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Automation Risk Analysis

Will “Horticulture Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Horticulture Superintendent” 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%

“Horticulture Superintendent” 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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • Hire, supervise, and train support workers.

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

  • 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.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles