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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

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

  • 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.

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

  • Hire, supervise, and train support workers.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • 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.

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

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

  • 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.

  • 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.

  • 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.

  • 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.

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles