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Automation Risk Analysis

Will “Agriculture Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Agriculture 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%

“Agriculture 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

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

  • 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.

  • 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.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Prepare reports required by state and federal laws.

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

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

  • 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.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Hire, supervise, and train support workers.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles