Mostly Resilient
Last Update: 10/7/2026
AI Resilience Score for Farming Supervisors:
61.2%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
AI Resilience Report forFirst-Line Supervisors of Farming, Fishing, and Forestry Workers
$59,320 median salary•7,200 annual openings•SOC Code: 45-1011.00
First-Line Supervisors of Farming, Fishing, and Forestry Workers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
This career earns a "Mostly Resilient" label because the heart of the work, which includes training crews, operating equipment in unpredictable outdoor conditions, and making real-time judgment calls about animals, crops, and forests, is genuinely hard for AI to replicate. Where AI is making the biggest moves is in the more routine, desk-based tasks like managing records, scheduling, and analyzing sensor data, so expect those parts of the job to shrink or get much easier over time.
Learn more about how you can thrive in this position
This role is mostly resilient
This career earns a "Mostly Resilient" label because the heart of the work, which includes training crews, operating equipment in unpredictable outdoor conditions, and making real-time judgment calls about animals, crops, and forests, is genuinely hard for AI to replicate. Where AI is making the biggest moves is in the more routine, desk-based tasks like managing records, scheduling, and analyzing sensor data, so expect those parts of the job to shrink or get much easier over time.
Read full analysisAnalysis of current AI resilience
Farming Supervisors
Updated quarterly
How can Farming Supervisors prepare for AI?
Latest AI news for Farming Supervisors
These articles highlight the evolving role of First-Line Supervisors in Farming, Fishing, and Forestry due to AI. For instance, monitoring technologies and predictive analytics will enhance resource management, making supervisors more effective rather than redundant. While concerns about job displacement exist, the articles emphasize that AI is more likely to augment rather than replace these roles, fostering resilience in this career path. As technology advances, those in this field can adapt and thrive by embracing these tools to improve productivity and decision-making.
Will AI Replace First-Line Supervisors of Farming, Fishing ...
replaceabilityindex.com • 9/20/2026
May 29, 2026 — First-Line Supervisors of Farming, Fishing, and Forestry Workers is in the shielded tier. AI augments the work; replacement risk is structurally ... Read more
First-Line Supervisors of Farming, Fishing, and Forestry Workers: AI ...
www.willaitakemyjob.app • 9/20/2026
Baseline AI displacement risk for First-Line Supervisors of Farming, Fishing, and Forestry Workers, aggregated from 5 research sources. What this score means.
Up to 30% of Forestry Jobs Could Be Affected by AI and ...
www.reddit.com • 9/20/2026
Up to 30% of Forestry Jobs Could Be Affected by AI and Automation ... Global forest managers must work with governments and academic institutions ... Read more
First-Line Supervisors of Farming, Fishing, and Forestry Workers | AI ...
aiworkforcereport.com • 9/20/2026
AI Impact Explanation: AI will significantly transform this role through advanced monitoring technologies, predictive analytics for crop/resource management, ...
Growth trends for selected occupations considered at risk from automation
www.bls.gov • 7/13/2022
Breakthroughs in artificial intelligence (AI) and robotics have led to substantial concern that large-scale job losses are imminent.
More Career Info
Career: First-Line Supervisors of Farming, Fishing, and Forestry Workers
They oversee workers in farming, fishing, and forestry, making sure tasks are done safely and efficiently while managing schedules and equipment.
Parent Careers
Employment & Wage Data
Median Wage
$59,320
Jobs (2025)
57,600
Growth (2025-35)
+3.8%
Annual Openings
7,200
Education
High school diploma or equivalent
Experience
Less than 5 years
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Treat animal illnesses or injuries, following experience or instructions of veterinarians.
2
Drive or operate farm machinery, such as trucks, tractors, or self-propelled harvesters, to transport workers or supplies or to cultivate or harvest fields.
3
Train workers in spawning, rearing, cultivating, and harvesting methods, and in the use of equipment.
4
Train workers in tree felling or bucking, operation of tractors or loading machines, yarding or loading techniques, or safety regulations.
5
Direct or assist with the adjustment or repair of equipment or machinery.
6
Train workers in techniques such as planting, harvesting, weeding, or insect identification and in the use of safety measures.
7
Assign tasks such as feeding and treatment of animals, and cleaning and maintenance of animal quarters.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
