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Automation Risk Analysis

Will “Farmers Market Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Farmers Market 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%

“Farmers Market 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 the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

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

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

  • Prepare reports required by state and federal laws.

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles