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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

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Prepare reports required by state and federal laws.

  • Hire, supervise, and train support workers.

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

  • 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.

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

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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

Technologies & Software

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

Alternative Job Titles