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Automation Risk Analysis

Will “Barn and Property Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Barn and Property Manager” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Barn and Property Manager” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmers, Ranchers, and Other Agricultural Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate the management or operation of farms, ranches, greenhouses, aquacultural operations, nurseries, timber tracts, or other agricultural establishments. May hire, train, and supervise farm workers or contract for services to carry out the day-to-day activities of the managed operation. May engage in or supervise planting, cultivating, harvesting, and financial and marketing activities.

Avg. Annual Salary $97,240
Avg. Hourly Wage $46.75
Available Jobs (US) 5,910
Job Title & Hierarchy Code (SOC) Farmers, Ranchers, and Other Agricultural Managers #11-9013
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmers, Ranchers, and Other Agricultural Managers”

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Core Skills & Abilities

  • Determine types or quantities of crops, plants, or livestock to be grown and raised, based on budgets, federal incentives, market conditions, executive directives, projected sales volumes, or soil conditions.

  • Monitor environments to ensure maintenance of optimum animal or plant life.

  • Evaluate marketing or sales alternatives for products.

  • Collect and record growth, production, and environmental data.

  • Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.

  • Determine, administer, and execute policies relating to operations administration and standards, facility maintenance, and safety.

  • Monitor activities, such as irrigation, chemical application, harvesting, milking, breeding, and grading, to ensure adherence to safety regulations or standards.

  • Coordinate the selection and maintenance of brood stock.

  • Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire.

  • Position and regulate plant irrigation systems, and program environmental and irrigation control computers.

  • Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research.

  • Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks.

  • Conduct or supervise stock examinations to identify diseases or parasites.

  • Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques.

  • Provide information to customers on the care of trees, shrubs, flowers, plants, and lawns.

  • Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.

  • Maintain financial, operational, production, or employment records for farms or ranches.

  • Conduct inspections to determine crop maturity or condition or to detect disease or insect infestation.

  • Replace chemical insecticides with environmentally friendly practices, such as adding pest-repelling plants to fields.

  • Devise and participate in activities to improve fish hatching and growth rates, and to prevent disease in hatcheries.

  • Inspect facilities and equipment for signs of disrepair, and perform necessary maintenance work.

  • Analyze market conditions to determine acreage allocations.

  • Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads.

  • Analyze soil to determine types or quantities of fertilizer required for maximum crop production.

  • Prepare reports required by state and federal laws.

  • Hire, supervise, and train support workers.

  • Coordinate clerical, record-keeping, inventory, requisitioning, and marketing activities.

  • Obtain financing for and purchase necessary machinery, land, supplies, or livestock.

  • Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, and harvesting.

  • Negotiate with buyers for the sale, storage, or shipment of crops or livestock.

