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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

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

  • 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.

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

  • Prepare reports required by state and federal laws.

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

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

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

  • 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.

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Hire, supervise, and train support workers.

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles