AI Career Graph
← AI Career Graph

Dairy Cattle Farm Worker

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)
21 / 100

More exposed than about 21% 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: 5.6/10 Workforce: 7,800 Occupation code: 842313 (ANZSCO) Restricted migration (employer-sponsored / DAMA only)

Ratings · Overall 5.6/10

IncomeDemandProspectsPR FriendlyAI RiskCompetitionIntensityLearningDurationCertificationPR Difficulty

Salary

ExperienceAnnual (AUD)
薪资中位数$60,000 ~ $60,000薪资中位数(估算:基于各经验档区间中值)
Entry level (0–2 years)$45,000 ~ $55,000Hourly rate approx. 23-28 AUD
Intermediate (2-5 years)$55,000 ~ $65,000Including overtime and weekend allowances.
Senior/Supervisor (5+ years)$65,000 ~ $80,000Farm Supervisor or Senior Milker
平均薪资$55,536 ~ $55,536全体雇员周均总现金×52 年化(来源:ABS EEH May 2025,ANZSCO 大类)

Education Path

StageDurationCost (AUD)
High school diplomaNo formal education required$0~$0
Short-term Training Certificate2 weeks - 2 months$500~$2,000

Qualifications

QualificationIssuer
No mandatory registration.NoneOptional
Tractor/vehicle operation certificateState transport departmentsOptional

Migration (to Australia)

⚠ This occupation is not on the independent skilled migration lists (189/190/491), so standard points-tested migration is not available; however migration is possible via employer sponsorship (482/494), Designated Area Migration Agreements (DAMA) or labour agreements — pathways and places are limited. Refer to the latest Department of Home Affairs rules and the CSOL.

VisaDetails
482 Temporary Skill ShortageEmployer-sponsored temporary work visa, applicable for DAMA or remote area employers
494 Skilled Employer Sponsored RegionalRegional employer-sponsored provisional visa, later can apply for 191 permanent residency.
403 Temporary Work (International Relations)Seasonal worker program, not a skilled migration pathway

Who it fits

✓ Fits
  • Able to accept physical labor and outdoor work
  • Enjoys animals and agricultural environments
  • Willing to live in remote areas
✗ Not for
  • Unable to adapt to early rising and physical work
  • Seeking high salary or rapid promotion

Career outlook

Can progress from general worker to senior milker, herd management assistant, or gain experience to become farm supervisor. Some may transfer to management roles in remote areas.

Australia's dairy industry is stable, but increasing mechanization leads to slowly declining demand for low-skilled workers. Seasonal demand remains in remote areas.

Growth areas:
AgricultureRural WorkforceSeasonal WorkDairy Industry

FAQ

What is the salary of a dairy farm worker?
Junior annual salary approx. AUD 45,000-55,000, senior supervisor up to AUD 65,000-80,000, usually includes accommodation allowance.
Can dairy cattle workers migrate to Australia?
Skilled migration pathways are very limited, mainly through DAMA or regional employer sponsorship (subclass 494), requiring employer sponsorship and meeting the labour market test.

Data sources

Salary ranges are estimates aggregated from public listings on Seek, Indeed, Glassdoor and ERI SalaryExpert; employment and demand forecasts cite Jobs and Skills Australia (JSA) and the Australian Bureau of Statistics (ABS); visa and migration details follow the latest occupation lists from the Department of Home Affairs and the relevant assessing authorities. 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 Dairy Cattle Farm Worker to be replaced by AI?
0 votes
If you worked as Dairy Cattle Farm Worker, would you consider switching careers?
0 votes