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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

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

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

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

  • Hire, supervise, and train support workers.

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

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

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

  • 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.

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

  • 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.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

  • Analyze market conditions to determine acreage allocations.

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

Technologies & Software

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

Alternative Job Titles