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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Hire, supervise, and train support workers.

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

Technologies & Software

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

Alternative Job Titles