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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

  • Hire, supervise, and train support workers.

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

  • 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.

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

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

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles