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Automation Risk Analysis

Will “Activation Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Activation 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%

“Activation 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles