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Automation Risk Analysis

Will “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%

“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%

“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

  • Hire, supervise, and train support workers.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

Technologies & Software

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

Alternative Job Titles