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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

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

  • Hire, supervise, and train support workers.

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

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

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

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

  • 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.

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

  • Prepare reports required by state and federal laws.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles