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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

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

  • 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.

  • Hire, supervise, and train support workers.

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

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

  • 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.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

Technologies & Software

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

Alternative Job Titles