entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-4022-00"
socCode = "25-4022.00"
title = "Librarians and Media Collections Specialists"
summary = "Administer and maintain libraries or collections of information, for public or private access through reference or borrowing. Work in a variety of settings, such as educational institutions, museums, and corporations, and with various types of informational materials, such as books, periodicals, recordings, films, and databases. Tasks may include acquiring, cataloging, and circulating library materials, and user services such as locating and organizing information, providing instruction on how to access information, and setting up and operating a library's media equipment."
aliases = ["Librarian", "Library Media Specialist", "Media Specialist", "Reference Librarian", "Catalog Librarian", "Instructional Technology Specialist", "Media Technician", "Multimedia Services Coordinator", "Reference and Instruction Librarian", "Technical Services Librarian", "Access Services Librarian", "Acquisitions Librarian"]
emergingTasks = []
aiSignals = []

[preparation]
jobZone = "5"
jobZoneName = "Job Zone Five: Extensive Preparation Needed"
education = "Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree)."
experience = "Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job."
svpRange = "(8.0 and above)"

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 64.65

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 10.22

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 8.19

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 4.67

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 4.45

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 3.65

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 2.74

[educationLevel]
category = "Master's degree"
slug = "master-s-degree"

[market]
medianWage = 64320
meanWage = 69180
pct10Wage = 38920
pct25Wage = 50920
pct75Wage = 80640
pct90Wage = 100880
employment = 131830
areaTitle = "U.S."

[industries]
count = 19

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 72910
medianWage = 68550
lq = 6.25

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 7380
medianWage = 59990
lq = 2.97

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1300
medianWage = 79460
lq = 0.14

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 1180
medianWage = 55120
lq = 0.52

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 980
medianWage = 70420
lq = 0.05

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 580
medianWage = 43790
lq = 0.08

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 390
medianWage = 56670
lq = 0.1

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 260
medianWage = 49850
lq = 0.05

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 200
medianWage = 70600
lq = 0.08

[[industries.top]]
naics = "513110"
slug = "513110"
title = "Newspaper Publishers"
level = "National industry"
employment = 70

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 50
medianWage = 74550

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 50
medianWage = 65180

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 72910
lq = 6.25

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 7380
lq = 2.97

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 1180
lq = 0.52

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1300
lq = 0.14

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 390
lq = 0.1

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 200
lq = 0.08

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 580
lq = 0.08

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 260
lq = 0.05

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

[aiOutlook.index]
value = 80
percentile = 83
band = "High"
version = "ai-exposure-index-v1"
componentCount = 2

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

[[aiOutlook.index.components]]
percentile = 81
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.15789473684210525
beta = 0.5350877192982456
gamma = 0.9122807017543859

[aiOutlook.bls]
growthPercent = 1.7
growthPercentile = 38
direction = "About average"
annualOpeningsThousands = 13.5
annualOpeningsPercentile = 70
employment2024Thousands = 142.1
employment2034Thousands = 144.5

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.9122807017543859
percentile = 80
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 = 0.25429923319962655
percentile = 81
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 = "Analyze patrons' requests to determine needed information and assist in furnishing or locating that information."
usagePercent = 0.2701214827717956
importance = 4.09

[[aiOutlook.usageTasks]]
task = "Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions."
usagePercent = 0.1534454354604801
importance = 4.14

[[aiOutlook.usageTasks]]
task = "Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials."
usagePercent = 0.03409898565788447
importance = 3.67

[[aiOutlook.usageTasks]]
task = "Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects."
usagePercent = 0.029271719615955035
importance = 3.58

[[aiOutlook.usageTasks]]
task = "Locate unusual or unique information in response to specific requests."
usagePercent = 0.0281419339465673
importance = 3.79

[[aiOutlook.usageTasks]]
task = "Respond to customer complaints, taking action as necessary."
usagePercent = 0.005957051711317166
importance = 3.89

[[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 = 30
skills = 58
capabilities = 120
tools = 81
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "80dd4392a571b271"

[[tasks]]
text = "Check books in and out of the library."
type = "Core"
iwa = "4.A.4.c.1.a"

[[tasks]]
text = "Teach library patrons basic computer skills, such as searching computerized databases."
type = "Core"
iwa = "4.A.4.b.3.e"

[[tasks]]
text = "Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources."
type = "Core"
iwa = "4.A.2.b.1.j"

[[tasks]]
text = "Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions."
type = "Core"
iwa = "4.A.1.a.1.d"

[[tasks]]
text = "Analyze patrons' requests to determine needed information and assist in furnishing or locating that information."
type = "Core"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Supervise daily library operations, budgeting, planning, and personnel activities, such as hiring, training, scheduling, and performance evaluations."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Plan and teach classes on topics such as information literacy, library instruction, and technology use."
type = "Core"
iwa = "4.A.4.b.3.e"

[[tasks]]
text = "Confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems."
type = "Core"
iwa = "4.A.4.c.1.a"

[[tasks]]
text = "Respond to customer complaints, taking action as necessary."
type = "Core"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Explain use of library facilities, resources, equipment, and services, and provide information about library policies."
type = "Core"
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Process library materials."
iwa = "4.A.4.c.1.a"

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

[[activities]]
name = "Select educational materials or equipment."
iwa = "4.A.2.b.1.j"

[[activities]]
name = "Maintain operational records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Maintain inventories of materials, equipment, or products."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Search information sources to find specific data."
iwa = "4.A.1.a.1.d"

[[activities]]
name = "Help patrons use library or archival resources."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Direct department activities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Confer with others to conduct or arrange operational activities."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Classify materials according to standard systems."
iwa = "4.A.4.c.1.a"

