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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

  • 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.

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

Technologies & Software

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

Alternative Job Titles