🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Precision Agriculture Technician (Precision Ag Tech)” be Automated?

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

57%

“Precision Agriculture Technician (Precision Ag Tech)” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“Precision Agriculture Technician (Precision Ag Tech)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Precision Agriculture Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply geospatial technologies, including geographic information systems (GIS) and Global Positioning System (GPS), to agricultural production or management activities, such as pest scouting, site-specific pesticide application, yield mapping, or variable-rate irrigation. May use computers to develop or analyze maps or remote sensing images to compare physical topography with data on soils, fertilizer, pests, or weather.

Job Title & Hierarchy Code (SOC) Precision Agriculture Technicians #19-4012.01
ℹ️

Data is based on the reference occupation: “Precision Agriculture Technicians”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

  • Use geospatial technology to develop soil sampling grids or identify sampling sites for testing characteristics such as nitrogen, phosphorus, or potassium content, pH, or micronutrients.

  • Advise farmers on upgrading Global Positioning System (GPS) equipment to take advantage of newly installed advanced satellite technology.

  • Identify areas in need of pesticide treatment by analyzing geospatial data to determine insect movement and damage patterns.

  • Divide agricultural fields into georeferenced zones, based on soil characteristics and production potentials.

  • Install, calibrate, or maintain sensors, mechanical controls, GPS-based vehicle guidance systems, or computer settings.

  • Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.

  • Participate in efforts to advance precision agriculture technology, such as developing advanced weed identification or automated spot spraying systems.

  • Collect information about soil or field attributes, yield data, or field boundaries, using field data recorders and basic geographic information systems (GIS).

  • Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input applications, terrain, drainage patterns, or field management history.

  • Analyze geospatial data to determine agricultural implications of factors such as soil quality, terrain, field productivity, fertilizers, or weather conditions.

  • Compare crop yield maps with maps of soil test data, chemical application patterns, or other information to develop site-specific crop management plans.

  • Document and maintain records of precision agriculture information.

  • Draw or read maps, such as soil, contour, or plat maps.

  • Apply precision agriculture information to specifically reduce the negative environmental impacts of farming practices.

  • Analyze data from harvester monitors to develop yield maps.

  • Contact equipment manufacturers for technical assistance, as needed.

  • Provide advice on the development or application of better boom-spray technology to limit the overapplication of chemicals and to reduce the migration of chemicals beyond the fields being treated.

  • Prepare reports in graphical or tabular form, summarizing field productivity or profitability.

  • Analyze remote sensing imagery to identify relationships between soil quality, crop canopy densities, light reflectance, and weather history.

  • Recommend best crop varieties or seeding rates for specific field areas, based on analysis of geospatial data.

  • Demonstrate the applications of geospatial technology, such as Global Positioning System (GPS), geographic information systems (GIS), automatic tractor guidance systems, variable rate chemical input applicators, surveying equipment, or computer mapping software.

  • Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.

Technologies & Software

  • Web browser software
  • Microsoft Excel
  • Mistral (Mistral AI)
  • Claude (Anthropic)
  • Qwen (Alibaba)
  • Geographic information system GIS systems
  • Llama (Meta)
  • Consensus
  • Gemini (Google)
  • Novariant AutoFarm AF Viewer
  • Mistral AI (chat/models)
  • Microsoft Word
  • Microsoft Windows
  • John Deere Apex Farm Management
  • Microsoft Office software
  • MapShots EASi Suite
  • SST Development Group SSToolbox
  • Trimble AgGPS MultiPlane
  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Perplexity AI
  • Kimi (Moonshot AI)
  • Microsoft Outlook
  • ESRI ArcPad
  • Semantic Scholar AI
  • DeepSeek
  • Ag Leader Technology SMS Advanced
  • GeoAgro GIS
  • Trimble AgGPS EZ-Map
  • Nova (Amazon)
  • Microsoft PowerPoint
  • Global positioning system GPS software
  • Microsoft Access
  • Gemini for Workspace
  • ESRI ArcView
  • Scite AI
  • Farm Works Site Pro
  • AGCO GTA Software Suite
  • ESRI ArcGIS software
  • NotebookLM (Google)
  • Elicit
  • Tractor mounted soil probes
  • Moisture monitors
  • Soil electrical conductivity measurement devices
  • Air clutches
  • Desktop computers
  • Sprayer application equipment
  • Seed drills
  • Laptop computers
  • Fertilizer spreading equipment
  • Yield monitor systems
  • Field personal computers PC
  • Soil samplers
  • Global positioning system GPS receivers
  • Automatic boom control systems
  • Personal computers
  • Variable rate applicators
  • Automatic land leveling systems
  • Lightbar guidance systems
  • Autosteering systems