[[activities]]
name = "Plan community programs or activities for the general public."
iwa = "4.A.2.b.6.a"

[[activities]]
name = "Troubleshoot equipment or systems operation problems."
iwa = "4.A.2.b.1.b"

[[activities]]
name = "Diagnose equipment malfunctions."
iwa = "4.A.2.b.1.b"

[[activities]]
name = "Develop policies or procedures for archives, museums or libraries."
iwa = "4.A.3.b.2.f"

[[activities]]
name = "Train staff members."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Direct activities of subordinates."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Inspect materials or equipment to determine need for repair or replacement."
iwa = "4.A.1.b.2.j"

[[activities]]
name = "Develop library or archival databases."
iwa = "4.A.2.b.2.f"

[[activities]]
name = "Attend training sessions or professional meetings to develop or maintain professional knowledge."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Compile specialized bibliographies or lists of materials."
iwa = "4.A.2.a.2.c"

[[activities]]
name = "Collaborate with other teaching professionals to develop educational programs."
iwa = "4.A.4.a.2.f"

[[activities]]
name = "Negotiate purchases or contracts."
iwa = "4.A.4.a.7.b"

[[activities]]
name = "Order instructional or library materials or equipment."
iwa = "4.A.4.c.3.e"

[[activities]]
name = "Serve on institutional or departmental committees."
iwa = "4.A.4.b.4.b"

[[activities]]
name = "Operate audiovisual equipment."
iwa = "4.A.3.a.3.e"

[[activities]]
name = "Construct exhibits or parts of exhibits."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Maintain inventory records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Maintain the inventory of equipment."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Inventory materials or equipment."
iwa = "4.A.4.c.3.g"

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.61

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.39

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.25

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4.12

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4.12

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.04

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.97

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.84

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.27

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.25

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.25

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.25

[[capabilities]]
name = "Instructing"
family = "transferable_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 = "Complex Problem Solving"
family = "transferable_skill"
value = 3

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3

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

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 2.88

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

[[capabilities]]
name = "Originality"
family = "ability"
value = 2.88

[[capabilities]]
name = "Speed of Closure"
family = "ability"
value = 2.88

[[capabilities]]
name = "Management of Material Resources"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Memorization"
family = "ability"
value = 2.75

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Wiki Software"
type = "Specialized Skill"

[[skills]]
name = "Online Databases"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Publisher"
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 = "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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Adobe Premiere Pro"
category = "Video creation and editing software"
hot = false
inDemand = false

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

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

[[tools]]
example = "askSam Systems SurfSaver"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "CATNYP"
category = "Library software"
hot = false
inDemand = false

[[tools]]
example = "Classification Web"
category = "Information retrieval or search software"
hot = false
inDemand = false

[[tools]]
example = "Data visualization software"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "E-Mail"
value = 4.83

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.75

[[workContext]]
name = "Telephone Conversations"
value = 4.62

[[workContext]]
name = "Contact With Others"
value = 4.44

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.43

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.31

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.29

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.27

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.96

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.67

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.63

[[workContext]]
name = "Written Letters and Memos"
value = 3.6

[[workContext]]
name = "Time Pressure"
value = 3.53

[[workContext]]
name = "Frequency of Decision Making"
value = 3.48

[[workContext]]
name = "Spend Time Sitting"
value = 3.37

[[workContext]]
name = "Public Speaking"
value = 3.34

[[workContext]]
name = "Physical Proximity"
value = 3.24

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.19

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.13

[[workContext]]
name = "Conflict Situations"
value = 3.1

[[workContext]]
name = "Spend Time Standing"
value = 2.94

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.91

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.83

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.79

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.74

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.63

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.56

[[workContext]]
name = "Level of Competition"
value = 2.52

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.49

[[workContext]]
name = "Degree of Automation"
value = 2.42

[[workContext]]
name = "Consequence of Error"
value = 2.04

[[workContext]]
name = "Exposed to Contaminants"
value = 2.03

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.98

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.94

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.73

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.71

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.61

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.54

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.42

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.83

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 4.75

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 4.09

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

[[personFit]]
name = "Humanities"
family = "specific_interest_area"
value = 3.69

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.63

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.5

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 3.43

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.06

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

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.94

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 2.84

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 2.84

[[personFit]]
name = "Media"
family = "specific_interest_area"
value = 2.8

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.75

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.65

[[relatedRoles]]
socCode = "25-4031.00"
slug = "role-25-4031-00"
title = "Library Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4121.00"
slug = "role-43-4121-00"
title = "Library Assistants, Clerical"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-4011.00"
slug = "role-25-4011-00"
title = "Archivists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-1082.00"
slug = "role-25-1082-00"
title = "Library Science Teachers, Postsecondary"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-9031.00"
slug = "role-25-9031-00"
title = "Instructional Coordinators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-4061.00"
slug = "role-19-4061-00"
title = "Social Science Research Assistants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-1299.03"
slug = "role-15-1299-03"
title = "Document Management Specialists"
tier = "Primary-Long"

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

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

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

[[relatedRoles]]
socCode = "13-1111.00"
slug = "role-13-1111-00"
title = "Management Analysts"
tier = "Supplemental"

[[relatedRoles]]
socCode = "25-1021.00"
slug = "role-25-1021-00"
title = "Computer Science Teachers, Postsecondary"
tier = "Supplemental"

[[careerClusters]]
cluster = "Education"
slug = "education"

[[studyPrograms]]
title = "Education"
slug = "education"

[[studyPrograms]]
title = "Library Science"
slug = "library-science"
