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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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles