entityType = "role"
schemaVersion = "role.v1"
slug = "role-15-1299-02"
socCode = "15-1299.02"
title = "Geographic Information Systems Technologists and Technicians"
summary = "Assist scientists or related professionals in building, maintaining, modifying, or using geographic information systems (GIS) databases. May also perform some custom application development or provide user support."
aliases = ["GIS Specialist (Geographic Information Systems Specialist)", "GIS Technician (Geographic Information Systems Technician)", "Geographic Information System Analyst (GIS Analyst)", "Geographic Information Systems Analyst (GIS Analyst)", "Geographic Information Systems Administrator (GIS Administrator)", "Geographic Information Systems Coordinator (GIS Coordinator)", "Resource Analyst", "CADD GIS Technician (Computer-Aided Design and Drafting Geographic Information Systems Technician)", "Cartographic Technician", "Conversion Specialist", "Field GIS Technician (Field Geographic Information Systems Technician)", "GIS Consultant (Geographic Information Systems Consultant)"]
emergingTasks = []
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)"
educationDistribution = []

[educationLevel]
category = "Bachelor's degree"
slug = "bachelor-s-degree"

[market]
medianWage = 108970
meanWage = 116700
pct10Wage = 52650
pct25Wage = 76360
pct75Wage = 147530
pct90Wage = 176800
employment = 439380
areaTitle = "U.S."

[industries]
count = 51

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 130160
medianWage = 106200
lq = 4.24

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 43000
medianWage = 126550
lq = 5.19

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 28690
medianWage = 126080
lq = 1.62

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 25660
medianWage = 127600
lq = 3.21

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 24880
medianWage = 96000
lq = 0.97

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 21020
medianWage = 102950
lq = 0.58

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 18100
medianWage = 79900
lq = 0.47

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 13460
medianWage = 95780
lq = 1.78

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 13130
medianWage = 100550
lq = 0.76

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 11030
medianWage = 83320
lq = 0.17

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 9590
medianWage = 108370
lq = 2.91

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 7000
medianWage = 65350
lq = 0.33

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 1240
lq = 7.16

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 43000
lq = 5.19

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 130160
lq = 4.24

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 25660
lq = 3.21

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 3860
lq = 3.02

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 9590
lq = 2.91

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 13460
lq = 1.78

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 28690
lq = 1.62

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

[aiOutlook.index]
value = 92
percentile = 97
band = "High"
version = "ai-exposure-index-v1"
componentCount = 2

[[aiOutlook.index.components]]
percentile = 95
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 88
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.18518518518518517
beta = 0.5925925925925926
gamma = 1

[aiOutlook.bls]
growthPercent = 8.2
growthPercentile = 88
direction = "Growing fast"
annualOpeningsThousands = 31.3
annualOpeningsPercentile = 84
employment2024Thousands = 472
employment2034Thousands = 510.5

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 1
percentile = 95
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 = 0.29778584910303174
percentile = 88
band = "High"
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 = "Create, analyze, report, convert, or transfer data, using specialized applications program software."
usagePercent = 0.13105513764897764
importance = 3.71

[[aiOutlook.usageTasks]]
task = "Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software."
usagePercent = 0.04221290091985095
importance = 4.03

[[aiOutlook.usageTasks]]
task = "Select cartographic elements needed for effective presentation of information."
usagePercent = 0.0134547202445267
importance = 3.98

[[aiOutlook.usageTasks]]
task = "Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users."
usagePercent = 0.010681609965120435
importance = 4.26

[[aiOutlook.usageTasks]]
task = "Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications."
usagePercent = 0.008216623050092643
importance = 3.97

[[aiOutlook.usageTasks]]
task = "Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements."
usagePercent = 0.006778714016326431
importance = 4.24

[[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 = 29
skills = 64
capabilities = 120
tools = 127
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "b034b274ee90f759"

[[tasks]]
text = "Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Maintain or modify existing Geographic Information Systems (GIS) databases."
type = "Core"
iwa = "4.A.2.b.2.f"

[[tasks]]
text = "Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users."
type = "Core"
iwa = "4.A.4.b.6.d"

[[tasks]]
text = "Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software."
type = "Core"
iwa = "4.A.2.b.2.u"

[[tasks]]
text = "Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases."
type = "Core"
iwa = "4.A.2.b.2.f"

[[tasks]]
text = "Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems."
type = "Core"
iwa = "4.A.2.a.4.d"

[[tasks]]
text = "Select cartographic elements needed for effective presentation of information."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications."
type = "Core"
iwa = "4.A.4.b.6.d"

