AITakeover Tracker
31%medium risk

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.

Green Enhanced SkillsHigher risk than 47% of occupations

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)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringSystems AnalysisActive LearningWritingTechnology Design

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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.3pt risk+$5K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$5K/yr salary

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

Less than High School1%
High School Diploma30%
Some College27%
Post-Secondary Certificate3%
Associate's Degree2%
Bachelor's Degree38%

Prior Experience Needed

Work experience required to enter this job

None19%
3-6 months9%
6 months - 1 year2%
1-2 years8%
2-4 years24%
4-6 years1%
6-8 years18%
Over 10 years19%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month26%
1-3 months2%
6 months - 1 year17%
1-2 years54%
6-8 years1%

How AI Impacts Each Task

27 tasks analyzed

Operate or oversee the operations of dairy farms that produce bulk milk.

Risk: 39.0%AI: 30EstimatedTime: 4%

Inspect orchards or fields to determine crop maturity or condition or to detect disease or insect infestation.

Risk: 57.0%AI: 75EstimatedTime: 6%

Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting.

Risk: 40.4%AI: 63.58ObservedTime: 6%

Monitor activities such as irrigation, chemical application, harvesting, milking, breeding, or grading to ensure adherence to safety regulations or standards.

Risk: 80.0%AI: 77EstimatedTime: 6%

Plan crop activities based on factors such as crop maturity or weather conditions.

Risk: 50.6%AI: 59.03ObservedTime: 6%

Maintain financial, operational, production, or employment records for farms or ranches.

Risk: 86.0%AI: 92EstimatedTime: 4%

Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.

Risk: 49.0%AI: 55EstimatedTime: 4%

Obtain financing necessary for purchases of machinery, land, supplies, or livestock.

Risk: 27.0%AI: 30EstimatedTime: 2%

Inspect farm or ranch equipment to ensure proper functioning.

Risk: 21.0%AI: 30EstimatedTime: 3%

Plan and direct development or production of hardier or higher-yield hybrid plant varieties.

Risk: 55.0%AI: 70EstimatedTime: 2%

Buy or sell futures contracts or price farm products in advance of future sales to minimize risk or maximize profits.

Risk: 59.0%AI: 80EstimatedTime: 2%

Monitor pasture or grazing land use to ensure that livestock are properly fed or that conservation methods, such as rotational grazing, are used.

Risk: 55.0%AI: 70EstimatedTime: 3%

Monitor and adjust irrigation systems to distribute water according to crop needs and to avoid wasting water.

Risk: 35.0%AI: 65EstimatedTime: 3%

Negotiate with buyers for the sale, storage, or shipment of crops or livestock.

Risk: 23.0%AI: 20EstimatedTime: 4%

Analyze soil to determine types or quantities of fertilizer required for maximum crop production.

Risk: 59.0%AI: 80EstimatedTime: 3%

Evaluate marketing or sales alternatives for farm or ranch products.

Risk: 53.0%AI: 65EstimatedTime: 3%

Direct livestock or crop waste recycling operations.

Risk: 23.0%AI: 20EstimatedTime: 2%

Prepare budgets or financial reports for farm or ranch operations.

Risk: 86.0%AI: 92EstimatedTime: 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.

Risk: 55.0%AI: 70EstimatedTime: 5%

Demonstrate or explain working techniques, practices, or safety regulations to farm or ranch workers.

Risk: 23.0%AI: 20EstimatedTime: 4%

Hire, train, or supervise workers engaged in planting, cultivating, irrigating, harvesting, or marketing crops, or in raising livestock.

Risk: 21.0%AI: 15EstimatedTime: 6%

Analyze market conditions to determine acreage allocations.

Risk: 57.0%AI: 75EstimatedTime: 3%

Select or purchase machinery, equipment, livestock, or supplies, such as seed, feed, fertilizer, or chemicals.

Risk: 47.0%AI: 50EstimatedTime: 4%

Inspect farm or ranch structures, such as buildings, fences, or roads, ordering repair or maintenance activities, as needed.

Risk: 19.0%AI: 25EstimatedTime: 4%

Replace chemical insecticides with environmentally friendly practices, such as adding pest-repelling plants to fields.

Risk: 51.0%AI: 60EstimatedTime: 2%

Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads.

Risk: 21.0%AI: 15EstimatedTime: 3%

Change processes such as drying, grading, storing, or shipping to improve efficiency or profitability.

Risk: 53.0%AI: 65EstimatedTime: 2%

Protective Factors

Total protective discount: 32.0%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityIndependenceDependabilityInitiativeAttention to DetailInnovationPersistenceAchievement/EffortAdaptability/FlexibilityLeadershipConcern for OthersAnalytical Thinking

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

$51,700Median: $87,980$156,530
Career Planning

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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

-4.0

overall change

Checking for existing plan...