Takeover Tracker
vs

67 shared · 17 different

core competencies

Side-by-Side Comparison

MetricAgricultural TechniciansGeological Sample Test Technicians
Risk Score37.6%31.1%
Risk TierMedium RiskMedium Risk
Risk Percentile74th45th
Tasks at Risk (>50%)8 / 157 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Clerical
Education and Training
Getting Information
Training and Teaching Others
Performing General Physical Activities
Identifying Objects, Actions, and Events
MathematicsAI-Vulnerable
Making Decisions and Solving Problems
Thinking Creatively
Provide Consultation and Advice to Others
Updating and Using Relevant Knowledge
Repairing and Maintaining Electronic Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Agricultural Technicians

30%

total discount

Geological Sample Test Technicians

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Agricultural Technicians

8 of 15 at risk
86%Record data pertaining to experimentation, research, or animal care.
85%Record environmental data from field samples of soil, air, water, or pests to monitor the effectiveness of integrated pest management (IPM) practices.
72%Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.
59%Prepare land for cultivated crops, orchards, or vineyards by plowing, discing, leveling, or contouring.
53%Conduct insect or plant disease surveys.

Geological Sample Test Technicians

7 of 15 at risk
86%Prepare, transcribe, or analyze seismic, gravimetric, well log, or other geophysical or survey data.
85%Plot information from aerial photographs, well logs, section descriptions, or other databases.
66%Compile, log, or record testing or operational data for review and further analysis.
57%Prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis.
53%Participate in the evaluation of possible mining locations.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Agricultural Technicians20282035
Geological Sample Test Technicians20282035
20242030203520402045

Geological Sample Test Technicians has a longer runway before significant displacement, projected 0 years later than Agricultural Technicians.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Agricultural

0

Unique to Geological

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Regulatory Barriers
Social Intelligence
Creativity
Fine Manipulation
Agricultural TechniciansGeological Sample Test Technicians