entityType = "role"
schemaVersion = "role.v1"
slug = "role-19-4012-01"
socCode = "19-4012.01"
title = "Precision Agriculture Technicians"
summary = "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."
aliases = ["Agronomist", "Crop Specialist", "Precision Agriculture Specialist (Precision Ag Specialist)", "Precision Agronomist", "Agrintelligence Specialist (Agriculture Intelligence Specialist)", "Agronomy Consultant", "Crop Consultant", "Precision Agriculture Analyst (Precision Ag Analyst)", "Precision Farming Coordinator", "Precision Technology Agronomist (Precision Tech Agronomist)", "Agriculture Specialist", "Agriculture Technician (Agriculture Tech)"]
aiSignals = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 34.78

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 30.43

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 17.39

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 8.7

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4.35

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 4.35

[educationLevel]
category = "Associate's degree"
slug = "associate-s-degree"

[market]
medianWage = 46790
meanWage = 49680
pct10Wage = 32860
pct25Wage = 38480
pct75Wage = 59370
pct90Wage = 69010
employment = 14340
areaTitle = "U.S."

[industries]
count = 14

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 4990
medianWage = 45070
lq = 4.98

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 3950
medianWage = 50650
lq = 3.11

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1450
medianWage = 45890
lq = 2.58

[[industries.top]]
naics = "541380"
slug = "541380"
title = "Testing Laboratories and Services"
level = "National industry"
employment = 1300
medianWage = 42690
lq = 82.03

[[industries.top]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 1080
medianWage = 40420
lq = 27.43

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 850
medianWage = 45810
lq = 0.72

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 420
medianWage = 46260
lq = 1.61

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 270
medianWage = 43500
lq = 0.19

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 110
medianWage = 44900
lq = 0.13

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 100
medianWage = 37520
lq = 0.24

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 60
medianWage = 43480

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 60
medianWage = 36450

[[industries.concentrated]]
naics = "541380"
slug = "541380"
title = "Testing Laboratories and Services"
level = "National industry"
employment = 1300
lq = 82.03

[[industries.concentrated]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 1080
lq = 27.43

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 4990
lq = 4.98

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 3950
lq = 3.11

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1450
lq = 2.58

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 420
lq = 1.61

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 850
lq = 0.72

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 100
lq = 0.24

[aiOutlook]
usageRelease = "2026-01-15-v4-plus-2025-03-27-v2"

[aiOutlook.index]
value = 60
percentile = 59
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 2

[[aiOutlook.index.components]]
percentile = 79
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 42
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.09090909090909091
beta = 0.5
gamma = 0.9090909090909092

[aiOutlook.bls]
growthPercent = 4.3
growthPercentile = 67
direction = "About average"
annualOpeningsThousands = 2.9
annualOpeningsPercentile = 37
employment2024Thousands = 18.6
employment2034Thousands = 19.4

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.9090909090909092
percentile = 79
band = "High"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.12741893395361942
percentile = 42
band = "Moderate"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Document and maintain records of precision agriculture information."
usagePercent = 0.004519142677550953
importance = 4.26

[[aiOutlook.usageTasks]]
task = "Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data."
usagePercent = 0.0039028959487940056
importance = 4

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[counts]
tasks = 22
skills = 38
capabilities = 120
tools = 23
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "f954467389d2be19"

[[tasks]]
text = "Document and maintain records of precision agriculture information."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Collect information about soil or field attributes, yield data, or field boundaries, using field data recorders and basic geographic information systems (GIS)."
type = "Core"
iwa = "4.A.3.a.2.al"

[[tasks]]
text = "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."
type = "Core"
iwa = "4.A.2.a.4.a"

[[tasks]]
text = "Divide agricultural fields into georeferenced zones, based on soil characteristics and production potentials."
type = "Core"
iwa = "4.A.2.a.4.a"

[[tasks]]
text = "Install, calibrate, or maintain sensors, mechanical controls, GPS-based vehicle guidance systems, or computer settings."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input applications, terrain, drainage patterns, or field management history."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Compare crop yield maps with maps of soil test data, chemical application patterns, or other information to develop site-specific crop management plans."
type = "Core"
iwa = "4.A.1.a.1.m"

