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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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Hire, supervise, and train support workers.

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

Technologies & Software

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

Alternative Job Titles