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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

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

  • 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.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

Technologies & Software

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

Alternative Job Titles