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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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

  • 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.

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

  • Hire, supervise, and train support workers.

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles