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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

  • 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.

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles