entityType = "role"
schemaVersion = "role.v1"
slug = "role-15-1241-00"
socCode = "15-1241.00"
title = "Computer Network Architects"
summary = "Design and implement computer and information networks, such as local area networks (LAN), wide area networks (WAN), intranets, extranets, and other data communications networks. Perform network modeling, analysis, and planning, including analysis of capacity needs for network infrastructures. May also design network and computer security measures. May research and recommend network and data communications hardware and software."
aliases = ["Computer Network Technologist", "Network Analyst", "Solutions Architect", "Systems Engineer", "Network Consultant", "Network Systems Consultant", "Networking Systems Engineer", "System Programmer", "WAN Engineer (Wide Area Network Engineer)", "Wireless Network Engineer", "Cloud Architect", "Cloud Network Engineer"]
emergingTasks = []
aiSignals = []

[preparation]
jobZone = "4"
jobZoneName = "Job Zone Four: Considerable Preparation Needed"
education = "Most of these occupations require a four-year bachelor's degree, but some do not."
experience = "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified."
svpRange = "(7.0 to < 8.0)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 55

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 15

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 15

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 5

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 5

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 5

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

[market]
medianWage = 130390
meanWage = 135890
pct10Wage = 79520
pct25Wage = 102120
pct75Wage = 164440
pct90Wage = 198030
employment = 177010
areaTitle = "U.S."

[industries]
count = 37

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 65030
medianWage = 131470
lq = 5.26

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 32580
medianWage = 125140
lq = 9.76

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 17530
medianWage = 137770
lq = 5.44

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 17110
medianWage = 136230
lq = 2.39

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 10830
medianWage = 127800
lq = 1.04

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 6990
medianWage = 147170
lq = 1.01

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 6790
medianWage = 137280
lq = 0.46

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 6380
medianWage = 130670
lq = 2.1

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 4950
medianWage = 105810
lq = 0.32

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 4410
medianWage = 119450
lq = 0.17

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 4130
medianWage = 127160
lq = 3.11

[[industries.top]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 1860
medianWage = 136370
lq = 3.61

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 32580
lq = 9.76

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 17530
lq = 5.44

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 65030
lq = 5.26

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 1860
lq = 3.61

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 4130
lq = 3.11

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 250
lq = 3.05

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 17110
lq = 2.39

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 6380
lq = 2.1

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

[aiOutlook.index]
value = 82
percentile = 87
band = "High"
version = "ai-exposure-index-v1"
componentCount = 2

[[aiOutlook.index.components]]
percentile = 84
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 80
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.390625
beta = 0.6640625
gamma = 0.9375

[aiOutlook.bls]
growthPercent = 11.9
growthPercentile = 95
direction = "Growing fast"
annualOpeningsThousands = 11.2
annualOpeningsPercentile = 66
employment2024Thousands = 179.2
employment2034Thousands = 200.6

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.9375
percentile = 84
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 = 0.2519702133697844
percentile = 80
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 = "Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies."
usagePercent = 0.04467788783487874
importance = 3.6

[[aiOutlook.usageTasks]]
task = "Explain design specifications to integration or test engineers."
usagePercent = 0.02290383675213324
importance = 3.31

[[aiOutlook.usageTasks]]
task = "Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes."
usagePercent = 0.012633057939517437
importance = 4.35

[[aiOutlook.usageTasks]]
task = "Develop conceptual, logical, or physical network designs."
usagePercent = 0.011605980058255857
importance = 3.75

[[aiOutlook.usageTasks]]
task = "Maintain networks by performing activities such as file addition, deletion, or backup."
usagePercent = 0.010065363236363487
importance = 4.16

[[aiOutlook.usageTasks]]
task = "Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems."
usagePercent = 0.009859947660111171
importance = 3.8

[[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 = 33
skills = 107
capabilities = 120
tools = 278
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "169e1784a6b11816"

[[tasks]]
text = "Develop disaster recovery plans."
type = "Core"
iwa = "4.A.2.b.2.p"

[[tasks]]
text = "Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes."
type = "Core"
iwa = "4.A.3.b.2.f"

[[tasks]]
text = "Develop and implement solutions for network problems."
type = "Core"
iwa = "4.A.3.b.1.d"

[[tasks]]
text = "Maintain networks by performing activities such as file addition, deletion, or backup."
type = "Core"
iwa = "4.A.3.b.5.c"

