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Automation Risk Analysis

Will “Plant Health Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Plant Health 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%

“Plant Health 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.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Prepare reports required by state and federal laws.

Technologies & Software

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

Alternative Job Titles