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Automation Risk Analysis

Will “Accredited Farm Manager (AFM)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Accredited Farm Manager (AFM)” 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%

“Accredited Farm Manager (AFM)” 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

  • Analyze market conditions to determine acreage allocations.

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

  • Evaluate marketing or sales alternatives for products.

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles