AI Career Graph
← AI Career Graph

Farm worker Farm workers

A global AI analysis is below; pick a country for local salary, licensing and migration data.

Compressed by automation

Farm workers' daily physical labor (e.g., harvesting, weeding, milking) will be largely replaced by AI and robots, with job numbers sharply declining; surviving roles will require higher technical skills.

AI Exposure Index (AIOE)
22 / 100

More exposed than about 22% of occupations (percentile; higher = more exposed to AI)

🤖 AI already replacing this job (tools / products / research / news)
  • Small Robot Company Product Major 2019

    Replaced manual sowing, weeding, and crop monitoring tasks of farm workers, reducing labor input through precise robotic systems.

  • Blue River Technology Product Partial 2017

    Partially replaces weeding and spraying tasks for farm workers, using AI to identify weeds and apply pesticides precisely, reducing manual labor.

  • Harvest CROO Robotics Product Major 2020

    Largely replaced manual strawberry picking by farm workers, improving efficiency and reducing labor costs.

  • FarmBot Product Partial 2016

    Partially replaces farm workers' planting, watering, and weeding tasks, reducing manual intervention through automated systems.

  • John Deere Autonomous Tractor Product Major 2022

    Significantly replaces mechanical operation tasks for farm workers, such as driving tractors for plowing, seeding, and harvesting.

  • BovControl Platform Partial 2018

    Partially replaces daily monitoring and health checks of livestock by farm workers, using AI analysis to reduce manual inspection.

⚠ Tasks AI will take over or replace
  • Harvesting crops using automatic harvesters
  • Use smart monitoring systems to identify pests and diseases and automatically apply pesticides
  • Manage livestock using robotic milking and feeding systems
  • GPS-guided unmanned tractors for farming
  • AI yield prediction software replaces manual planting planning
↑ Tasks AI will augment
  • AI-assisted decisions: optimize planting density, irrigation timing, and nutrient allocation
  • UAV inspection: rapid detection of crop growth conditions and abnormal areas
  • Smart sensors: real-time monitoring of soil moisture and nutrients with automatic adjustment
  • Digital traceability: blockchain records full-chain data of crops from sowing to sale
  • Machine Learning Analysis: Predicting Market Supply and Demand to Guide Crop Rotation and Variety Selection
🛡 Human moat
  • Ability to respond to emergencies (e.g., storms, pandemics)
  • Intuitive judgment in animal welfare and health management
  • Fine manipulation in complex unstructured environments (e.g., manual grafting)
  • Local knowledge of long-term ecological maintenance of land
  • Flexibility of manual harvesting for high-value crops (e.g., organic strawberries)
Skills to build (next 5 years)
  • Smart agricultural machinery operation and maintenance
  • Agricultural data analysis and sensor technology
  • Drone piloting and image interpretation
  • Basic programming and use of automation tools.
  • Precision agriculture system management
  • Sustainable agriculture practices and biodiversity knowledge
Entry-level outlook

Entry-level positions (e.g., junior picker) have sharply decreased demand, entry barriers have risen, and future skills in smart farming machinery operation and data monitoring are needed to enter the industry.

🚀 How to level up in the AI era

Upward transition to precision agriculture technician (operating AI machinery, maintaining sensor networks) or farm technology manager (integrated data decision-making). Also possible to move to adjacent occupations such as Agriculture and Horticulture Manager (1211) or Facilities Manager (5114), leveraging understanding of agricultural processes combined with management skills.

Local data by country

Overall: 6.6/10 Workforce: 250,000 Occupation code: 9111 (SOC) Skilled migration occupation

Ratings · Overall 6.6/10

IncomeDemandProspectsPR FriendlyAI RiskCompetitionIntensityLearningDurationCertificationPR Difficulty

Salary

ExperienceAnnual (GBP)
薪资中位数£30,101 ~ £30,101全职年薪 gross 中位数(来源:ONS ASHE 2025,SOC 4位)
Entry level (0–3 years)£18,000 ~ £22,000Calculated at the national minimum wage
Mid-level (3–5 years)£22,000 ~ £26,000Including skill bonus
Senior (5+ years)£26,000 ~ £30,000Supervisor or manager level
平均薪资£31,902 ~ £31,902全职年薪 gross 均值(来源:ONS ASHE 2025,SOC 4位)

Education Path

StageDurationCost (GBP)
No education requirement0 years£0~£0
Secondary Education2 years£0~£0
Vocational training1 year£1,000~£3,000

Qualifications

QualificationIssuer
Pesticide use certificateNPTCRequired
Tractor driving certificateCity & GuildsOptional
First aid certificateRed CrossOptional

Migration (to United Kingdom)

VisaDetails
Skilled Worker Skilled Worker visaApplicable to farm workers with employer sponsorship, must meet general salary threshold
Seasonal Worker Seasonal Worker visaShort-term seasonal farm work, up to 6 months
Graduate Graduate visaGraduates can work in the UK for 2 years, in any industry.

Who it fits

✓ Fits
  • Able to adapt to outdoor physical labor
  • Interested in agriculture and willing to learn machinery operation
  • Accepts seasonal work patterns
✗ Not for
  • Preference for office or stable environment
  • Unable to endure high-intensity physical labor

Career outlook

Junior farm workers can advance to senior workers, supervisors, or even farm managers. Some workers transition to agricultural machinery operation or livestock technology roles through training.

UK agriculture has an aging workforce and a shortage of young labor; demand is expected to remain stable over the next decade. Seasonal labor demand is high, but immigration policies may tighten labor supply.

Growth areas:
Seasonal labourAutomationOrganic farmingBrexit impact

FAQ

What are the salary levels for farm workers?
Junior: approximately £18,000–22,000; mid-level: £22,000–26,000; senior: up to £30,000.
How can farm workers immigrate to the UK?
Short-term work possible through Skilled Worker visa (requiring employer sponsorship) or Seasonal Worker visa, but permanent residency is more difficult.
Are farm workers on the UK's shortage occupation list?
Yes, there is a persistent shortage of agricultural labor, especially seasonal roles, but wages are relatively low.

Data sources

Salary ranges are estimates aggregated from public listings on Indeed, Glassdoor, Reed and ONS ASHE (Annual Survey of Hours and Earnings); employment and demand outlook cite the Office for National Statistics (ONS) and HMRC PAYE data; visa and migration details follow the latest UK Visas and Immigration (UKVI) Skilled Worker, Global Talent, Health and Care, and Immigration Salary List rules. Figures are indicative only — always refer to the latest official sources.

What the community thinks

Tap an option to vote (change anytime)

How likely is Farm worker to be replaced by AI?
0 votes
If you worked as Farm worker, would you consider switching careers?
0 votes