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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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

  • Prepare reports required by state and federal laws.

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

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

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles