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Automation Risk Analysis

Will “Production Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Production Superintendent” 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%

“Production Superintendent” 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 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.

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

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

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

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

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • 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.

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

  • 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.

  • Hire, supervise, and train support workers.

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

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

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

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

Technologies & Software

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

Alternative Job Titles