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Automation Risk Analysis

Will “Sow Farm Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Sow Farm 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%

“Sow Farm 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.

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles