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Automation Risk Analysis

Will “Horticultural Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Horticultural 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%

“Horticultural 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

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

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

  • 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.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

  • 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.

  • 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.

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

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

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

  • 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.

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

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles