entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-4031-00"
socCode = "25-4031.00"
title = "Library Technicians"
summary = "Assist librarians by helping readers in the use of library catalogs, databases, and indexes to locate books and other materials; and by answering questions that require only brief consultation of standard reference. Compile records; sort and shelve books or other media; remove or repair damaged books or other media; register patrons; and check materials in and out of the circulation process. Replace materials in shelving area (stacks) or files. Includes bookmobile drivers who assist with providing services in mobile libraries."
aliases = ["Library Assistant", "Library Associate", "Library Technical Assistant (LTA)", "Library Technician", "Circulation Clerk", "Library Aide", "Library Clerk", "Library Media Technician", "Library Specialist", "Page Technician", "Accessioner", "Audio-Visual Aide"]

[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 = 29.62

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 27.66

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 17.05

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 15.02

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 8.85

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 1.81

[educationLevel]
category = "Postsecondary nondegree award"
slug = "postsecondary-nondegree-award"

[market]
medianWage = 39970
meanWage = 43050
pct10Wage = 27890
pct25Wage = 33510
pct75Wage = 49740
pct90Wage = 60960
employment = 73770
areaTitle = "U.S."

[industries]
count = 7

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 24180
medianWage = 45800
lq = 3.7

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 4550
medianWage = 42320
lq = 3.27

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 190
medianWage = 47660
lq = 0.09

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 130
medianWage = 43200
lq = 0.1

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 110
medianWage = 50140
lq = 0.01

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 35860

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
medianWage = 42940

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 24180
lq = 3.7

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 4550
lq = 3.27

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 130
lq = 0.1

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 190
lq = 0.09

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 110
lq = 0.01

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

[aiOutlook.index]
value = 63
percentile = 62
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 49
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 59
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 82
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.99
percentile = 99
band = "High"
note = "A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking."

[aiOutlook.eloundou]
alpha = 0.38461538461538464
beta = 0.5673076923076923
gamma = 0.75

[aiOutlook.bls]
growthPercent = -6.8
growthPercentile = 9
direction = "Declining"
annualOpeningsThousands = 13
annualOpeningsPercentile = 68
employment2024Thousands = 78.6
employment2034Thousands = 73.2

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.037965
percentile = 49
band = "Moderate"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.75
percentile = 59
band = "Moderate"
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 = 0.2560661085136595
percentile = 82
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 = "Compose explanatory summaries of contents of books and other reference materials."
usagePercent = 0.10887025541372751
importance = 3.14

[[aiOutlook.usageTasks]]
task = "Conduct reference searches, using printed materials and in-house and online databases."
usagePercent = 0.05073764733432207
importance = 3.58

[[aiOutlook.usageTasks]]
task = "Compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups."
usagePercent = 0.024752576938404085
importance = 2.5

[[aiOutlook.usageTasks]]
task = "Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed."
usagePercent = 0.020130726472726974
importance = 4.18

[[aiOutlook.usageTasks]]
task = "Retrieve information from central databases for storage in a library's computer."
usagePercent = 0.019719895320222343
importance = 3.63

[[aiOutlook.usageTasks]]
task = "Organize and maintain periodicals and reference materials."
usagePercent = 0.004724558253803269
importance = 3.45

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[aiPlaybook]
trustedTaskCount = 5
taskCount = 7
totalSample = 858
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 53.66
augmentationShare = 36.95
workUsePercent = 33.29
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 50.61

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 18.41

[[aiPlaybook.collaboration]]
label = "learning"
percent = 16.71

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 3.05

[[aiPlaybook.collaboration]]
label = "validation"
percent = 1.83

[[aiPlaybook.useCase]]
label = "coursework"
percent = 39.51

[[aiPlaybook.useCase]]
label = "work"
percent = 33.29

[[aiPlaybook.useCase]]
label = "personal"
percent = 25.12

[[aiPlaybook.delegatedTasks]]
task = "Retrieve information from central databases for storage in a library's computer."
usagePercent = 0.02430303787973497
collaboration = "directive"
autonomyMedian = 3
sampleCount = 243