[[tasks]]
text = "Coordinate network operations, maintenance, repairs, or upgrades."
type = "Core"
iwa = "4.A.3.b.5.c"

[[tasks]]
text = "Coordinate installation of new equipment."
type = "Core"
iwa = "4.A.4.b.4.e"

[[tasks]]
text = "Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning."
type = "Core"
iwa = "4.A.1.a.2.j"

[[tasks]]
text = "Develop network-related documentation."
type = "Core"
iwa = "4.A.3.b.6.i"

[[tasks]]
text = "Develop and write procedures for installation, use, or troubleshooting of communications hardware or software."
type = "Core"
iwa = "4.A.3.b.2.f"

[[tasks]]
text = "Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Adjust network sizes to meet volume or capacity demands."
type = "Core"
iwa = "4.A.3.b.5.c"

[[activities]]
name = "Maintain computer networks to enhance performance and user access."
iwa = "4.A.3.b.5.c"

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

[[activities]]
name = "Provide technical support for computer network issues."
iwa = "4.A.4.b.6.d"

[[activities]]
name = "Coordinate software or hardware installation."
iwa = "4.A.4.b.4.e"

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

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

[[activities]]
name = "Configure computer networks."
iwa = "4.A.3.b.1.c"

[[activities]]
name = "Teach others to use computer equipment or hardware."
iwa = "4.A.4.b.3.e"

[[activities]]
name = "Develop specifications for computer network operation."
iwa = "4.A.3.b.2.a"

[[activities]]
name = "Resolve computer network problems."
iwa = "4.A.3.b.1.d"

[[activities]]
name = "Develop testing routines or procedures."
iwa = "4.A.3.b.2.f"

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

[[activities]]
name = "Maintain contingency plans for disaster recovery."
iwa = "4.A.2.b.2.p"

[[activities]]
name = "Document network-related activities or tasks."
iwa = "4.A.3.b.6.i"

[[activities]]
name = "Develop information communication procedures."
iwa = "4.A.3.b.2.f"

[[activities]]
name = "Manage documentation to ensure organization or accuracy."
iwa = "4.A.4.b.1.g"

[[activities]]
name = "Develop computer or information security policies or procedures."
iwa = "4.A.3.b.2.f"

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

[[activities]]
name = "Manage budgets for appropriate resource allocation."
iwa = "4.A.4.b.4.h"

[[activities]]
name = "Monitor the performance of computer networks."
iwa = "4.A.1.a.2.j"

[[activities]]
name = "Analyze website or related online data to track trends or usage."
iwa = "4.A.2.a.4.b"

[[activities]]
name = "Estimate time or monetary resources needed to complete projects."
iwa = "4.A.1.b.3.b"

[[activities]]
name = "Evaluate project designs to determine adequacy or feasibility."
iwa = "4.A.2.a.1.j"

[[activities]]
name = "Communicate project information to others."
iwa = "4.A.4.a.2.h"

[[activities]]
name = "Maintain computer hardware."
iwa = "4.A.3.b.5.c"

[[activities]]
name = "Analyze data to identify or resolve operational problems."
iwa = "4.A.2.a.4.g"

[[activities]]
name = "Modify software programs to improve performance."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Install computer software."
iwa = "4.A.3.b.1.c"

[[activities]]
name = "Install computer hardware."
iwa = "4.A.3.b.1.c"

[[activities]]
name = "Manage financial activities of the organization."
iwa = "4.A.4.b.4.h"

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

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

[[activities]]
name = "Supervise information technology personnel."
iwa = "4.A.4.b.4.a"

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

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.68

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 4.25

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 4.25

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 4

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 4

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 4

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Programming"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.8

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.62

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.3

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.25

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.2

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

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

[[capabilities]]
name = "Technology Design"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.12

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

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.05

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Spring Framework"
type = "Specialized Skill"

[[skills]]
name = "Spring Boot"
type = "Specialized Skill"

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

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

[[skills]]
name = "Red Hat Enterprise Linux"
type = "Specialized Skill"

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

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

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

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

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

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

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

[[skills]]
name = "Microsoft Windows"
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 = "Microsoft Project"
type = "Specialized Skill"

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

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

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

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

[[tools]]
example = "Ansible software"
category = "Expert system software"
hot = true
inDemand = true

