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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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

  • Analyze market conditions to determine acreage allocations.

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

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

  • Hire, supervise, and train support workers.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles