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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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

  • 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.

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • 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.

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

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

  • Evaluate marketing or sales alternatives for products.

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles