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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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • Hire, supervise, and train support workers.

  • 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.

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles