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.
AI Impact Summary
Geophysical Data Technicians faces moderate AI displacement risk with a score of 36/100. This occupation has higher AI displacement risk than 69% of all analyzed occupations. Of 23 analyzed tasks, 6 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Geophysical Data Technicians skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
23 tasks analyzed
Prepare notes, sketches, geological maps, or cross-sections.
Operate or adjust equipment or apparatus used to obtain geological data.
Plan and direct activities of workers who operate equipment to collect data.
Set up or direct set-up of instruments used to collect geological data.
Record readings in order to compile data used in prospecting for oil or gas.
Supervise oil, water, or gas well-drilling activities.
Collect samples or cuttings, using equipment or hand tools.
Read and study reports in order to compile information and data for geological and geophysical prospecting.
Create photographic recordings of information, using equipment.
Interview individuals, and research public databases in order to obtain information.
Measure geological characteristics used in prospecting for oil or gas, using measuring instruments.
Assemble, maintain, or distribute information for library or record systems.
Evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas.
Diagnose or repair malfunctioning instruments or equipment, using manufacturers' manuals and hand tools.
Prepare and attach packing instructions to shipping containers.
Develop and design packing materials and handling procedures for shipping of objects.
Collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations.
Record geological data in a database.
Apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits.
Evaluate and interpret seismic data with the aid of computers.
Conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability.
Collect geological data from potential geothermal energy plant sites.
Compile data used to address environmental issues, such as the suitability of potential landfill sites.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Prepare notes, sketches, geological maps, or cross-sections. | 60Estimated | 51.0% | 9% | |
| Operate or adjust equipment or apparatus used to obtain geological data. | 35Estimated | 47.0% | 5% | |
| Plan and direct activities of workers who operate equipment to collect data. | 20Estimated | 23.0% | 5% | |
| Set up or direct set-up of instruments used to collect geological data. | 15Estimated | 15.0% | 4% | |
| Record readings in order to compile data used in prospecting for oil or gas. | 92Estimated | 86.0% | 5% | |
| Supervise oil, water, or gas well-drilling activities. | 15Estimated | 21.0% | 4% | |
| Collect samples or cuttings, using equipment or hand tools. | 25Estimated | 43.0% | 4% | |
| Read and study reports in order to compile information and data for geological and geophysical prospecting. | 95Estimated | 87.2% | 5% | |
| Create photographic recordings of information, using equipment. | 26.2Observed | 43.5% | 3% | |
| Interview individuals, and research public databases in order to obtain information. | 34.33Observed | 28.7% | 3% | |
| Measure geological characteristics used in prospecting for oil or gas, using measuring instruments. | 52Estimated | 70.0% | 4% | |
| Assemble, maintain, or distribute information for library or record systems. | 92Estimated | 86.0% | 4% | |
| Evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas. | 55Estimated | 49.0% | 6% | |
| Diagnose or repair malfunctioning instruments or equipment, using manufacturers' manuals and hand tools. | 10Estimated | 13.0% | 4% | |
| Prepare and attach packing instructions to shipping containers. | 77Estimated | 80.0% | 2% | |
| Develop and design packing materials and handling procedures for shipping of objects. | 50Estimated | 47.0% | 2% | |
| Collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations. | 35Estimated | 41.0% | 4% | |
| Record geological data in a database. | 92Estimated | 86.0% | 5% | |
| Apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits. | 60Estimated | 51.0% | 4% | |
| Evaluate and interpret seismic data with the aid of computers. | 65Estimated | 53.0% | 9% | |
| Conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability. | 10Estimated | 13.0% | 5% | |
| Collect geological data from potential geothermal energy plant sites. | 35Estimated | 41.0% | 4% | |
| Compile data used to address environmental issues, such as the suitability of potential landfill sites. | 87Estimated | 84.0% | 4% |
Protective Factors
Total protective discount: 26.0%
Essential Soft Skills
Traits that are hard for AI to replicate
Explore other career paths
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Alternate Career Paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Geophysical Data Technicians professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change