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

  • Prepare reports required by state and federal laws.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • Hire, supervise, and train support workers.

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

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

Technologies & Software

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

Alternative Job Titles