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Automation Risk Analysis

Will “Horticultural Farm Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Horticultural Farm 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%

“Horticultural Farm 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 or supervise stock examinations to identify diseases or parasites.

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

  • Analyze market conditions to determine acreage allocations.

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

  • Evaluate marketing or sales alternatives for products.

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles