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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

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

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

  • 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.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

  • 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.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • Hire, supervise, and train support workers.

  • Analyze market conditions to determine acreage allocations.

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

  • Prepare reports required by state and federal laws.

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

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

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

Technologies & Software

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

Alternative Job Titles