Technologies & Software

  • Qwen (Alibaba)
  • Atlassian Confluence
  • ChatGPT (OpenAI)
  • Napkin AI
  • AgTerra Technologies AgTrac
  • Gemini (Google)
  • AgData Blue Skies Accounting
  • Countryside Data Ag Payroll
  • Stenco Technologies Farm Trends
  • Email software
  • Adobe Photoshop
  • Microsoft Visio
  • Notion AI
  • Word processing software
  • Payroll software
  • i.Agri LandMark Farm
  • Farm Files Crops
  • Agevo Farm Manager
  • Microsoft Excel
  • Argos Software ABECAS Insight
  • AgriSoft/CMC AgriSoft/ERP
  • ZedX AgFleet
  • Datatech The Farmer's Office
  • AquaSoft Farm Manager
  • International Response Technologies CowChip - Ranch House
  • Farm Business Software Systems Smart Feeder
  • Microsoft Office software
  • SST Development Group Stratus
  • Innovative Software Solutions Picas
  • Microsoft Access
  • Vertical Solutions Easy-Farm Accounting
  • Oracle NetSuite
  • Lion Edge Technologies Ranch Manager
  • ProducePak Mobile Farm Management
  • Midwest MicroSystems Cow Sense
  • Sanders Software Consulting FarmBooks
  • Microsoft PowerPoint
  • TatukGIS Editor
  • Claude (Anthropic)
  • Specialized Data Systems Ultra Farm
  • Accutech Systems Corporation AccuFarm-MGR
  • Global positioning system GPS software
  • Ag Leader Technology SMS Advanced
  • Farm Files Livestock
  • Delta Data Systems AGIS
  • MapShots EASi Suite
  • Trimble AgGPS EZ-Map
  • Hatchery database systems
  • Grok (xAI)
  • Motion (AI Scheduler)
  • Red Wing Software CenterPoint Accounting for Agriculture
  • CattleWorks
  • CDA International Manifold System
  • Alua Software Paddock Pro
  • EZ-Ranch
  • SST Development Group SSToolbox
  • Cattlesoft CattleMax
  • Perplexity AI
  • Resource planning software
  • Gemini for Workspace
  • Geographic information system GIS systems
  • Statistical analysis software
  • Fireflies.ai
  • DeepSeek
  • Nova (Amazon)
  • Ag Connections Land.db
  • AGCO Advanced Technology Solutions Fieldstar
  • ESRI ArcPad
  • Global Mapper Software Global Mapper
  • Mistral (Mistral AI)
  • Time reporting software
  • Brihzon Solutions SMART Dairy Resource Planning
  • MapInfo
  • Sunrise Software CropSave
  • Pear Technology Fieldman Farmer
  • Geographic resources analysis support system GRASS
  • Microsoft Outlook
  • John Deere Apex Farm Management
  • Web browser software
  • Otter.ai
  • Advanced Veterinary Services Ranch Vision
  • Fish stocking databases
  • TapLogic FarmLogic
  • KELTEC Systems HerdMaster
  • Staff scheduling software
  • Kimi (Moonshot AI)
  • Llama (Meta)
  • PigCHAMP Care 3000
  • Trimble Farm Works
  • Custom Software Group CSG AgroSys
  • Facebook
  • Microsoft Word
  • Microsoft Copilot
  • SAP software
  • DIVA-GIS
  • pH probes
  • Fish traps
  • Desktop computers
  • Farm tractors
  • Field watering systems
  • Soil mixers
  • Soil thermometers
  • Mowing equipment
  • Fry nets
  • Grain dryers
  • Propane torches
  • Overhead sprinklers
  • Forklifts
  • Multipurpose tractors
  • Power monitors
  • Egg gathering equipment
  • Temperature monitors
  • Fish transfer pumps
  • Four wheel drive 4WD trucks
  • Adjustable hand wrenches
  • Mechanized tilling equipment
  • Animal blood collection syringes
  • Backhoe attachments
  • Animal feeders
  • Laptop computers
  • Belt conveyor systems
  • Soil electrical conductivity measurement devices
  • Impact sprinklers
  • Sport utility vehicles SUVs
  • Handsaws
  • Carbon dioxide systems
  • Materials conveyors
  • Bar code readers
  • Lawn mowers
  • Soil pasteurizers
  • Water test kits
  • Drainage pumps
  • Brush mowers
  • Biological filters
  • Pruning tools
  • Power mowers
  • Livestock castration equipment
  • Corn pickers
  • Phillips screwdrivers
  • Hacksaws
  • Cage nets
  • Field cultivators
  • pH indicators
  • Pipe wrenches
  • Turbine water pumps
  • Microsprinklers
  • Branding equipment
  • Handheld computers
  • Tubing cutters
  • Chipping equipment
  • Power nail guns
  • Lawn edgers
  • Fish feeders
  • Animal transportation trailers
  • Manure spreaders
  • Circular saws
  • Utility forklifts
  • Utility knives
  • Portable air compressors
  • Fertilizer injectors
  • Backhoes
  • Screen filters
  • Mulch spreaders
  • Trickle irrigators
  • Trenchers
  • Straight screwdrivers
  • Extension ladders
  • Portable power saws
  • Pneumatic pruners
  • Fish holding pens
  • Ozone generators
  • Dump trucks
  • Portable welding equipment
  • Dew point meters
  • Grease guns
  • Clockwork belt feeders
  • Tongue and groove pliers
  • Skid steer machines
  • Electric timing devices
  • Light evaluation meters
  • Drip emitters
  • Humidifiers
  • Composting equipment
  • Air compression equipment
  • Steam sterilizers
  • Fish egg sorters
  • Snow blowers
  • Centrifugal water pumps
  • Fertigation equipment
  • Aquaculture tanks
  • Adjustable widemouth pliers
  • Water level monitors
  • Multipurpose pliers
  • Transplanting equipment
  • Oil dispensing cans
  • Extended pole pruners
  • Mist control systems
  • Fumigation equipment
  • Tanker trucks
  • Seine reels
  • Fish counters
  • Global positioning system GPS receivers
  • Dip nets
  • Humidity meters
  • Gardening shovels
  • Pop-up sprinklers
  • Safety gloves
  • Handheld dissolved oxygen meters
  • Stereo light microscopes
  • Power augers
  • Milking equipment
  • Fish egg counters
  • Round metal files
  • Spray attachments
  • Portable dataloggers
  • Line cutters
  • Weedeaters
  • Fish graders
  • Tablet computers
  • Cordless power drills
  • Farm trucks
  • Hydroponic equipment
  • Grain scales
  • Grain combines
  • Poultry incubators
  • Pneumatic cutters
  • Digital flowmeters
  • Fish incubators
  • Chemical sprayers
  • Chain saws
  • Hay balers
  • Snowplow attachments
  • Garden hoes
  • Bench scales
  • Aeration pumps
  • Fish collection nets
  • Layout squares
  • Claw hammers
  • Aerosol foggers
  • Water filters
  • Security alarm systems
  • Powered trailers
  • Woodworking chisels
  • Ultraviolet light UV water disinfection systems
  • Personal computers
  • Animal vaccination syringes
  • Power nail pullers
  • Hay trucks
  • Radiant heaters
  • Hay mowing machines
  • Artificial insemination kits
  • Grain drills
  • Fish crowders
  • Gas-powered generators

Alternative Job Titles