{"v":"2026-11-02","dataVersion":"ONET-30.3+BLS-MAY25","code":"19-4012.01","slug":"precision-agriculture-technicians","title":"Precision Agriculture Technicians","alt":["Agronomist","Precision Agronomist","Agriculture Specialist","Crop Specialist","Agronomy Specialist","Migration Specialist","Agrintelligence Specialist","Precision Agriculture Specialist","Field Agronomist","Precision Farming Specialist","Crop Consultant","Technical Agronomist"],"employment":15130,"wage":{"median":49630,"p25":40950,"p75":63630},"growthPct":4.3,"exposure":61.6,"taskCount":22,"highCount":14,"midCount":6,"lowCount":2,"aeiObserved":0,"fit":{"mix":{"none":0,"efficient":32.6,"standard":36.5,"frontier":30.9},"counts":{"none":0,"efficient":7,"standard":8,"frontier":7},"recommended":"frontier","coveragePct":100,"addressablePct":100},"tasks":[{"t":"Document and maintain records of precision agriculture information.","imp":4.26,"exp":20,"src":"heuristic","tier":"efficient","gwa":"Documenting/Recording Information"},{"t":"Collect information about soil or field attributes, yield data, or field boundaries, using field data recorders and basic geographic information systems (GIS).","imp":4.22,"exp":75,"src":"heuristic","tier":"efficient","gwa":"Handling and Moving Objects"},{"t":"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.","imp":4.17,"exp":50,"src":"heuristic","tier":"standard","gwa":"Analyzing Data or Information"},{"t":"Divide agricultural fields into georeferenced zones, based on soil characteristics and production potentials.","imp":4.14,"exp":75,"src":"heuristic","tier":"standard","gwa":"Analyzing Data or Information"},{"t":"Install, calibrate, or maintain sensors, mechanical controls, GPS-based vehicle guidance systems, or computer settings.","imp":4.05,"exp":20,"src":"heuristic","tier":"efficient","gwa":"Handling and Moving Objects"},{"t":"Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input applications, terrain, drainage patterns, or field management history.","imp":4.05,"exp":75,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Compare crop yield maps with maps of soil test data, chemical application patterns, or other information to develop site-specific crop management plans.","imp":4.04,"exp":50,"src":"heuristic","tier":"efficient","gwa":"Getting Information"},{"t":"Analyze geospatial data to determine agricultural implications of factors such as soil quality, terrain, field productivity, fertilizers, or weather conditions.","imp":4.04,"exp":75,"src":"heuristic","tier":"standard","gwa":"Analyzing Data or Information"},{"t":"Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.","imp":4,"exp":50,"src":"heuristic","tier":"standard","gwa":"Analyzing Data or Information"},{"t":"Analyze data from harvester monitors to develop yield maps.","imp":3.95,"exp":80,"src":"heuristic","tier":"standard","gwa":"Analyzing Data or Information"},{"t":"Apply precision agriculture information to specifically reduce the negative environmental impacts of farming practices.","imp":3.91,"exp":75,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"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.","imp":3.81,"exp":75,"src":"heuristic","tier":"standard","gwa":"Analyzing Data or Information"},{"t":"Draw or read maps, such as soil, contour, or plat maps.","imp":3.74,"exp":75,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Recommend best crop varieties or seeding rates for specific field areas, based on analysis of geospatial data.","imp":3.73,"exp":60,"src":"heuristic","tier":"frontier","gwa":"Providing Consultation and Advice to Others"},{"t":"Prepare reports in graphical or tabular form, summarizing field productivity or profitability.","imp":3.64,"exp":75,"src":"heuristic","tier":"efficient","gwa":"Documenting/Recording Information","auto":0.4783,"aug":0.5217},{"t":"Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.","imp":3.62,"exp":50,"src":"heuristic","tier":"efficient","gwa":"Handling and Moving Objects"},{"t":"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.","imp":3.62,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Providing Consultation and Advice to Others"},{"t":"Participate in efforts to advance precision agriculture technology, such as developing advanced weed identification or automated spot spraying systems.","imp":3.35,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Developing Objectives and Strategies"},{"t":"Analyze remote sensing imagery to identify relationships between soil quality, crop canopy densities, light reflectance, and weather history.","imp":3.27,"exp":75,"src":"heuristic","tier":"efficient","gwa":"Getting Information"},{"t":"Advise farmers on upgrading Global Positioning System (GPS) equipment to take advantage of newly installed advanced satellite technology.","imp":3.24,"exp":60,"src":"heuristic","tier":"frontier","gwa":"Providing Consultation and Advice to Others"},{"t":"Contact equipment manufacturers for technical assistance, as needed.","imp":3.18,"exp":75,"src":"heuristic","tier":"standard","gwa":"Communicating with Supervisors, Peers, or Subordinates"},{"t":"Identify areas in need of pesticide treatment by analyzing geospatial data to determine insect movement and damage patterns.","imp":3.05,"exp":75,"src":"heuristic","tier":"standard","gwa":"Analyzing Data or Information"}],"adjacent":[{"code":"19-4012.00","slug":"agricultural-technicians","title":"Agricultural Technicians","overlap":0.79,"months":8,"exposure":64.5,"strong":true},{"code":"15-1299.02","slug":"geographic-information-systems-technologists-and-technicians","title":"Geographic Information Systems Technologists and Technicians","overlap":0.69,"months":11,"exposure":63,"strong":true},{"code":"17-2021.00","slug":"agricultural-engineers","title":"Agricultural Engineers","overlap":0.67,"months":12,"exposure":56.4,"strong":true},{"code":"19-4099.03","slug":"remote-sensing-technicians","title":"Remote Sensing Technicians","overlap":0.66,"months":12,"exposure":57.8,"strong":true},{"code":"17-3031.00","slug":"surveying-and-mapping-technicians","title":"Surveying and Mapping Technicians","overlap":0.66,"months":12,"exposure":69.8,"strong":true}]}