AI Career Graph
← AI Career Graph

Beef cattle farm worker Beef Cattle Farm Worker

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

Mixed

The daily physical work of beef cattle farm workers is unlikely to be fully replaced by AI in the short term, but data monitoring, record-keeping, and simple veterinary consultations that can be automated remotely will gradually be taken over by AI, evolving the role into a technology-assisted hybrid position.

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)
  • HerdDogg Platform Partial 2016

    Replaces routine health observation and heat detection of cattle by workers, reducing manual patrol frequency through automated data collection and alerts.

  • Cainthus Product Partial 2017

    Replaces repetitive observation tasks such as individual animal identification, feeding records, and abnormal behavior checks for cattle, improving monitoring accuracy.

  • SmaXtec Product Partial 2011

    Replaces manual measurement and recording of key physiological indicators such as body temperature and rumen health, enabling remote automatic health monitoring.

  • The Yield Platform Partial 2016

    Replacing experience-based grazing area planning with data-driven recommendations to improve pasture utilization and reduce manual inspection workload.

  • CattleEye Product Partial 2021

    Replaced workers' manual visual inspection of cattle body condition scoring and early disease detection, enabling contactless automatic monitoring.

⚠ Tasks AI will take over or replace
  • Individual cattle identification and weight gain data recording (electronic ear tags + AI automatic scale)
  • Detection of anomalies in farm fences and infrastructure (drone + computer vision patrol)
  • Basic Veterinary Consultation and Preliminary Disease Diagnosis (AI-Assisted Diagnostic System)
  • Feed ration and supplementation calculation (based on herd growth model algorithm)
↑ Tasks AI will augment
  • Grazing route planning and rotation decisions (AI analyses pasture growth and cattle distribution)
  • Cattle estrus prediction and breeding timing optimization (sensors + behavior model)
  • Pasture environment monitoring and alerting (aggregation of IoT data such as temperature, humidity, soil)
  • Inventory management and supply chain integration (AI predicts slaughter volume, automatically links to abattoir)
  • Health management report generation (automatically summarize abnormal cattle and suggest processing priorities)
🛡 Human moat
  • On-site manual operations (fence repair, marking, vaccination, etc.)
  • Intuitive judgment and emergency handling of abnormal individual behavior in cattle
  • On-site interpersonal coordination with veterinarians, feed suppliers, markets, etc.
  • Instant decision-making on livestock ethics and animal welfare
  • Adaptive operation in complex terrain and unpredictable weather
Skills to build (next 5 years)
  • Basic data analysis (Excel/Google Sheets and simple statistics)
  • Operation and maintenance of IoT devices on pasture (electronic ear tags, sensors).
  • Basic drone operation and image interpretation
  • Use of AI-assisted veterinary diagnostic tools
  • Supply Chain and Inventory Management Software
  • Animal behavior and precision livestock farming concepts
Entry-level outlook

Entry-level roles see reduced demand for low-skilled labor due to automated recording and monitoring, but AI tools lower some task learning thresholds; overall, entry-level roles slowly shrink.

🚀 How to level up in the AI era

In the AI era, beef cattle farm workers should gradually transition to 'data-assisted livestock managers'. Short-term: learn basic IoT operations such as electronic ear tags and automatic weighing; medium-term: master farm management software and AI diagnostic tools, interpret reports and optimise grazing plans; long-term: advance to farm technology supervisor or precision farming consultant, combining field experience with data analysis to improve overall farm efficiency and sustainability.

Local data by country

Overall: 6.6/10 Workforce: 2,500 Occupation code: 842311 (ANZSCO) Not a skilled migration occupation

Ratings · Overall 6.6/10

IncomeDemandProspectsPR FriendlyAI RiskCompetitionIntensityLearningDurationCertificationPR Difficulty

Salary

ExperienceAnnual (NZD)
薪资中位数$54,080 ~ $54,080周中位收入×52 年化(来源:Stats NZ 2025,ANZSCO 1位大类)
Entry level (0–3 years)$43,000 ~ $49,000Minimum wage approx. $22.70/hour, full-time annual salary approx. $43,000
Mid-level (3–6 years)$49,000 ~ $55,000Experienced workers earn approximately $50,000-$55,000 per year
Senior (6+ years)$55,000 ~ $65,000Senior pastoral worker or supervisor can reach $65,000
平均薪资$52,000 ~ $52,000周均值×52 年化(来源:Stats NZ 2025,ANZSCO 1位大类)

Education Path

StageDurationCost (NZD)
High school diplomaN/A$0~$0
Agricultural certificate or short training6 months.$2,000~$5,000

Qualifications

QualificationIssuer
Full driver's license (at least Class 1)New Zealand Transport Agency.Required
New Zealand Certificate in Agriculture (Dairy/Beef Cattle)New Zealand Agricultural Training OrganisationOptional

Migration (to New Zealand)

Not a skilled migration occupation. Visa pathways depend on matching the specific duties to the correct ANZSCO; refer to the latest Immigration New Zealand occupation lists and rules.

Who it fits

✓ Fits
  • Someone who enjoys outdoor physical labor and is adapted to rural life
  • People passionate about agriculture and willing to take on seasonal work
✗ Not for
  • People who want to quickly obtain New Zealand residence
  • People not suitable for physical labor or poor weather adaptability

Career outlook

Beef cattle farm workers can advance to senior stockperson or farm supervisor, and gain experience to move into beef cattle management. However, promotion opportunities are limited and may require additional training or transition to skilled occupations.

New Zealand's beef cattle industry is stable, but labour is highly seasonal, with more demand in the North Island and East Coast. This occupation has low automation impact, but high immigration barriers mean roles rely more on local labour.

Growth areas:
Accredited Employer Work VisaSeasonal LabourLow-SkilledAgricultural Workforce

FAQ

How much does a beef cattle farm worker earn per year?
Entry-level worker annual salary approx. NZ$43,000-49,000; experienced workers can earn NZ$55,000-65,000.
Can beef cattle farm workers immigrate to New Zealand?
Generally no, as it is a low-skilled occupation. It can only work through an Accredited Employer Work Visa (AEWV) and cannot directly apply for skilled migration.
What visas are suitable for beef cattle farm workers?
Mainly the Accredited Employer Work Visa (AEWV) and the Seasonal Employment Scheme (RSE), both requiring employer sponsorship.

Data sources

Salary estimates on this page are compiled from publicly available ranges on Seek NZ, Trade Me Jobs, Glassdoor, PayScale, etc. Employment and demand forecasts reference Stats NZ and MBIE. Immigration information is based on Immigration New Zealand's Green List and latest skilled migration (SMC / AEWV) rules. Data is for reference only. Always refer to official sources for the most current information.

What the community thinks

Tap an option to vote (change anytime)

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