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Automation Risk Analysis

Will “Perennial House Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Perennial House 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%

“Perennial House 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

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles