Agricultural Technicians
Set up or maintain laboratory equipment and collect samples from crops or animals. Prepare specimens or record data to assist scientists in biology or related life science experiments.
AI Impact Summary
Agricultural Technicians faces moderate AI displacement risk with a score of 42/100. This occupation has higher AI displacement risk than 77% of all analyzed occupations. Of 26 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
6
AI-Vulnerable
7
AI-Resistant
5
AI-Augmented
AI-Vulnerable
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.
AI-Resistant
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
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
26 tasks analyzed
Record data pertaining to experimentation, research, or animal care.
Measure or weigh ingredients used in laboratory testing.
Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.
Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops.
Prepare laboratory samples for analysis, following proper protocols to ensure that they will be stored, prepared, and disposed of efficiently and effectively.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Record data pertaining to experimentation, research, or animal care. | 90 | 85.2% | 7% |
| Measure or weigh ingredients used in laboratory testing. | 35 | 47.0% | 6% |
| Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results. | 90 | 85.2% | 5% |
| Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops. | 50 | 53.0% | 5% |
| Prepare laboratory samples for analysis, following proper protocols to ensure that they will be stored, prepared, and disposed of efficiently and effectively. | 35 | 47.0% | 5% |
Protective Factors
Total protective discount: 24.5%
Essential Soft Skills
Traits that are hard for AI to replicate
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