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Automation Risk Analysis

Will “Annual Greenhouse Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Annual Greenhouse 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%

“Annual Greenhouse 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

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

  • 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.

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

Technologies & Software

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

Alternative Job Titles