Farm and Ranch Managers
SOC: 11-9013.02 · Job Zone 4 (Considerable preparation)
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 35/100. Significant displacement is estimated between 2041 and 2051. Of 27 analyzed tasks, 3 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Protective Factors
Total protective discount: 26.4%
Skill 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 (7)
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving 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.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (5)
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.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion 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.
- Negotiation
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness 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.
- 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.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Task Breakdown
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.
Buy or sell futures contracts or price farm products in advance of future sales to minimize risk or maximize profits.
Plan and direct development or production of hardier or higher-yield hybrid plant varieties.
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 | Category | AI Capability | Risk Score | Time % |
|---|---|---|---|---|
| Operate or oversee the operations of dairy farms that produce bulk milk. | Non-Routine Analytical | 45 | 45.0 | 3% |
| Inspect orchards or fields to determine crop maturity or condition or to detect disease or insect infestation. | Non-Routine Analytical | 70 | 55.0 | 4% |
| Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting. | Non-Routine Analytical | 50 | 47.0 | 6% |
| Monitor activities such as irrigation, chemical application, harvesting, milking, breeding, or grading to ensure adherence to safety regulations or standards. | Routine Cognitive | 80 | 81.2 | 6% |
| Plan crop activities based on factors such as crop maturity or weather conditions. | Non-Routine Analytical | 70 | 55.0 | 5% |
| Maintain financial, operational, production, or employment records for farms or ranches. | Routine Cognitive | 85 | 83.2 | 5% |
| Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement. | Non-Routine Analytical | 60 | 51.0 | 4% |
| Obtain financing necessary for purchases of machinery, land, supplies, or livestock. | Non-Routine Interpersonal | 30 | 27.0 | 3% |
| Inspect farm or ranch equipment to ensure proper functioning. | Non-Routine Manual | 20 | 17.0 | 4% |
| Buy or sell futures contracts or price farm products in advance of future sales to minimize risk or maximize profits. | Non-Routine Analytical | 70 | 55.0 | 2% |
| Plan and direct development or production of hardier or higher-yield hybrid plant varieties. | Non-Routine Analytical | 70 | 55.0 | 2% |
| Monitor pasture or grazing land use to ensure that livestock are properly fed or that conservation methods, such as rotational grazing, are used. | Non-Routine Analytical | 65 | 53.0 | 3% |
| Monitor and adjust irrigation systems to distribute water according to crop needs and to avoid wasting water. | Non-Routine Manual | 30 | 21.0 | 3% |
| Negotiate with buyers for the sale, storage, or shipment of crops or livestock. | Non-Routine Interpersonal | 25 | 25.0 | 4% |
| Analyze soil to determine types or quantities of fertilizer required for maximum crop production. | Non-Routine Analytical | 70 | 55.0 | 3% |
| Evaluate marketing or sales alternatives for farm or ranch products. | Non-Routine Analytical | 65 | 53.0 | 4% |
| Direct livestock or crop waste recycling operations. | Non-Routine Analytical | 50 | 47.0 | 2% |
| Prepare budgets or financial reports for farm or ranch operations. | Routine Cognitive | 85 | 83.2 | 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. | Non-Routine Analytical | 70 | 55.0 | 5% |
| Demonstrate or explain working techniques, practices, or safety regulations to farm or ranch workers. | Non-Routine Interpersonal | 25 | 25.0 | 4% |
| Hire, train, or supervise workers engaged in planting, cultivating, irrigating, harvesting, or marketing crops, or in raising livestock. | Non-Routine Interpersonal | 25 | 25.0 | 6% |
| Analyze market conditions to determine acreage allocations. | Non-Routine Analytical | 70 | 55.0 | 3% |
| Select or purchase machinery, equipment, livestock, or supplies, such as seed, feed, fertilizer, or chemicals. | Non-Routine Analytical | 60 | 51.0 | 5% |
| Inspect farm or ranch structures, such as buildings, fences, or roads, ordering repair or maintenance activities, as needed. | Non-Routine Manual | 30 | 21.0 | 4% |
| Replace chemical insecticides with environmentally friendly practices, such as adding pest-repelling plants to fields. | Non-Routine Analytical | 60 | 51.0 | 2% |
| Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads. | Non-Routine Interpersonal | 20 | 23.0 | 2% |
| Change processes such as drying, grading, storing, or shipping to improve efficiency or profitability. | Non-Routine Analytical | 65 | 53.0 | 2% |
Community Assessment
Do you agree with this risk score?
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.