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Automation Risk Analysis

Will “Horticulture Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Horticulture 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%

“Horticulture 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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

  • 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.

  • Prepare reports required by state and federal laws.

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

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

  • Analyze market conditions to determine acreage allocations.

Technologies & Software

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

Alternative Job Titles