entityType = "role"
schemaVersion = "role.v1"
slug = "role-15-1254-00"
socCode = "15-1254.00"
title = "Web Developers"
summary = "Develop and implement websites, web applications, application databases, and interactive web interfaces. Evaluate code to ensure that it is properly structured, meets industry standards, and is compatible with browsers and devices. Optimize website performance, scalability, and server-side code and processes. May develop website infrastructure and integrate websites with other computer applications."
aliases = ["Web Architect", "Web Design Specialist", "Web Developer", "Webmaster", "Technology Applications Engineer", "Back End Developer", "Back End Engineer", "Back End Software Engineer", "Back-End Web Developer", "Computer Graphic Artist", "Computer Graphic Designer", "Front End Developer"]
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)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 45.83

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 16.67

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 16.67

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 8.33

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 4.17

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4.17

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 4.17

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

[market]
medianWage = 90930
meanWage = 98790
pct10Wage = 48560
pct25Wage = 63140
pct75Wage = 124300
pct90Wage = 162870
employment = 78860
areaTitle = "U.S."

[industries]
count = 34

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 34260
medianWage = 85070
lq = 6.22

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 11950
medianWage = 113800
lq = 8.04

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 6350
medianWage = 82080
lq = 0.91

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 4540
medianWage = 115690
lq = 0.98

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 3780
medianWage = 114590
lq = 1.19

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 3210
medianWage = 77620
lq = 1.04

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 3020
medianWage = 101010
lq = 2.1

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 2890
medianWage = 85640
lq = 0.44

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 2270
medianWage = 61440
lq = 0.28

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2210
medianWage = 123840
lq = 1.63

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 2010
medianWage = 81350
lq = 0.89

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1090
medianWage = 84500
lq = 0.09

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 11950
lq = 8.04

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 34260
lq = 6.22

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 190
lq = 6.11

[[industries.concentrated]]
naics = "513110"
slug = "513110"
title = "Newspaper Publishers"
level = "National industry"
employment = 200
lq = 4.31

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 550
lq = 2.39

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 3020
lq = 2.1

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2210
lq = 1.63

[[industries.concentrated]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 240
lq = 1.58

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

[aiOutlook.index]
value = 96
percentile = 99
band = "High"
version = "ai-exposure-index-v1"
componentCount = 2

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

[[aiOutlook.index.components]]
percentile = 97
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.8653846153846154
beta = 0.9326923076923077
gamma = 1

[aiOutlook.bls]
growthPercent = 7.5
growthPercentile = 87
direction = "Growing fast"
annualOpeningsThousands = 5.4
annualOpeningsPercentile = 50
employment2024Thousands = 86
employment2034Thousands = 92.5

[[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 = 0.3531275801205572
percentile = 97
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 = "Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media."
usagePercent = 2.361765587961004
importance = 4.42

[[aiOutlook.usageTasks]]
task = "Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups."
usagePercent = 0.4348647749261531
importance = 3.83

[[aiOutlook.usageTasks]]
task = "Write supporting code for Web applications or Web sites."
usagePercent = 0.41103656808088446
importance = 4.58

[[aiOutlook.usageTasks]]
task = "Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems."
usagePercent = 0.2691971126786602
importance = 4.09

[[aiOutlook.usageTasks]]
task = "Develop or implement procedures for ongoing Web site revision."
usagePercent = 0.1037348660074196
importance = 3.29

[[aiOutlook.usageTasks]]
task = "Evaluate or recommend server hardware or software."
usagePercent = 0.05515408222374686
importance = 3.11

[[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 = 132
capabilities = 120
tools = 251
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "86b74fe644974159"

[[tasks]]
text = "Write supporting code for Web applications or Web sites."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Back up files from Web sites to local directories for instant recovery in case of problems."
type = "Core"
iwa = "4.A.3.b.1.b"

[[tasks]]
text = "Select programming languages, design tools, or applications."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems."
type = "Core"
iwa = "4.A.1.b.2.h"

[[tasks]]
text = "Develop databases that support Web applications and Web sites."
type = "Core"
iwa = "4.A.2.b.2.f"

[[tasks]]
text = "Perform Web site tests according to planned schedules, or after any Web site or product revision."
type = "Core"
iwa = "4.A.1.b.2.h"

[[tasks]]
text = "Perform or direct Web site updates."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Analyze user needs to determine technical requirements."
type = "Core"
iwa = "4.A.2.a.4.e"

[[tasks]]
text = "Monitor security system performance logs to identify problems and notify security specialists when problems occur."
type = "Supplemental"
iwa = "4.A.1.a.2.j"

[[tasks]]
text = "Renew domain name registrations."
type = "Core"
iwa = "4.A.3.b.1.f"

[[activities]]
name = "Design websites or web applications."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Update website content."
iwa = "4.A.3.b.1.f"

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

[[activities]]
name = "Create electronic data backup to prevent loss of information."
iwa = "4.A.3.b.1.b"

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

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

[[activities]]
name = "Analyze project data to determine specifications or requirements."
iwa = "4.A.2.a.4.e"

