Farm and Home Management Advisors
Advise, instruct, and assist individuals and families engaged in agriculture, agricultural-related processes, or home economics activities. Demonstrate procedures and apply research findings to solve problems; and instruct and train in product development, sales, and the use of machinery and equipment to promote general welfare. Includes county agricultural agents, feed and farm management advisors, home economists, and extension service advisors.
AI Impact Summary
Farm and Home Management Advisors faces moderate AI displacement risk with a score of 29/100. This occupation has higher AI displacement risk than 33% of all analyzed occupations. Of 15 analyzed tasks, 1 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 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.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics 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.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation 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.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Farm and Home Management Advisors 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
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
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
15 tasks analyzed
Collect and evaluate data to determine community program needs.
Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.
Conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques.
Research information requested by farmers.
Collaborate with producers to diagnose and prevent management and production problems.
Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning.
Conduct field demonstrations of new products, techniques, or services.
Organize, advise, and participate in community activities and organizations such as county and state fair events and 4-H Clubs.
Act as an advocate for farmers or farmers' groups.
Collaborate with social service and health care professionals to advise individuals and families on home management practices such as budget planning, meal preparation, and time management.
Conduct agricultural research, analyze data, and prepare research reports.
Schedule and make regular visits to farmers.
Maintain records of services provided and the effects of advice given.
Provide direct assistance to farmers by performing activities such as purchasing or selling products and supplies, supervising properties, and collecting soil and herbage samples for testing.
Set and monitor production targets.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Collect and evaluate data to determine community program needs. | 55Estimated | 49.0% | 8% | |
| Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes. | 59.45Observed | 73.0% | 5% | |
| Conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques. | 63.4Observed | 40.4% | 10% | |
| Research information requested by farmers. | 52.2Observed | 47.9% | 8% | |
| Collaborate with producers to diagnose and prevent management and production problems. | 50Estimated | 47.0% | 10% | |
| Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning. | 60.77Observed | 39.3% | 12% | |
| Conduct field demonstrations of new products, techniques, or services. | 10Estimated | 19.0% | 8% | |
| Organize, advise, and participate in community activities and organizations such as county and state fair events and 4-H Clubs. | 10Estimated | 19.0% | 6% | |
| Act as an advocate for farmers or farmers' groups. | 15Estimated | 21.0% | 4% | |
| Collaborate with social service and health care professionals to advise individuals and families on home management practices such as budget planning, meal preparation, and time management. | 62.1Observed | 39.8% | 5% | |
| Conduct agricultural research, analyze data, and prepare research reports. | 65Estimated | 53.0% | 8% | |
| Schedule and make regular visits to farmers. | 50Estimated | 69.2% | 5% | |
| Maintain records of services provided and the effects of advice given. | 44.6Observed | 67.0% | 5% | |
| Provide direct assistance to farmers by performing activities such as purchasing or selling products and supplies, supervising properties, and collecting soil and herbage samples for testing. | 62.5Observed | 34.0% | 3% | |
| Set and monitor production targets. | 60Estimated | 51.0% | 3% |
Protective Factors
Total protective discount: 34.3%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$58,120
per year
Mean Wage
$60,470
per year
Employment
10K
workers
Wage Range
$36,780 - $85,230
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Farm and Home Management Advisors professionals should diversify beyond them.
- 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
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics 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.
- Instructing
Instructing 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.
- Service Orientation
Service Orientation 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.
- 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.
- Active Learning
Active Learning 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.
- Critical Thinking
Critical Thinking 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