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Automation Risk Analysis

Will “Agricultural Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Agricultural 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%

“Agricultural 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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

  • Prepare reports required by state and federal laws.

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles