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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

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

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

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

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

  • 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.

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles