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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

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

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

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

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

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

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Hire, supervise, and train support workers.

  • Evaluate marketing or sales alternatives for products.

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

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

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

Technologies & Software

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

Alternative Job Titles