[[tasks]]
text = "Analyze geospatial data to determine agricultural implications of factors such as soil quality, terrain, field productivity, fertilizers, or weather conditions."
type = "Core"
iwa = "4.A.2.a.4.a"

[[tasks]]
text = "Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data."
type = "Core"
iwa = "4.A.2.a.4.a"

[[tasks]]
text = "Analyze data from harvester monitors to develop yield maps."
type = "Core"
iwa = "4.A.2.a.4.a"

[[tasks]]
text = "Apply precision agriculture information to specifically reduce the negative environmental impacts of farming practices."
type = "Core"
iwa = "4.A.2.b.2.m"

[[tasks]]
text = "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."
type = "Core"
iwa = "4.A.2.a.4.a"

[[emergingTasks]]
text = "Operate drone technology to capture aerial imagery and data for crop monitoring and analysis."

[[activities]]
name = "Calibrate scientific or technical equipment."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Research crop management methods."
iwa = "4.A.1.a.1.m"

[[activities]]
name = "Maintain laboratory or technical equipment."
iwa = "4.A.3.b.5.c"

[[activities]]
name = "Collect geographical or geological field data."
iwa = "4.A.3.a.2.al"

[[activities]]
name = "Analyze environmental data."
iwa = "4.A.2.a.4.a"

[[activities]]
name = "Determine geographic coordinates."
iwa = "4.A.2.a.4.a"

[[activities]]
name = "Analyze geological or geographical data."
iwa = "4.A.2.a.4.a"

[[activities]]
name = "Advise customers on the use of products or services."
iwa = "4.A.4.b.6.b"

[[activities]]
name = "Prepare maps."
iwa = "4.A.2.b.2.o"

[[activities]]
name = "Discuss design or technical features of products or services with technical personnel."
iwa = "4.A.4.a.2.h"

[[activities]]
name = "Consult with others regarding safety or health equipment or facilities."
iwa = "4.A.4.a.2.h"

[[activities]]
name = "Conduct climatological research."
iwa = "4.A.1.a.1.h"

[[activities]]
name = "Record research or operational data."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Advise others on the development or use of new technologies."
iwa = "4.A.4.b.6.d"

[[activities]]
name = "Apply knowledge or research findings to address environmental problems."
iwa = "4.A.2.b.2.m"

[[activities]]
name = "Develop agricultural methods."
iwa = "4.A.3.b.2.f"

[[activities]]
name = "Prepare operational reports."
iwa = "4.A.3.b.6.o"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.17

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.09

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.88

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.88

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.62

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.52

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.48

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.48

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 3.39

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Food Production"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.3

[[capabilities]]
name = "Mathematics"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Geography"
family = "knowledge"
value = 3.23

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.12

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

[[capabilities]]
name = "Mathematical Reasoning"
family = "ability"
value = 3.12

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.12

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.12

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.09

[[capabilities]]
name = "Chemistry"
family = "knowledge"
value = 3.04

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Microsoft Word"
type = "Common Skill"

[[skills]]
name = "Microsoft Outlook"
type = "Common Skill"

[[skills]]
name = "Microsoft Excel"
type = "Common Skill"

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Biology"
type = "Specialized Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "Geography"
type = "Specialized Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Chemistry"
type = "Specialized Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Windows"
type = "Common Skill"

[[skills]]
name = "Microsoft PowerPoint"
type = "Common Skill"

[[skills]]
name = "Microsoft Access"
type = "Specialized Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Finger Dexterity"
type = "Common Skill"

[[skills]]
name = "Telecommunications"
type = "Specialized Skill"

[[skills]]
name = "Physics"
type = "Specialized Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[skills]]
name = "Psychology"
type = "Specialized Skill"

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Depth Perception"
type = "Common Skill"

[[skills]]
name = "Foreign Language"
type = "Common Skill"

[[skills]]
name = "Installation"
type = "Specialized Skill"

[[skills]]
name = "Presentation Software"
type = "Specialized Skill"

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = true

[[tools]]
example = "ESRI ArcGIS software"
category = "Geographic information system"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Ag Leader Technology SMS Advanced"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "AGCO GTA Software Suite"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "ESRI ArcPad"
category = "Geographic information system"
hot = false
inDemand = false

