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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

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

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

  • 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.

  • 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.

  • Prepare reports required by state and federal laws.

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles