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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.

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

  • Evaluate marketing or sales alternatives for products.

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • Hire, supervise, and train support workers.

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

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

Technologies & Software

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

Alternative Job Titles