[[tools]]
example = "Border Gateway Protocol BGP"
category = "Switch or router software"
hot = true
inDemand = true

[[tools]]
example = "IBM Terraform"
category = "Configuration management software"
hot = true
inDemand = true

[[tools]]
example = "Linux"
category = "Operating system 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 PowerShell"
category = "Development environment software"
hot = true
inDemand = true

[[tools]]
example = "Oracle Java"
category = "Object or component oriented development 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 After Effects"
category = "Video creation and editing software"
hot = true
inDemand = false

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

[[tools]]
example = "Amazon DynamoDB"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Amazon Elastic Compute Cloud EC2"
category = "Data base user interface and query software"
hot = true
inDemand = false

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

[[tools]]
example = "Amazon Web Services AWS CloudFormation"
category = "Cloud-based management software"
hot = true
inDemand = false

[[tools]]
example = "Apache Cassandra"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Hadoop"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Hive"
category = "Data base management system software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Apache Spark"
category = "Business intelligence and data analysis software"
hot = true
inDemand = false

[[tools]]
example = "Apache Subversion SVN"
category = "File versioning software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Atlassian Confluence"
category = "Project management software"
hot = true
inDemand = false

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

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

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

[[tools]]
example = "Bash"
category = "Operating system 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 = "Chef"
category = "Configuration management software"
hot = true
inDemand = false

[[tools]]
example = "Cisco Webex"
category = "Video conferencing software"
hot = true
inDemand = false

[[tools]]
example = "Dassault Systemes SolidWorks"
category = "Computer aided design CAD software"
hot = true
inDemand = false

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

[[workContext]]
name = "E-Mail"
value = 5

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.72

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.45

[[workContext]]
name = "Telephone Conversations"
value = 4.4

[[workContext]]
name = "Spend Time Sitting"
value = 4.3

[[workContext]]
name = "Contact With Others"
value = 4.15

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.1

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.95

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.9

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.8

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.75

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.6

[[workContext]]
name = "Time Pressure"
value = 3.6

[[workContext]]
name = "Level of Competition"
value = 3.45

[[workContext]]
name = "Consequence of Error"
value = 3.4

[[workContext]]
name = "Frequency of Decision Making"
value = 3.35

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.3

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.25

[[workContext]]
name = "Physical Proximity"
value = 3.1

[[workContext]]
name = "Written Letters and Memos"
value = 3

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.9

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.75

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.65

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.65

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.65

[[workContext]]
name = "Spend Time Standing"
value = 2.55

[[workContext]]
name = "Public Speaking"
value = 2.5

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.5

[[workContext]]
name = "Degree of Automation"
value = 2.45

[[workContext]]
name = "Conflict Situations"
value = 2.4

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.21

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.95

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

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.8

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.75

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.7

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.7

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.63

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.6

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.6

[[personFit]]
name = "Dependability"
family = "work_style"
value = 7

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 6.58

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 6

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.28

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.06

[[personFit]]
name = "Integrity"
family = "work_style"
value = 5

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 4.91

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.04

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

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 3.6

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 3.43

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.2

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 3

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.93

[[personFit]]
name = "Innovation"
family = "work_style"
value = 2.36

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.25

[[relatedRoles]]
socCode = "15-1231.00"
slug = "role-15-1231-00"
title = "Computer Network Support Specialists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "15-1244.00"
slug = "role-15-1244-00"
title = "Network and Computer Systems Administrators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "15-1299.08"
slug = "role-15-1299-08"
title = "Computer Systems Engineers/Architects"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "15-1241.01"
slug = "role-15-1241-01"
title = "Telecommunications Engineering Specialists"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "15-1252.00"
slug = "role-15-1252-00"
title = "Software Developers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-1299.05"
slug = "role-15-1299-05"
title = "Information Security Engineers"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "17-2061.00"
slug = "role-17-2061-00"
title = "Computer Hardware Engineers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-1212.00"
slug = "role-15-1212-00"
title = "Information Security Analysts"
tier = "Supplemental"

[[relatedRoles]]
socCode = "15-1232.00"
slug = "role-15-1232-00"
title = "Computer User Support Specialists"
tier = "Supplemental"

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

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

[[studyPrograms]]
title = "Engineering"
slug = "engineering"
