Farm and Ranch Managers
Plan, direct, or coordinate the management or operation of farms, ranches, greenhouses, aquacultural operations, nurseries, timber tracts, or other agricultural establishments. May hire, train, or supervise farm workers or contract for services to carry out the day-to-day activities of the managed operation. May engage in or supervise planting, cultivating, harvesting, financial, or marketing activities.
AI Impact Summary
Farm and Ranch Managers faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 47% of all analyzed occupations. Of 27 analyzed tasks, 3 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 Mathematics 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 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.
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.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Farm and Ranch Managers 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
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
27 tasks analyzed
Operate or oversee the operations of dairy farms that produce bulk milk.
Inspect orchards or fields to determine crop maturity or condition or to detect disease or insect infestation.
Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting.
Monitor activities such as irrigation, chemical application, harvesting, milking, breeding, or grading to ensure adherence to safety regulations or standards.
Plan crop activities based on factors such as crop maturity or weather conditions.
Maintain financial, operational, production, or employment records for farms or ranches.
Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.
Obtain financing necessary for purchases of machinery, land, supplies, or livestock.
Inspect farm or ranch equipment to ensure proper functioning.
Plan and direct development or production of hardier or higher-yield hybrid plant varieties.
Buy or sell futures contracts or price farm products in advance of future sales to minimize risk or maximize profits.
Monitor pasture or grazing land use to ensure that livestock are properly fed or that conservation methods, such as rotational grazing, are used.
Monitor and adjust irrigation systems to distribute water according to crop needs and to avoid wasting water.
Negotiate with buyers for the sale, storage, or shipment of crops or livestock.
Analyze soil to determine types or quantities of fertilizer required for maximum crop production.
Evaluate marketing or sales alternatives for farm or ranch products.
Direct livestock or crop waste recycling operations.
Prepare budgets or financial reports for farm or ranch operations.
Determine types or quantities of crops or livestock to be raised, according to factors such as market conditions, federal programs or incentives, or soil conditions.
Demonstrate or explain working techniques, practices, or safety regulations to farm or ranch workers.
Hire, train, or supervise workers engaged in planting, cultivating, irrigating, harvesting, or marketing crops, or in raising livestock.
Analyze market conditions to determine acreage allocations.
Select or purchase machinery, equipment, livestock, or supplies, such as seed, feed, fertilizer, or chemicals.
Inspect farm or ranch structures, such as buildings, fences, or roads, ordering repair or maintenance activities, as needed.
Replace chemical insecticides with environmentally friendly practices, such as adding pest-repelling plants to fields.
Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads.
Change processes such as drying, grading, storing, or shipping to improve efficiency or profitability.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Operate or oversee the operations of dairy farms that produce bulk milk. | 30Estimated | 39.0% | 4% | |
| Inspect orchards or fields to determine crop maturity or condition or to detect disease or insect infestation. | 75Estimated | 57.0% | 6% | |
| Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting. | 63.58Observed | 40.4% | 6% | |
| Monitor activities such as irrigation, chemical application, harvesting, milking, breeding, or grading to ensure adherence to safety regulations or standards. | 77Estimated | 80.0% | 6% | |
| Plan crop activities based on factors such as crop maturity or weather conditions. | 59.03Observed | 50.6% | 6% | |
| Maintain financial, operational, production, or employment records for farms or ranches. | 92Estimated | 86.0% | 4% | |
| Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement. | 55Estimated | 49.0% | 4% | |
| Obtain financing necessary for purchases of machinery, land, supplies, or livestock. | 30Estimated | 27.0% | 2% | |
| Inspect farm or ranch equipment to ensure proper functioning. | 30Estimated | 21.0% | 3% | |
| Plan and direct development or production of hardier or higher-yield hybrid plant varieties. | 70Estimated | 55.0% | 2% | |
| Buy or sell futures contracts or price farm products in advance of future sales to minimize risk or maximize profits. | 80Estimated | 59.0% | 2% | |
| Monitor pasture or grazing land use to ensure that livestock are properly fed or that conservation methods, such as rotational grazing, are used. | 70Estimated | 55.0% | 3% | |
| Monitor and adjust irrigation systems to distribute water according to crop needs and to avoid wasting water. | 65Estimated | 35.0% | 3% | |
| Negotiate with buyers for the sale, storage, or shipment of crops or livestock. | 20Estimated | 23.0% | 4% | |
| Analyze soil to determine types or quantities of fertilizer required for maximum crop production. | 80Estimated | 59.0% | 3% | |
| Evaluate marketing or sales alternatives for farm or ranch products. | 65Estimated | 53.0% | 3% | |
| Direct livestock or crop waste recycling operations. | 20Estimated | 23.0% | 2% | |
| Prepare budgets or financial reports for farm or ranch operations. | 92Estimated | 86.0% | 4% | |
| Determine types or quantities of crops or livestock to be raised, according to factors such as market conditions, federal programs or incentives, or soil conditions. | 70Estimated | 55.0% | 5% | |
| Demonstrate or explain working techniques, practices, or safety regulations to farm or ranch workers. | 20Estimated | 23.0% | 4% | |
| Hire, train, or supervise workers engaged in planting, cultivating, irrigating, harvesting, or marketing crops, or in raising livestock. | 15Estimated | 21.0% | 6% | |
| Analyze market conditions to determine acreage allocations. | 75Estimated | 57.0% | 3% | |
| Select or purchase machinery, equipment, livestock, or supplies, such as seed, feed, fertilizer, or chemicals. | 50Estimated | 47.0% | 4% | |
| Inspect farm or ranch structures, such as buildings, fences, or roads, ordering repair or maintenance activities, as needed. | 25Estimated | 19.0% | 4% | |
| Replace chemical insecticides with environmentally friendly practices, such as adding pest-repelling plants to fields. | 60Estimated | 51.0% | 2% | |
| Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads. | 15Estimated | 21.0% | 3% | |
| Change processes such as drying, grading, storing, or shipping to improve efficiency or profitability. | 65Estimated | 53.0% | 2% |
Protective Factors
Total protective discount: 32.0%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$87,980
per year
Mean Wage
$97,240
per year
Employment
6K
workers
Wage Range
$51,700 - $156,530
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Recommendations
Skills to Develop
These skills are at risk from AI automation. Farm and Ranch Managers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics 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.
- 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.
- 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.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination 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.
- Persuasion
Persuasion 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.
- 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.
- Monitoring
Monitoring 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.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change