AI Career Graph
← AI Career Graph

Mixed Production Farmer (Other) Mixed Production Farmers nec

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

Mixed

AI will deeply reshape farm managers' daily work: repetitive tasks like data monitoring and report generation are automated, but complex decision-making, personnel management, and emergency handling rely more on human experience. Entry-level roles narrow, but senior managers can leverage AI to manage larger farms, increasing their value.

AI Exposure Index (AIOE)
37 / 100

More exposed than about 37% of occupations (percentile; higher = more exposed to AI)

🤖 AI already replacing this job (tools / products / research / news)
  • John Deere Operations Center Platform Partial 2017

    Replaces some field inspections, crop monitoring, equipment scheduling, and basic data analysis tasks of farm managers, making management decisions more precise and efficient.

  • Cainthus Product Partial 2017

    Replaces farm managers' continuous health monitoring, behavior analysis, and individual identification of livestock on pastures, especially suitable for large farms.

  • Harvest CROO Robotics Product Partial 2020

    Replaces farm managers' manual management and labor scheduling in fruit picking, particularly addressing seasonal labor shortages.

  • Climate FieldView Platform Partial 2015

    Replaces farm managers in some planting planning, farming decisions, data recording, and analysis, enabling precision agriculture.

  • FarmBot Product Partial 2016

    Replaces farm managers' daily repetitive labor in small farms or greenhouses, such as seeding, irrigation, and weeding, reducing human intervention.

  • Largely replaces farm managers' manual operations, scheduling, and health monitoring during milking, making milking fully automated.

⚠ Tasks AI will take over or replace
  • Automated collection and report generation of crop growth data
  • Irrigation and fertilisation scheduling based on sensors and satellite imagery
  • Basic financial records and inventory management
  • Path planning for automated farm machinery (e.g., autonomous tractors)
  • Automatic tracking and alerts for weather forecasts and market prices
↑ Tasks AI will augment
  • Use AI to analyse soil, meteorological, and historical data to optimise crop rotation and planting decisions
  • Using drones and computer vision to quickly detect pests and diseases and apply precise treatments
  • Financial forecasting for farm expansion or transition using AI simulation tools
  • Using intelligent scheduling systems to optimize labor, equipment, and transportation arrangements
  • Automatically generate compliance reports and subsidy applications through natural language processing.
🛡 Human moat
  • Dynamic response capabilities for handling sudden natural disasters (e.g., drought, floods, fires)
  • Managing interpersonal relationships in coordinating cross-cultural temporary labor (e.g., backpackers, migrants)
  • Subtle judgments based on local experience and intuition (e.g., irrigation timing adjustments)
  • Build long-term trust with supply chain partners
  • On-site oversight of animal welfare and ethical standards
Skills to build (next 5 years)
  • Data analysis and visualization (Python/R, Power BI)
  • Drone operation and image interpretation
  • Precision agriculture software (e.g., Climate FieldView)
  • Basic programming (automation scripts, API integration)
  • Project management and digital transformation management
  • Agricultural economics and risk assessment
Entry-level outlook

Automated irrigation, drone patrols, smart machinery reduce entry-level data recording and field inspection roles; newcomers need faster tech learning, traditional apprenticeship path is compressed. But many physical jobs (e.g., orchard picking) remain unaffected by AI.

🚀 How to level up in the AI era

Junior managers should quickly master precision agriculture tools, upgrading from data entry to 'tech farmer.' Future path: start with IoT and drones, then deepen data analysis, ultimately transitioning to regional agricultural technology consultant or digital operations manager of large farms. Use AI to expand management scale rather than fight automation.

Local data by country

Overall: 7.2/10 Workforce: 8,200 Occupation code: 121799 (ANZSCO) Skilled migration occupation

Ratings · Overall 7.2/10

IncomeDemandProspectsPR FriendlyAI RiskCompetitionIntensityLearningDurationCertificationPR Difficulty

Salary

ExperienceAnnual (AUD)
薪资中位数$82,500 ~ $82,500薪资中位数(估算:基于各经验档区间中值)
Entry level (0–3 years)$55,000 ~ $70,000Farm assistant or junior manager
Mid-level (3–7 years)$70,000 ~ $95,000Farm manager or production supervisor
Senior (7+ years)$95,000 ~ $130,000Senior farm manager or farm owner
平均薪资$145,652 ~ $145,652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)
Bachelor of Agriculture3-4 years$24,000~$80,000
Diploma in Agriculture1-2 years$12,000~$25,000

Qualifications

QualificationIssuer
ANZSCO skills assessmentVetAssessRequired
Bachelor of AgricultureAustralian universitiesOptional
Certificate in crop farming/animal husbandry managementTAFE or industry bodyOptional

Migration (to Australia)

VisaDetails
189 Skilled Independent VisaSkilled Independent visa, requires MLTSSL occupation list, through skills assessment and EOI invitation. Permanent residency possible.
482 Temporary Skill Shortage VisaTemporary Skill Shortage visa, employer-sponsored, requires occupation on MLTSSL or SROL. Eligible for 186 after 3 years of work.
491 Skilled Work Regional VisaRegional skilled work visa, requires state sponsorship, live and work in a specified regional area, then can apply for 191 permanent residence.

Who it fits

✓ Fits
  • Love outdoor work, adaptable to remote areas and physical labor
  • Have a business mindset, willing to learn finance, marketing, project management
  • Seeking permanent residency and willing to work in regional areas
✗ Not for
  • Those who dislike irregular work and climate uncertainty
  • Cannot tolerate the loneliness of farm work

Career outlook

A common path starts as a farm worker or assistant, gains experience, then advances to farm manager or partner, eventually possibly owning or leasing a farm. Other directions include agricultural consulting, agri-finance, and agri-processing. Management skills can be enhanced through agricultural degrees or short courses, and industry organizations provide resources.

Australian agriculture continues to benefit from population growth and export demand, especially for beef, grain, wool and other agricultural products. Climate change and drought challenges are driving farms to transition to sustainable and diversified operations, such as regenerative agriculture and carbon farming. Technology applications (precision agriculture, drones) improve efficiency, but labor shortages still constrain development. Steady employment growth is expected over the next 5 years.

Growth areas:
Precision AgricultureRegenerative FarmingDrought ResilienceExport Demand

FAQ

What is the average salary of mixed crop and livestock farmers in Australia?
Junior approx. AUD 55,000-70,000, intermediate 70,000-95,000, senior up to AUD 130,000. Income varies by farm size, product type, and market prices; farm owners have more volatile income.
How to migrate to Australia through the mixed crop farmer occupation?
This occupation is on the MLTSSL and CSOL, eligible for immigration through Subclass 189 Skilled Independent, 190 State Nominated, 491 Regional Skilled, or 482 Employer Sponsored. Requires a VetAssess skills assessment, typically with relevant qualifications and work experience.

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 Mixed Production Farmer (Other) to be replaced by AI?
0 votes
If you worked as Mixed Production Farmer (Other), would you consider switching careers?
0 votes