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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

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

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

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

  • 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.

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

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

  • 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.

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

  • Hire, supervise, and train support workers.

  • 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.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles