Buyers and Purchasing Agents, Farm Products
Purchase farm products either for further processing or resale. Includes tree farm contractors, grain brokers and market operators, grain buyers, and tobacco buyers.
AI Impact Summary
Buyers and Purchasing Agents, Farm Products faces moderate AI displacement risk with a score of 38/100. This occupation has higher AI displacement risk than 75% of all analyzed occupations. Of 12 analyzed tasks, 4 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 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.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Negotiation 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.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Buyers and Purchasing Agents, Farm Products 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
12 tasks analyzed
Purchase, for further processing or for resale, farm products, such as milk, grains, or Christmas trees.
Arrange for processing or resale of purchased products.
Negotiate contracts with farmers for the production or purchase of farm products.
Arrange for transportation or storage of purchased products.
Maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary.
Review orders to determine product types and quantities required to meet demand.
Examine or test crops or products to estimate their value, determine their grade, or locate any evidence of disease or insect damage.
Coordinate or direct activities of workers engaged in cutting, transporting, storing, or milling products and maintaining records.
Sell supplies, such as seed, feed, fertilizers, or insecticides, arranging for loans or financing as necessary.
Advise farm groups or growers on land preparation or livestock care techniques that will maximize the quantity and quality of production.
Calculate applicable government grain quotas.
Estimate land production possibilities, surveying property and studying factors such as crop rotation history, soil fertility, or irrigation facilities.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Purchase, for further processing or for resale, farm products, such as milk, grains, or Christmas trees. | 40Estimated | 43.0% | 15% | |
| Arrange for processing or resale of purchased products. | 77Estimated | 80.0% | 10% | |
| Negotiate contracts with farmers for the production or purchase of farm products. | 20Estimated | 23.0% | 15% | |
| Arrange for transportation or storage of purchased products. | 87Estimated | 84.0% | 10% | |
| Maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary. | 45.38Observed | 67.4% | 10% | |
| Review orders to determine product types and quantities required to meet demand. | 92Estimated | 86.0% | 10% | |
| Examine or test crops or products to estimate their value, determine their grade, or locate any evidence of disease or insect damage. | 63.4Observed | 52.4% | 10% | |
| Coordinate or direct activities of workers engaged in cutting, transporting, storing, or milling products and maintaining records. | 20Estimated | 23.0% | 5% | |
| Sell supplies, such as seed, feed, fertilizers, or insecticides, arranging for loans or financing as necessary. | 30Estimated | 27.0% | 5% | |
| Advise farm groups or growers on land preparation or livestock care techniques that will maximize the quantity and quality of production. | 40Estimated | 31.0% | 4% | |
| Calculate applicable government grain quotas. | 92Estimated | 86.0% | 3% | |
| Estimate land production possibilities, surveying property and studying factors such as crop rotation history, soil fertility, or irrigation facilities. | 65Estimated | 53.0% | 3% |
Protective Factors
Total protective discount: 30.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsGeneral and Operations Managers
28%Median salary: $102,950
Higher risk than 29% of other occupations
Wholesale and Retail Buyers, Except Farm Products
29%Higher risk than 35% of other occupations
Real Estate Sales Agents
31%Median salary: $56,320
Higher risk than 45% of other occupations
Real Estate Brokers
33%Median salary: $72,280
Higher risk than 56% of other occupations
Insurance Adjusters, Examiners, and Investigators
34%Median salary: $76,790
Higher risk than 62% of other occupations
First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand
34%Higher risk than 62% of other occupations
Administrative Services Managers
36%Higher risk than 69% of other occupations
Agricultural Inspectors
41%Median salary: $50,990
Higher risk than 83% of other occupations
Customs Brokers
46%Median salary: $81,270
Higher risk than 93% of other occupations
Procurement Clerks
49%Median salary: $48,510
Higher risk than 97% of other occupations
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.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Negotiation
Negotiation 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.
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.
- Writing
Writing 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