[[aiPlaybook.delegatedTasks]]
task = "Compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups."
usagePercent = 0.022402800350043755
collaboration = "directive"
autonomyMedian = 3
sampleCount = 224

[[aiPlaybook.delegatedTasks]]
task = "Conduct reference searches, using printed materials and in-house and online databases."
usagePercent = 0.020002500312539067
collaboration = "directive"
autonomyMedian = 3
sampleCount = 200

[[aiPlaybook.delegatedTasks]]
task = "Compose explanatory summaries of contents of books and other reference materials."
usagePercent = 0.008501062632829104
collaboration = "directive"
autonomyMedian = 3
sampleCount = 85

[[aiPlaybook.delegatedTasks]]
task = "Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed."
usagePercent = 0.0068008501062632835
collaboration = "directive"
autonomyMedian = 3
sampleCount = 68

[[aiPlaybook.boundaryTasks]]
task = "Conduct reference searches, using printed materials and in-house and online databases."
humanNeededPercent = 100
sampleCount = 200

[[aiPlaybook.boundaryTasks]]
task = "Compose explanatory summaries of contents of books and other reference materials."
humanNeededPercent = 98.82352941176471
sampleCount = 85

[[aiPlaybook.boundaryTasks]]
task = "Compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups."
humanNeededPercent = 98.21428571428571
sampleCount = 224

[[aiPlaybook.boundaryTasks]]
task = "Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed."
humanNeededPercent = 97.05882352941177
sampleCount = 68

[[aiPlaybook.boundaryTasks]]
task = "Retrieve information from central databases for storage in a library's computer."
humanNeededPercent = 93.4156378600823
sampleCount = 243

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: retrieve information from central databases for storage in a library's computer. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: conduct reference searches, using printed materials and in-house and online databases. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: compose explanatory summaries of contents of books and other reference materials. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 31
skills = 47
capabilities = 120
tools = 29
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "7c3ee93019b3058e"

[[tasks]]
text = "Reserve, circulate, renew, and discharge books and other materials."
type = "Core"
iwa = "4.A.4.c.1.a"

[[tasks]]
text = "Answer routine telephone or in-person reference inquiries, referring patrons to librarians for further assistance, when necessary."
type = "Core"
iwa = "4.A.4.a.3.b"

[[tasks]]
text = "Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed."
type = "Core"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Deliver and retrieve items throughout the library by hand or using pushcart."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Process print and non-print library materials to prepare them for inclusion in library collections."
type = "Core"
iwa = "4.A.4.c.1.a"

[[tasks]]
text = "Catalogue and sort books and other print and non-print materials according to procedure and return them to shelves, files, or other designated storage areas."
type = "Core"
iwa = "4.A.4.c.1.a"

[[tasks]]
text = "Enter and update patrons' records on computers."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Issue identification cards to borrowers."
type = "Supplemental"
iwa = "4.A.4.c.3.c"

[[tasks]]
text = "Provide assistance to teachers and students by locating materials and helping to complete special projects."
type = "Core"
iwa = "4.A.4.a.2.b"

[[tasks]]
text = "Compile and maintain records relating to circulation, materials, and equipment."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Take actions to halt disruption of library activities by problem patrons."
type = "Core"
iwa = "4.A.4.a.7.a"

[[tasks]]
text = "Process interlibrary loans for patrons."
type = "Supplemental"
iwa = "4.A.4.c.1.a"

[[emergingTasks]]
text = "Open and close the library."