[[activities]]
name = "Prepare graphics or other visual representations of information."
iwa = "4.A.2.b.2.o"

[[activities]]
name = "Prepare analytical reports."
iwa = "4.A.3.b.6.c"

[[activities]]
name = "Create databases to store electronic data."
iwa = "4.A.2.b.2.f"

[[activities]]
name = "Update computer database information."
iwa = "4.A.3.b.1.f"

[[activities]]
name = "Provide technical support for software maintenance or use."
iwa = "4.A.4.b.6.d"

[[activities]]
name = "Design software applications."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Write computer programming code."
iwa = "4.A.3.b.1.a"

[[activities]]
name = "Evaluate data quality."
iwa = "4.A.2.a.2.a"

[[activities]]
name = "Develop scientific or mathematical models."
iwa = "4.A.2.b.2.u"

[[activities]]
name = "Analyze data to identify trends or relationships among variables."
iwa = "4.A.2.a.4.d"

[[activities]]
name = "Prepare data for analysis."
iwa = "4.A.3.b.1.f"

[[activities]]
name = "Coordinate project activities with other personnel or departments."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Test software performance."
iwa = "4.A.1.b.2.h"

[[activities]]
name = "Design computer modeling or simulation programs."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Document technical specifications or requirements."
iwa = "4.A.3.b.6.i"

[[activities]]
name = "Troubleshoot issues with computer applications or systems."
iwa = "4.A.3.b.1.d"

[[activities]]
name = "Collaborate with others to resolve information technology issues."
iwa = "4.A.4.b.1.a"

[[activities]]
name = "Develop models of information or communications systems."
iwa = "4.A.3.b.2.d"

[[activities]]
name = "Recommend changes to improve computer or information systems."
iwa = "4.A.4.b.6.d"

[[activities]]
name = "Collaborate with others to determine design specifications or details."
iwa = "4.A.4.a.2.h"

[[activities]]
name = "Train others in computer interface or software use."
iwa = "4.A.4.b.3.e"

[[activities]]
name = "Analyze Geographic Information Systems (GIS) data for use in green applications."
iwa = "4.A.2.a.4.a"

[[activities]]
name = "Conduct research to gain information about products or processes."
iwa = "4.A.1.a.1.t"

[[activities]]
name = "Design integrated computer systems."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Update knowledge about emerging industry or technology trends."
iwa = "4.A.2.b.3.a"

[[capabilities]]
name = "Geography"
family = "knowledge"
value = 4.71

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.48

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.04

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.88

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.75

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.75

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.75

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.5

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.5

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.4

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.38

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.38

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.25

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

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.25

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.25

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.25

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.15

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.1

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.04

[[capabilities]]
name = "Mathematics"
family = "essential_skill"
value = 3

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

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 3

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3

[[capabilities]]
name = "Programming"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Transact-SQL"
type = "Specialized Skill"

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

[[skills]]
name = "Shell Script"
type = "Specialized Skill"

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

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

[[skills]]
name = "Node.js"
type = "Specialized Skill"

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

[[skills]]
name = "Microsoft Visual Studio"
type = "Specialized Skill"

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

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

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

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

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

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

[[skills]]
name = "Apple IOS"
type = "Specialized Skill"

[[skills]]
name = "Adobe Photoshop"
type = "Specialized Skill"

[[skills]]
name = "Adobe Illustrator"
type = "Specialized Skill"

[[skills]]
name = "Adobe After Effects"
type = "Specialized Skill"

[[skills]]
name = "Adobe Acrobat"
type = "Specialized Skill"

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

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

[[tools]]
example = "Amazon Web Services AWS software"
category = "Data base user interface and query software"
hot = true
inDemand = true

[[tools]]
example = "Autodesk AutoCAD"
category = "Computer aided design CAD software"
hot = true
inDemand = true

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

[[tools]]
example = "JavaScript"
category = "Web platform development software"
hot = true
inDemand = true

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

[[tools]]
example = "Microsoft Azure software"
category = "Development environment software"
hot = true
inDemand = true

[[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 PowerPoint"
category = "Presentation software"
hot = true
inDemand = true

[[tools]]
example = "Python"
category = "Object or component oriented development software"
hot = true
inDemand = true

[[tools]]
example = "Structured query language SQL"
category = "Data base user interface and query software"
hot = true
inDemand = true

[[tools]]
example = "Adobe Acrobat"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Adobe After Effects"
category = "Video creation and editing software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Creative Cloud software"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Illustrator"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Photoshop"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Apple iOS"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Atlassian JIRA"
category = "Content workflow software"
hot = true
inDemand = false

