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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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • Hire, supervise, and train support workers.

  • 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.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • 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.

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles