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Automation Risk Analysis

Will “Farm Field Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Farm Field 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%

“Farm Field 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.

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • Hire, supervise, and train support workers.

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

Technologies & Software

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

Alternative Job Titles