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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

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

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

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

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

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

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

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

  • 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.

  • Hire, supervise, and train support workers.

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

Technologies & Software

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

Alternative Job Titles