[[tools]]
example = "Bentley MicroStation"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "Bootstrap"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "C"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "C#"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "C++"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "Cascading style sheets CSS"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Docker"
category = "Application server software"
hot = true
inDemand = false

[[tools]]
example = "Extensible markup language XML"
category = "Enterprise application integration software"
hot = true
inDemand = false

[[tools]]
example = "Git"
category = "File versioning software"
hot = true
inDemand = false

[[tools]]
example = "GitHub"
category = "Application server software"
hot = true
inDemand = false

[[tools]]
example = "Go"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Google Angular"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Google Workspace software"
category = "Office suite software"
hot = true
inDemand = false

[[tools]]
example = "Hypertext markup language HTML"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "JavaScript Object Notation JSON"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Jenkins CI"
category = "Enterprise application integration software"
hot = true
inDemand = false

[[tools]]
example = "jQuery"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "Kubernetes"
category = "Application server software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft .NET Framework"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft ASP.NET"
category = "Web platform development software"
hot = true
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.92

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.81

[[workContext]]
name = "Spend Time Sitting"
value = 4.69

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.68

[[workContext]]
name = "Telephone Conversations"
value = 4.55

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.39

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.29

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.03

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.98

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.91

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.73

[[workContext]]
name = "Contact With Others"
value = 3.69

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.6

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.56

[[workContext]]
name = "Time Pressure"
value = 3.46

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.45

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.13

[[workContext]]
name = "Frequency of Decision Making"
value = 3.12

[[workContext]]
name = "Level of Competition"
value = 3.1

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.03

[[workContext]]
name = "Written Letters and Memos"
value = 2.92

[[workContext]]
name = "Degree of Automation"
value = 2.9

[[workContext]]
name = "Physical Proximity"
value = 2.79

[[workContext]]
name = "Consequence of Error"
value = 2.5

[[workContext]]
name = "Public Speaking"
value = 2.45

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.29

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.19

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2

[[workContext]]
name = "Conflict Situations"
value = 1.99

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 1.92

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.9

[[workContext]]
name = "Health and Safety of Other Workers"
value = 1.84

[[workContext]]
name = "Spend Time Standing"
value = 1.69

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.59

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.58

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.58

[[workContext]]
name = "Exposed to Contaminants"
value = 1.51

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.51

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.47

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.42

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 6.17

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.88

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.19

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 4.45

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.26

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 3.53

[[personFit]]
name = "Dependability"
family = "work_style"
value = 3

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.67

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 2.53

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.52

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 2.47

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.31

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 2.08

[[personFit]]
name = "Nature/Outdoors"
family = "specific_interest_area"
value = 2.01

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.93

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.93

[[relatedRoles]]
socCode = "17-3031.00"
slug = "role-17-3031-00"
title = "Surveying and Mapping Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "15-2051.00"
slug = "role-15-2051-00"
title = "Data Scientists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-1021.00"
slug = "role-17-1021-00"
title = "Cartographers and Photogrammetrists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-3092.00"
slug = "role-19-3092-00"
title = "Geographers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-1022.01"
slug = "role-17-1022-01"
title = "Geodetic Surveyors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "15-1243.00"
slug = "role-15-1243-00"
title = "Database Architects"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-2099.01"
slug = "role-19-2099-01"
title = "Remote Sensing Scientists and Technologists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-1211.00"
slug = "role-15-1211-00"
title = "Computer Systems Analysts"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-2099.01"
slug = "role-15-2099-01"
title = "Bioinformatics Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-4099.03"
slug = "role-19-4099-03"
title = "Remote Sensing Technicians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "15-1242.00"
slug = "role-15-1242-00"
title = "Database Administrators"
tier = "Supplemental"

[[careerClusters]]
cluster = "Digital Technology"
slug = "digital-technology"

[[careerClusters]]
cluster = "Public Service & Safety"
slug = "public-service-safety"

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

[[studyPrograms]]
title = "Computer and Information Sciences and Support Services"
slug = "computer-and-information-sciences-and-support-services"

[[studyPrograms]]
title = "Health Professions and Related Programs"
slug = "health-professions-and-related-programs"

[[studyPrograms]]
title = "Homeland Security, Law Enforcement, Firefighting and Related Protective Services"
slug = "homeland-security-law-enforcement-firefighting-and-related-protective-services"

[[studyPrograms]]
title = "Multi/Interdisciplinary Studies"
slug = "multi-interdisciplinary-studies"

[[studyPrograms]]
title = "Physical Sciences"
slug = "physical-sciences"
