AITakeover Tracker
43%medium risk

Buyers and Purchasing Agents, Farm Products

SOC: 13-1021.00 · Job Zone 4 (Considerable preparation)

Purchase farm products either for further processing or resale. Includes tree farm contractors, grain brokers and market operators, grain buyers, and tobacco buyers.

MediumEst. full displacement: 20382046high confidence
Raw task score: 57.0Protective discount: 24.4%12 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Buyers and Purchasing Agents, Farm Products faces moderate AI displacement risk with a score of 43/100. Significant displacement is estimated between 2038 and 2046. Of 12 analyzed tasks, 5 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: 24.4%

Skill Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics 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.

Information Ordering5%

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

Mathematics10%

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

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 (7)

Persuasion80%

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

Negotiation85%

Negotiation 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.

Coordination70%

Coordination 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.

Manual Dexterity80%

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

AI-Augmented Skills (5)

Critical ThinkingJudgment and Decision MakingActive LearningWritingSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Buyers and Purchasing Agents, Farm Products professionals should diversify beyond them.

  • Mathematics

    High reliance on Mathematics 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.

  • Information Ordering

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

  • Mathematics

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

  • 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.

  • Persuasion

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

  • Negotiation

    Negotiation 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.

  • Coordination

    Coordination 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.

  • 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.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

12 tasks analyzed

Purchase, for further processing or for resale, farm products, such as milk, grains, or Christmas trees.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 15%

Arrange for processing or resale of purchased products.

Routine CognitiveAI: 85Risk: 83.2Time: 10%

Negotiate contracts with farmers for the production or purchase of farm products.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 15%

Arrange for transportation or storage of purchased products.

Routine CognitiveAI: 90Risk: 85.2Time: 10%

Maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary.

Routine CognitiveAI: 90Risk: 85.2Time: 10%

Review orders to determine product types and quantities required to meet demand.

Routine CognitiveAI: 90Risk: 85.2Time: 10%

Examine or test crops or products to estimate their value, determine their grade, or locate any evidence of disease or insect damage.

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 10%

Coordinate or direct activities of workers engaged in cutting, transporting, storing, or milling products and maintaining records.

Non-Routine InterpersonalAI: 5Risk: 17.0Time: 5%

Sell supplies, such as seed, feed, fertilizers, or insecticides, arranging for loans or financing as necessary.

Non-Routine InterpersonalAI: 25Risk: 25.0Time: 5%

Advise farm groups or growers on land preparation or livestock care techniques that will maximize the quantity and quality of production.

Non-Routine InterpersonalAI: 25Risk: 25.0Time: 4%

Calculate applicable government grain quotas.

Routine CognitiveAI: 90Risk: 85.2Time: 3%

Estimate land production possibilities, surveying property and studying factors such as crop rotation history, soil fertility, or irrigation facilities.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 3%

Community Assessment

Do you agree with this risk score?

Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.