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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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

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

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

Technologies & Software

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

Alternative Job Titles