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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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles