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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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Coordinate the selection and maintenance of brood stock.

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

  • Prepare reports required by state and federal laws.

  • Evaluate marketing or sales alternatives for products.

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

Technologies & Software

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

Alternative Job Titles