[[tools]]
example = "ESRI ArcView"
category = "Geographic information system"
hot = false
inDemand = false

[[tools]]
example = "Farm Works Site Pro"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "GeoAgro GIS"
category = "Map creation software"
hot = false
inDemand = false

[[tools]]
example = "Geographic information system GIS systems"
category = "Geographic information system"
hot = false
inDemand = false

[[tools]]
example = "Global positioning system GPS software"
category = "Mobile location based services software"
hot = false
inDemand = false

[[tools]]
example = "John Deere Apex Farm Management"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "MapShots EASi Suite"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Novariant AutoFarm AF Viewer"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "SST Development Group SSToolbox"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Trimble AgGPS EZ-Map"
category = "Map creation software"
hot = false
inDemand = false

[[tools]]
example = "Trimble AgGPS MultiPlane"
category = "Map creation software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[workContext]]
name = "Telephone Conversations"
value = 4.86

[[workContext]]
name = "E-Mail"
value = 4.83

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.48

[[workContext]]
name = "Contact With Others"
value = 4.35

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.17

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.14

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.09

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.09

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.04

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4

[[workContext]]
name = "Frequency of Decision Making"
value = 3.91

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.87

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.65

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.57

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.48

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.43

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.39

[[workContext]]
name = "Time Pressure"
value = 3.39

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.35

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.35

[[workContext]]
name = "Physical Proximity"
value = 3.35

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.26

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.22

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.17

[[workContext]]
name = "Spend Time Sitting"
value = 3.17

[[workContext]]
name = "Consequence of Error"
value = 3.17

[[workContext]]
name = "Level of Competition"
value = 3.14

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.13

[[workContext]]
name = "Written Letters and Memos"
value = 3.05

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 3

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3

[[workContext]]
name = "Exposed to Contaminants"
value = 2.87

[[workContext]]
name = "Spend Time Standing"
value = 2.78

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.74

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.74

[[workContext]]
name = "Conflict Situations"
value = 2.7

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.7

[[workContext]]
name = "Public Speaking"
value = 2.43

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.43

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.39

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.46

[[personFit]]
name = "Agriculture"
family = "specific_interest_area"
value = 5.57

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.4

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.95

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 4.82

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 4.43

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 4.39

[[personFit]]
name = "Dependability"
family = "work_style"
value = 4

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 3.88

[[personFit]]
name = "Nature/Outdoors"
family = "specific_interest_area"
value = 3.84

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 3.4

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 3.16

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 3

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.84

[[personFit]]
name = "Innovation"
family = "work_style"
value = 2.27

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 2.16

[[relatedRoles]]
socCode = "19-1013.00"
slug = "role-19-1013-00"
title = "Soil and Plant Scientists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-2021.00"
slug = "role-17-2021-00"
title = "Agricultural Engineers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-4012.00"
slug = "role-19-4012-00"
title = "Agricultural Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-1031.00"
slug = "role-19-1031-00"
title = "Conservation Scientists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-4043.00"
slug = "role-19-4043-00"
title = "Geological Technicians, Except Hydrologic Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-2041.03"
slug = "role-19-2041-03"
title = "Industrial Ecologists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-4071.00"
slug = "role-19-4071-00"
title = "Forest and Conservation Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-9013.00"
slug = "role-11-9013-00"
title = "Farmers, Ranchers, and Other Agricultural Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-1031.02"
slug = "role-19-1031-02"
title = "Range Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-2041.00"
slug = "role-19-2041-00"
title = "Environmental Scientists and Specialists, Including Health"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2112.00"
slug = "role-17-2112-00"
title = "Industrial Engineers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "19-4044.00"
slug = "role-19-4044-00"
title = "Hydrologic Technicians"
tier = "Supplemental"

[[careerClusters]]
cluster = "Agriculture"
slug = "agriculture"

[[studyPrograms]]
title = "Agriculture, Agriculture Operations, and Related Sciences"
slug = "agriculture-agriculture-operations-and-related-sciences"

[[studyPrograms]]
title = "Biological and Biomedical Sciences"
slug = "biological-and-biomedical-sciences"
