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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

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

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

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

  • 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.

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

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

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

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

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

  • Hire, supervise, and train support workers.

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

  • 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.

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Prepare reports required by state and federal laws.

  • 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.

Technologies & Software

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

Alternative Job Titles