Geological Sample Test Technicians
Test or analyze geological samples, crude oil, or minerals to detect presence of petroleum, gas, or mineral deposits indicating potential for exploration or production or to determine physical or chemical properties to ensure that products meet quality standards.
AI Impact Summary
Geological Sample Test Technicians faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 45% of all analyzed occupations. Of 17 analyzed tasks, 2 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 Information Ordering 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 Mathematics 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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Geological Sample Test 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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
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Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
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.
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
17 tasks analyzed
Test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.
Collect or prepare solid or fluid samples for analysis.
Compile, log, or record testing or operational data for review and further analysis.
Prepare notes, sketches, geological maps, or cross sections.
Assemble, operate, or maintain field or laboratory testing, measuring, or mechanical equipment.
Participate in geological, geophysical, geochemical, hydrographic, or oceanographic surveys, prospecting field trips, exploratory drilling, well logging, or underground mine survey programs.
Prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis.
Adjust or repair testing, electrical, or mechanical equipment or devices.
Plot information from aerial photographs, well logs, section descriptions, or other databases.
Participate in the evaluation of possible mining locations.
Assess the environmental impacts of development projects on subsurface materials.
Supervise well exploration, drilling activities, or well completions.
Prepare, transcribe, or analyze seismic, gravimetric, well log, or other geophysical or survey data.
Participate in the evaluation of possible geothermal energy plant locations.
Inspect engines for wear or defective parts, using equipment or measuring devices.
Test and analyze samples from potential underground carbon sequestration sites.
Collaborate with hydrogeologists to evaluate groundwater or well circulation.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment. | 43.43Observed | 44.4% | 13% | |
| Collect or prepare solid or fluid samples for analysis. | 25Estimated | 43.0% | 12% | |
| Compile, log, or record testing or operational data for review and further analysis. | 40.85Observed | 65.5% | 10% | |
| Prepare notes, sketches, geological maps, or cross sections. | 60Estimated | 51.0% | 8% | |
| Assemble, operate, or maintain field or laboratory testing, measuring, or mechanical equipment. | 10Estimated | 13.0% | 8% | |
| Participate in geological, geophysical, geochemical, hydrographic, or oceanographic surveys, prospecting field trips, exploratory drilling, well logging, or underground mine survey programs. | 10Estimated | 13.0% | 8% | |
| Prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis. | 75Estimated | 57.0% | 8% | |
| Adjust or repair testing, electrical, or mechanical equipment or devices. | 10Estimated | 13.0% | 6% | |
| Plot information from aerial photographs, well logs, section descriptions, or other databases. | 90Estimated | 85.2% | 5% | |
| Participate in the evaluation of possible mining locations. | 65Estimated | 53.0% | 4% | |
| Assess the environmental impacts of development projects on subsurface materials. | 55Estimated | 49.0% | 4% | |
| Supervise well exploration, drilling activities, or well completions. | 15Estimated | 21.0% | 3% | |
| Prepare, transcribe, or analyze seismic, gravimetric, well log, or other geophysical or survey data. | 92Estimated | 86.0% | 3% | |
| Participate in the evaluation of possible geothermal energy plant locations. | 60Estimated | 51.0% | 2% | |
| Inspect engines for wear or defective parts, using equipment or measuring devices. | 15Estimated | 15.0% | 2% | |
| Test and analyze samples from potential underground carbon sequestration sites. | 50Estimated | 47.0% | 2% | |
| Collaborate with hydrogeologists to evaluate groundwater or well circulation. | 25Estimated | 25.0% | 2% |
Protective Factors
Total protective discount: 26.6%
Essential Soft Skills
Traits that are hard for AI to replicate
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Geological Sample Test Technicians professionals should diversify beyond them.
- Information Ordering
High reliance on Information Ordering 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.
- Mathematics
High reliance on Mathematics 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.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness 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.
- Monitoring
Monitoring 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.
- Active Learning
Active Learning 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.
Score History
Risk score over 2 scoring runs
overall change