50EstimatedTime: 2%

Collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations.

Risk: 41.0%AI: 35EstimatedTime: 4%

Record geological data in a database.

Risk: 86.0%AI: 92EstimatedTime: 5%

Apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits.

Risk: 51.0%AI: 60EstimatedTime: 4%

Evaluate and interpret seismic data with the aid of computers.

Risk: 53.0%AI: 65EstimatedTime: 9%

Conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability.

Risk: 13.0%AI: 10EstimatedTime: 5%

Collect geological data from potential geothermal energy plant sites.

Risk: 41.0%AI: 35EstimatedTime: 4%

Compile data used to address environmental issues, such as the suitability of potential landfill sites.

Risk: 84.0%AI: 87EstimatedTime: 4%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Geophysical Data Technicians skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.1pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

-0.4

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma14%
Some College6%
Post-Secondary Certificate5%
Associate's Degree18%
Bachelor's Degree29%
Doctoral/Professional Degree28%

Prior Experience Needed

Work experience required to enter this job

None18%
Up to 1 month8%
6 months - 1 year23%
1-2 years17%
2-4 years6%
4-6 years7%
6-8 years5%
8-10 years4%
Over 10 years13%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month12%
1-3 months3%
3-6 months54%
6 months - 1 year12%
1-2 years2%
2-4 years6%
6-8 years11%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis