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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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Prepare reports required by state and federal laws.

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

Technologies & Software

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

Alternative Job Titles