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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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

Technologies & Software

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

Alternative Job Titles