entityType = "role"
schemaVersion = "role.v1"
slug = "role-15-1299-03"
socCode = "15-1299.03"
title = "Document Management Specialists"
summary = "Implement and administer enterprise-wide document management systems and related procedures that allow organizations to capture, store, retrieve, share, and destroy electronic records and documents."
aliases = ["Document Control Manager", "ECM Consultant (Enterprise Content Management Consultant)", "Electronic Content Manager", "Records Manager", "Business Records Manager", "Certified Document Imaging Architect", "Document Management Consultant", "Record Systems Analyst", "Records and Information Management Consultant (RIM Consultant)", "Records and Information Management Specialist (RIM Specialist)", "Clinical Documentation Specialist", "Commercial Loan Documentation Specialist"]
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 = 60

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 15

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 10

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 10

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

[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 = 0.22222222222222224
beta = 0.6111111111111112
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 = "Search electronic sources, such as databases or repositories, or manual sources for information."
usagePercent = 0.10599443734619507
importance = 3.41

[[aiOutlook.usageTasks]]
task = "Analyze, interpret, or disseminate system performance data."
usagePercent = 0.06634923112949809
importance = 2.81

[[aiOutlook.usageTasks]]
task = "Document technical functions and specifications for new or proposed content management systems."
usagePercent = 0.02557423924341335
importance = 3.67

[[aiOutlook.usageTasks]]
task = "Assist in the assessment, acquisition, or deployment of new electronic document management systems."
usagePercent = 0.014892629278292916
importance = 4.16

[[aiOutlook.usageTasks]]
task = "Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures."
usagePercent = 0.011708687846382015
importance = 3.76

[[aiOutlook.usageTasks]]
task = "Administer document and system access rights and revision control to ensure security of system and integrity of master documents."
usagePercent = 0.008935577566975748
importance = 4.14

[[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 = 23
skills = 65
capabilities = 120
tools = 106
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "a9f0efc43a6255e9"

[[tasks]]
text = "Assist in determining document management policies to facilitate efficient, legal, and secure access to electronic content."
type = "Core"
iwa = "4.A.3.b.2.f"

[[tasks]]
text = "Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists."
type = "Core"
iwa = "4.A.1.a.1.d"

[[tasks]]
text = "Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Develop, document, or maintain standards, best practices, or system usage procedures."
type = "Core"
iwa = "4.A.3.b.2.a"

[[tasks]]
text = "Assist in the assessment, acquisition, or deployment of new electronic document management systems."
type = "Core"
iwa = "4.A.2.a.1.g"

[[tasks]]
text = "Administer document and system access rights and revision control to ensure security of system and integrity of master documents."
type = "Core"
iwa = "4.A.3.b.1.b"

[[tasks]]
text = "Write, review, or execute plans for testing new or established document management systems."
type = "Core"
iwa = "4.A.3.b.2.f"

[[tasks]]
text = "Prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff."
type = "Core"
iwa = "4.A.4.b.1.g"

[[tasks]]
text = "Monitor regulatory activity to maintain compliance with records and document management laws."
type = "Core"
iwa = "4.A.1.a.2.k"

[[tasks]]
text = "Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary."
type = "Core"
iwa = "4.A.1.a.1.d"

[[tasks]]
text = "Keep abreast of developments in document management technologies and techniques by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences."
type = "Core"
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Monitor operational activities to ensure compliance with regulations or standard operating procedures."
iwa = "4.A.1.a.2.k"

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

[[activities]]
name = "Retrieve information from electronic sources."
iwa = "4.A.1.a.1.d"

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

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

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

[[activities]]
name = "Develop procedures for data entry or processing."
iwa = "4.A.3.b.2.f"

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

[[activities]]
name = "Develop performance metrics or standards related to information technology."
iwa = "4.A.3.b.2.a"

[[activities]]
name = "Document operational procedures."
iwa = "4.A.3.b.6.h"

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

[[activities]]
name = "Collect data about customer needs."
iwa = "4.A.1.a.1.n"

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

[[activities]]
name = "Assess the cost effectiveness of products, projects, or services."
iwa = "4.A.2.a.1.g"