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

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

[[activities]]
name = "Assist other educational professionals with projects or research."
iwa = "4.A.4.a.2.b"

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

[[activities]]
name = "Move materials, equipment, or supplies."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Deliver items."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Mediate disputes."
iwa = "4.A.4.a.7.a"

[[activities]]
name = "Organize informational materials."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Respond to customer problems or complaints."
iwa = "4.A.4.a.8.c"

[[activities]]
name = "Collect deposits, payments or fees."
iwa = "4.A.4.c.3.d"

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

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

[[activities]]
name = "Send information, materials or documentation."
iwa = "4.A.4.c.1.e"

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

[[activities]]
name = "Write articles, books or other original materials in area of expertise."
iwa = "4.A.3.b.6.p"

[[activities]]
name = "Develop instructional materials."
iwa = "4.A.3.b.6.l"

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

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

[[activities]]
name = "Provide information to the general public."
iwa = "4.A.4.a.3.b"

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

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

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

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

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

[[activities]]
name = "Sort mail."
iwa = "4.A.2.a.2.b"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.1

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.83

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

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.38

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.38

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.36

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.3

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

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

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.25

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.16

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

[[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 = "Written Expression"
family = "ability"
value = 3

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 2.88

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

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.88

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 2.84

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.75

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 2.75

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 2.62

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.61

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Critical Thinking"
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 Acrobat"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[skills]]
name = "Chemistry"
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 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 = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

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

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

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

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

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "Ex Libris Group Aleph"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Ex Libris Group Voyager"
category = "Library software"
hot = false
inDemand = false

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

[[tools]]
example = "HandyFile Find and Replace Text Aid Kit"
category = "Word processing software"
hot = false
inDemand = false

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

[[tools]]
example = "Innovative Interfaces Millennium"
category = "Library software"
hot = false
inDemand = false

[[tools]]
example = "Microsoft Publisher"
category = "Desktop publishing software"
hot = false
inDemand = false

[[tools]]
example = "National Library of Medicine DOCLINE"
category = "Library software"
hot = false
inDemand = false

[[tools]]
example = "National Library of Medicine Medline"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Online Computer Library Center (OCLC) databases"
category = "Library software"
hot = false
inDemand = false

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

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[tools]]
example = "WebClarity Software BookWhere"
category = "Library software"
hot = false
inDemand = false

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

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.89

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.78

[[workContext]]
name = "E-Mail"
value = 4.71

[[workContext]]
name = "Telephone Conversations"
value = 4.42

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.28

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.16

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.15

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.08

[[workContext]]
name = "Contact With Others"
value = 4.05

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.94

[[workContext]]
name = "Frequency of Decision Making"
value = 3.79

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.7

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.61

[[workContext]]
name = "Spend Time Sitting"
value = 3.59

[[workContext]]
name = "Time Pressure"
value = 3.48

[[workContext]]
name = "Physical Proximity"
value = 3.46

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.41

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.33

[[workContext]]
name = "Written Letters and Memos"
value = 3.27

[[workContext]]
name = "Conflict Situations"
value = 3.25

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.12

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

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.89

[[workContext]]
name = "Exposed to Contaminants"
value = 2.73

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.71

[[workContext]]
name = "Degree of Automation"
value = 2.66

[[workContext]]
name = "Spend Time Standing"
value = 2.65

[[workContext]]
name = "Level of Competition"
value = 2.43

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.36

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.27

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.14

[[workContext]]
name = "Consequence of Error"
value = 2.03

[[workContext]]
name = "Public Speaking"
value = 2

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.65

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.65

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.64

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.61

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.5

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.48

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.52

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 4.89

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.07

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.18

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.08

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.7

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 2.54

[[personFit]]
name = "Humanities"
family = "specific_interest_area"
value = 2.48

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

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.28

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.24

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.16

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 2

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.93

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

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

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

[[relatedRoles]]
socCode = "43-9061.00"
slug = "role-43-9061-00"
title = "Office Clerks, General"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "43-6014.00"
slug = "role-43-6014-00"
title = "Secretaries and Administrative Assistants, Except Legal, Medical, and Executive"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-7065.00"
slug = "role-53-7065-00"
title = "Stockers and Order Fillers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4171.00"
slug = "role-43-4171-00"
title = "Receptionists and Information Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-9042.00"
slug = "role-25-9042-00"
title = "Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "25-4022.00"
slug = "role-25-4022-00"
title = "Librarians and Media Collections Specialists"
tier = "Supplemental"

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.99
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.037965
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.3987023
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.1795232
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
