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Automation Risk Analysis

Will “Horticultural Farm 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 Farm 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 Farm 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

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

  • Hire, supervise, and train support workers.

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

Technologies & Software

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

Alternative Job Titles