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

[[activities]]
name = "Collaborate with others to develop or implement marketing strategies."
iwa = "4.A.4.a.2.e"

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

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

[[activities]]
name = "Provide customer service to clients or users."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Develop specifications or procedures for website development or maintenance."
iwa = "4.A.3.b.2.a"

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

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

[[activities]]
name = "Monitor the security of digital information."
iwa = "4.A.1.a.2.j"

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

[[activities]]
name = "Evaluate utility of software or hardware technologies."
iwa = "4.A.2.a.1.g"

[[activities]]
name = "Provide recommendations to others about computer hardware."
iwa = "4.A.4.b.6.d"

[[activities]]
name = "Document design or development procedures."
iwa = "4.A.3.b.6.i"

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

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

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

[[activities]]
name = "Develop diagrams or flow charts of system operation."
iwa = "4.A.2.b.2.o"

[[activities]]
name = "Implement security measures for computer or information systems."
iwa = "4.A.3.b.1.b"

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.38

[[capabilities]]
name = "Programming"
family = "transferable_skill"
value = 4.12

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.88

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

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Operations Analysis"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.62

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.54

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

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

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.5

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.5

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.38

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

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.35

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

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.21

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

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

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.12

[[capabilities]]
name = "Originality"
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 = "Visualization"
family = "ability"
value = 3.12

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 2.96

[[capabilities]]
name = "Design"
family = "knowledge"
value = 2.96

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Apache Kafka"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Kubernetes"
category = "Application server 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 = "MongoDB"
category = "Data base management system software"
hot = true
inDemand = true

[[tools]]
example = "MySQL"
category = "Data base management system software"
hot = true
inDemand = true

[[tools]]
example = "Node.js"
category = "Web platform development software"
hot = true
inDemand = true

[[tools]]
example = "NoSQL"
category = "Data base management system software"
hot = true
inDemand = true

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

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

[[tools]]
example = "PostgreSQL"
category = "Object oriented data base management software"
hot = true
inDemand = true

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

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

[[tools]]
example = "Spring Boot"
category = "Application server software"
hot = true
inDemand = true

[[tools]]
example = "Spring Framework"
category = "Web platform 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 = "TypeScript"
category = "Object or component oriented development software"
hot = true
inDemand = true

[[tools]]
example = "Vue.js"
category = "Web platform development software"
hot = true
inDemand = true

[[tools]]
example = "WordPress"
category = "Web page creation and editing 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 InDesign"
category = "Desktop publishing software"
hot = true
inDemand = false

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

[[workContext]]
name = "E-Mail"
value = 4.79

[[workContext]]
name = "Spend Time Sitting"
value = 4.79

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.42

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.38

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.33

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.25

[[workContext]]
name = "Telephone Conversations"
value = 4.17

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.17

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.08

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.04

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4

[[workContext]]
name = "Time Pressure"
value = 4

[[workContext]]
name = "Contact With Others"
value = 3.88

[[workContext]]
name = "Level of Competition"
value = 3.83

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.5

[[workContext]]
name = "Frequency of Decision Making"
value = 3.25

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.21

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.12

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.04

[[workContext]]
name = "Conflict Situations"
value = 2.88

[[workContext]]
name = "Consequence of Error"
value = 2.88

[[workContext]]
name = "Physical Proximity"
value = 2.75

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.75

[[workContext]]
name = "Written Letters and Memos"
value = 2.54

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.5

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.46

[[workContext]]
name = "Degree of Automation"
value = 2

[[workContext]]
name = "Public Speaking"
value = 1.96

[[workContext]]
name = "Health and Safety of Other Workers"
value = 1.83

[[workContext]]
name = "Spend Time Standing"
value = 1.67

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.46

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.21

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.17

[[workContext]]
name = "Exposed to Contaminants"
value = 1.17

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.17

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.17

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.17

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.08

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.08

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.08

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.03

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.01

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

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 4

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.13

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

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 2.98

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.96

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.67

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 2.55

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 2.46

[[personFit]]
name = "Media"
family = "specific_interest_area"
value = 2.37

[[personFit]]
name = "Innovation"
family = "work_style"
value = 2.3

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.22

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.19

[[relatedRoles]]
socCode = "15-1255.00"
slug = "role-15-1255-00"
title = "Web and Digital Interface Designers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "15-1299.01"
slug = "role-15-1299-01"
title = "Web Administrators"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "15-1251.00"
slug = "role-15-1251-00"
title = "Computer Programmers"
tier = "Primary-Short"

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

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

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

[[relatedRoles]]
socCode = "13-1161.01"
slug = "role-13-1161-01"
title = "Search Marketing Strategists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-1299.07"
slug = "role-15-1299-07"
title = "Blockchain Engineers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "15-1253.00"
slug = "role-15-1253-00"
title = "Software Quality Assurance Analysts and Testers"
tier = "Supplemental"

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

[[careerClusters]]
cluster = "Arts, Entertainment, & Design"
slug = "arts-entertainment-design"

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

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