[[activities]]
name = "Analyze costs and benefits of proposed designs or projects."
iwa = "4.A.2.a.4.e"

[[activities]]
name = "Develop procedures for data management."
iwa = "4.A.3.b.2.f"

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

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

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

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

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.9

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.85

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.8

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

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

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

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

[[capabilities]]
name = "Problem Sensitivity"
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 = "Monitoring"
family = "essential_skill"
value = 3.62

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

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.55

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.5

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.35

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

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.25

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.12

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

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

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

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

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

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

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Oracle SQL Developer"
type = "Specialized Skill"

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

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

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

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

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

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

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

[[skills]]
name = "IBM WebSphere MQ"
type = "Specialized Skill"

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

[[skills]]
name = "Google Analytics"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft SharePoint"
category = "Document management software"
hot = true
inDemand = true

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

[[tools]]
example = "Adobe Acrobat"
category = "Document management 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

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

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

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

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

[[tools]]
example = "Google Analytics"
category = "Data mining software"
hot = true
inDemand = false

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

[[tools]]
example = "IBM DB2"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "IBM WebSphere MQ"
category = "Cloud-based management 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 Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Microsoft Visio"
category = "Process mapping and design software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visual Basic"
category = "Development environment software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Oracle SQL Developer"
category = "Development environment software"
hot = true
inDemand = false

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

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

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

[[tools]]
example = "Ademero Content Central"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Adobe Dreamweaver"
category = "Web page creation and editing software"
hot = false
inDemand = false

[[tools]]
example = "Advanced Processing and Imaging OptiView ECM"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Alfresco Software Alfresco"
category = "Document management software"
hot = false
inDemand = false

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

[[tools]]
example = "Apple Final Cut Pro"
category = "Video creation and editing software"
hot = false
inDemand = false

[[tools]]
example = "Autonomy iManage WorkSite"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Business process management BPM software"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Cabinet NG CNG-SAFE"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "CAPSYS Capture"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

[[workContext]]
name = "Telephone Conversations"
value = 4.74

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.59

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.22

[[workContext]]
name = "Spend Time Sitting"
value = 4.1

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.05

[[workContext]]
name = "Written Letters and Memos"
value = 3.95

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

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.8

[[workContext]]
name = "Contact With Others"
value = 3.79

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.72

[[workContext]]
name = "Time Pressure"
value = 3.7

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.61

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.37

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.15

[[workContext]]
name = "Frequency of Decision Making"
value = 3.11

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.05

[[workContext]]
name = "Level of Competition"
value = 3.05

[[workContext]]
name = "Degree of Automation"
value = 3

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.89

[[workContext]]
name = "Physical Proximity"
value = 2.89

[[workContext]]
name = "Consequence of Error"
value = 2.79

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

[[workContext]]
name = "Public Speaking"
value = 2.63

[[workContext]]
name = "Conflict Situations"
value = 2.55

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.44

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.2

[[workContext]]
name = "Spend Time Standing"
value = 2.16

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.15

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.89

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.85

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.84

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.65

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 1.65

[[workContext]]
name = "Exposed to Contaminants"
value = 1.58

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.42

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.4

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.37

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.35

[[workContext]]
name = "Exposed to High Places"
value = 1.35

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.74

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5.79

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 5.64

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.89

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 3.15

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.93

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 2.87

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.29

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.07

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.06

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 1.93

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 1.89

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.81

[[relatedRoles]]
socCode = "13-1111.00"
slug = "role-13-1111-00"
title = "Management Analysts"
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 = "29-9021.00"
slug = "role-29-9021-00"
title = "Health Information Technologists and Medical Registrars"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-2072.00"
slug = "role-29-2072-00"
title = "Medical Records Specialists"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "11-3012.00"
slug = "role-11-3012-00"
title = "Administrative Services Managers"
tier = "Primary-Long"

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

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

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

[[relatedRoles]]
socCode = "43-4071.00"
slug = "role-43-4071-00"
title = "File Clerks"
tier = "Supplemental"

[[relatedRoles]]
socCode = "43-9111.00"
slug = "role-43-9111-00"
title = "Statistical Assistants"
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"
