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Automation Risk Analysis

Will “Harvesting Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Harvesting 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%

“Harvesting 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

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

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

  • Evaluate marketing or sales alternatives for products.

  • Coordinate the selection and maintenance of brood stock.

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

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

Technologies & Software

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

Alternative Job Titles