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Automation Risk Analysis

Will “Greenhouse Project 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 Project 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 Project 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 soil to determine types or quantities of fertilizer required for maximum crop production.

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles