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Automation Risk Analysis

Will “Plant 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 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 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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Hire, supervise, and train support workers.

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

Technologies & Software

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

Alternative Job Titles