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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

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

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

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

  • 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.

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

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

  • Prepare reports required by state and federal laws.

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

  • Evaluate marketing or sales alternatives for products.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles