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Automation Risk Analysis

Will “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%

“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%

“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

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

  • 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.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • 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.

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles