entityType = "role"
schemaVersion = "role.v1"
slug = "role-15-1251-00"
socCode = "15-1251.00"
title = "Computer Programmers"
summary = "Create, modify, and test the code and scripts that allow computer applications to run. Work from specifications drawn up by software and web developers or other individuals. May develop and write computer programs to store, locate, and retrieve specific documents, data, and information."
aliases = ["Analyst Programmer", "Computer Programmer", "Programmer", "Programmer Analyst", "Application Programmer Analyst", "Computer Programmer Analyst", "Internet Programmer", "Java Developer", "Web Applications Programmer", "Web Programmer", ".NET Programmer", "Application Programmer"]
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 = 88.04

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 8.99

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 2.52

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 0.45

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

[market]
medianWage = 98670
meanWage = 103640
pct10Wage = 52190
pct25Wage = 71860
pct75Wage = 128960
pct90Wage = 162090
employment = 109870
areaTitle = "U.S."

[industries]
count = 32

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 49490
medianWage = 98640
lq = 6.45

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 10150
medianWage = 104750
lq = 4.9

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 9300
medianWage = 87360
lq = 0.96

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 8230
medianWage = 96610
lq = 0.9

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 6450
medianWage = 106970
lq = 1.45

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 4030
medianWage = 99590
lq = 0.63

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 3850
medianWage = 106470
lq = 1.92

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 3280
medianWage = 83380
lq = 0.76

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1930
medianWage = 130750
lq = 1.02

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 1910
medianWage = 93960
lq = 2.32

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1720
medianWage = 101140
lq = 0.1

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 1350
medianWage = 81010
lq = 0.23

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 49490
lq = 6.45

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 230
lq = 5.31

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 10150
lq = 4.9

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 1910
lq = 2.32

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 700
lq = 2.19

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 110
lq = 2.17

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 3850
lq = 1.92

[[industries.concentrated]]
naics = "332710"
slug = "332710"
title = "Machine Shops"
level = "National industry"
employment = 300
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 = 90
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.9
beta = 0.95
gamma = 1

[aiOutlook.bls]
growthPercent = -6
growthPercentile = 10
direction = "Declining"
annualOpeningsThousands = 5.5
annualOpeningsPercentile = 51
employment2024Thousands = 121.2
employment2034Thousands = 113.9

[[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 = 0.31003178815648613
percentile = 90
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 = "Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced."
usagePercent = 2.4551269673676814
importance = 4.38

[[aiOutlook.usageTasks]]
task = "Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment."
usagePercent = 2.3979187293814115
importance = 4.15

[[aiOutlook.usageTasks]]
task = "Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic."
usagePercent = 2.1901408740021937
importance = 4.42

[[aiOutlook.usageTasks]]
task = "Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs."
usagePercent = 0.16998138934879156
importance = 3.5

[[aiOutlook.usageTasks]]
task = "Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program."
usagePercent = 0.1671055712812591
importance = 3.56

[[aiOutlook.usageTasks]]
task = "Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language."
usagePercent = 0.059467809325045494
importance = 3.58

[[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 = 17
skills = 113
capabilities = 120
tools = 293
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "28cc4216ca48bcdb"

[[tasks]]
text = "Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced."
type = "Core"
iwa = "4.A.1.b.2.h"

[[tasks]]
text = "Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes."
type = "Core"
iwa = "4.A.4.b.1.a"

[[tasks]]
text = "Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct."
type = "Core"
iwa = "4.A.1.b.2.h"

[[tasks]]
text = "Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language."
type = "Core"
iwa = "4.A.2.b.2.o"

[[tasks]]
text = "Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program."
type = "Core"
iwa = "4.A.3.b.6.i"

[[tasks]]
text = "Train subordinates in programming and program coding."
type = "Supplemental"
iwa = "4.A.4.b.3.e"

[[tasks]]
text = "Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs."
type = "Core"
iwa = "4.A.4.b.1.a"

[[tasks]]
text = "Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer."
type = "Core"
iwa = "4.A.1.b.2.h"

[[tasks]]
text = "Write or contribute to instructions or manuals to guide end users."
type = "Core"
iwa = "4.A.3.b.6.l"

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

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

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

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

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

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

[[activities]]
name = "Prepare instruction manuals."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Test computer system operations to ensure proper functioning."
iwa = "4.A.1.b.2.h"

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

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

[[activities]]
name = "Assign duties or work schedules to employees."
iwa = "4.A.4.b.1.f"

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

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

[[activities]]
name = "Develop computer or online applications."
iwa = "4.A.2.b.2.b"

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

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.87

[[capabilities]]
name = "Programming"
family = "transferable_skill"
value = 4.75

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.88

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.75

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.75

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.53

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.5

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

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.47

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.41

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.3

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.26

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

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

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

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.12

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

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

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

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

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 3.12

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

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

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

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3

[[capabilities]]
name = "Originality"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Active Learning"
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 = "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 = "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 Visio"
type = "Specialized Skill"

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

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

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

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

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

[[skills]]
name = "IBM DB2"
type = "Specialized Skill"

[[tools]]
example = "C#"
category = "Object or component oriented development 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 = "Extensible markup language XML"
category = "Enterprise application integration software"
hot = true
inDemand = true

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

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

[[tools]]
example = "Microsoft Visual Studio"
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 = "R"
category = "Object or component oriented development software"
hot = true
inDemand = true

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

[[tools]]
example = "Ansible software"
category = "Expert system 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 user interface and query 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 = "Object or component oriented development 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 = "Atlassian Confluence"
category = "Project management software"
hot = true
inDemand = false

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

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

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

[[workContext]]
name = "Spend Time Sitting"
value = 4.84

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.58

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.26

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.22

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.21

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

[[workContext]]
name = "Time Pressure"
value = 4.04

[[workContext]]
name = "Level of Competition"
value = 3.55

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.43

[[workContext]]
name = "Telephone Conversations"
value = 3.41

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.4

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.28

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.15

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.14

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.14

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.9

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.69

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.67

[[workContext]]
name = "Physical Proximity"
value = 2.56

[[workContext]]
name = "Consequence of Error"
value = 2.54

[[workContext]]
name = "Public Speaking"
value = 2.48

[[workContext]]
name = "Conflict Situations"
value = 2.48

[[workContext]]
name = "Frequency of Decision Making"
value = 2.33

[[workContext]]
name = "Degree of Automation"
value = 2.29

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.28

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.21

[[workContext]]
name = "Written Letters and Memos"
value = 1.67

[[workContext]]
name = "Spend Time Standing"
value = 1.62

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.59

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.37

[[workContext]]
name = "Health and Safety of Other Workers"
value = 1.28

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.26

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.2

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.19

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.18

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.13

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.13

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.1

[[workContext]]
name = "Exposed to Contaminants"
value = 1.07

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 6.86

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.92

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.1

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 4.17

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.37

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

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

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.64

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.51

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 2.24

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 2.2

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.09

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.03

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.98

[[personFit]]
name = "Innovation"
family = "work_style"
value = 1.94

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.86

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

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

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

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

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

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

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

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

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

[[relatedRoles]]
socCode = "15-1241.00"
slug = "role-15-1241-00"
title = "Computer Network Architects"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-1254.00"
slug = "role-15-1254-00"
title = "Web Developers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-9162.00"
slug = "role-51-9162-00"
title = "Computer Numerically Controlled Tool Programmers"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Business, Management, Marketing, and Related Support Services"
slug = "business-management-marketing-and-related-support-services"

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

[[studyPrograms]]
title = "Engineering/Engineering-Related Technologies/Technicians"
slug = "engineering-engineering-related-technologies-technicians"

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

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