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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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles