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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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • 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.

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

  • Prepare reports required by state and federal laws.

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

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

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

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

  • 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 or supervise stock examinations to identify diseases or parasites.

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

Technologies & Software

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

Alternative Job Titles