entityType = "role"
schemaVersion = "role.v1"
slug = "role-25-4012-00"
socCode = "25-4012.00"
title = "Curators"
summary = "Administer collections, such as artwork, collectibles, historic items, or scientific specimens of museums or other institutions. May conduct instructional, research, or public service activities of institution."
aliases = ["Collections Curator", "Collections Manager", "Curator", "Museum Curator", "Education Curator", "Exhibitions Curator", "Exhibits Curator", "Photography Curator", "Vertebrate Zoology Curator", "Art Curator", "Art Handler", "Coin Collector"]
emergingTasks = []

[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 = 44.05

[[preparation.educationDistribution]]
label = "Doctoral Degree"
percentage = 34.75

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 8.09

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 6.13

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 3.37

[[preparation.educationDistribution]]
label = "Post-Doctoral Training"
percentage = 2.12

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 1.48

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

[market]
medianWage = 61770
meanWage = 70060
pct10Wage = 37110
pct25Wage = 47270
pct75Wage = 81350
pct90Wage = 105520
employment = 12280
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 7050
medianWage = 60110
lq = 33.5

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1800
medianWage = 66330
lq = 1.66

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 270
medianWage = 64160
lq = 0.77

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 240
medianWage = 76270
lq = 1.04

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 90
medianWage = 45770

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 80

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 50
medianWage = 107060

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 40
medianWage = 67880

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 7050
lq = 33.5

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1800
lq = 1.66

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 240
lq = 1.04

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 270
lq = 0.77

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

[aiOutlook.index]
value = 72
percentile = 73
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 65
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 72
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 79
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.0068
percentile = 5
band = "Low"
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 = 0.14814814814814814
beta = 0.5
gamma = 0.8518518518518519

[aiOutlook.bls]
growthPercent = 7
growthPercentile = 85
direction = "Growing fast"
annualOpeningsThousands = 1.8
annualOpeningsPercentile = 26
employment2024Thousands = 15.1
employment2034Thousands = 16.2

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.7366658
percentile = 65
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 = 0.8518518518518519
percentile = 72
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 = 0.24805345561131448
percentile = 79
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 = "Provide information from the institution's holdings to other curators and to the public."
usagePercent = 0.0638842442144703
importance = 3.94

[[aiOutlook.usageTasks]]
task = "Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value."
usagePercent = 0.03954249842857084
importance = 3.84

[[aiOutlook.usageTasks]]
task = "Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials."
usagePercent = 0.03851542054730926
importance = 4.35

[[aiOutlook.usageTasks]]
task = "Write and review grant proposals, journal articles, institutional reports, and publicity materials."
usagePercent = 0.027731102794062667
importance = 3.76

[[aiOutlook.usageTasks]]
task = "Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees."
usagePercent = 0.007497668533209536
importance = 2.82

[[aiOutlook.usageTasks]]
task = "Plan and conduct special research projects in area of interest or expertise."
usagePercent = 0.003286649220037057
importance = 4.03

[[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 = 6
totalSample = 913
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 34.49
augmentationShare = 56.3
workUsePercent = 35.62
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 34.83

[[aiPlaybook.collaboration]]
label = "directive"
percent = 34.49

[[aiPlaybook.collaboration]]
label = "learning"
percent = 19.78

[[aiPlaybook.collaboration]]
label = "validation"
percent = 1.69

[[aiPlaybook.useCase]]
label = "personal"
percent = 41.69

[[aiPlaybook.useCase]]
label = "work"
percent = 35.62

[[aiPlaybook.useCase]]
label = "coursework"
percent = 22.47

[[aiPlaybook.delegatedTasks]]
task = "Provide information from the institution's holdings to other curators and to the public."
usagePercent = 0.035404425553194147
collaboration = "directive"
autonomyMedian = 4
sampleCount = 354

[[aiPlaybook.delegatedTasks]]
task = "Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials."
usagePercent = 0.01900237529691211
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 190

[[aiPlaybook.delegatedTasks]]
task = "Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value."
usagePercent = 0.012901612701587697
collaboration = "directive"
autonomyMedian = 3
sampleCount = 129

[[aiPlaybook.delegatedTasks]]
task = "Plan and conduct special research projects in area of interest or expertise."
usagePercent = 0.01140142517814727
collaboration = "directive"
autonomyMedian = 4
sampleCount = 114

[[aiPlaybook.delegatedTasks]]
task = "Write and review grant proposals, journal articles, institutional reports, and publicity materials."
usagePercent = 0.01030128766095762
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 103

[[aiPlaybook.boundaryTasks]]
task = "Write and review grant proposals, journal articles, institutional reports, and publicity materials."
humanNeededPercent = 99.02912621359224
sampleCount = 103

[[aiPlaybook.boundaryTasks]]
task = "Provide information from the institution's holdings to other curators and to the public."
humanNeededPercent = 97.17514124293785
sampleCount = 354

[[aiPlaybook.boundaryTasks]]
task = "Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value."
humanNeededPercent = 94.57364341085271
sampleCount = 129

[[aiPlaybook.boundaryTasks]]
task = "Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials."
humanNeededPercent = 93.15789473684211
sampleCount = 190

[[aiPlaybook.boundaryTasks]]
task = "Plan and conduct special research projects in area of interest or expertise."
humanNeededPercent = 84.21052631578947
sampleCount = 114

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: provide information from the institution's holdings to other curators and to the public. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: plan and conduct special research projects in area of interest or expertise. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: write and review grant proposals, journal articles, institutional reports, and publicity materials. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 15
skills = 48
capabilities = 120
tools = 44
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "5ebc734581aa6911"

[[tasks]]
text = "Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials."
type = "Core"
iwa = "4.A.3.a.2.a"

[[tasks]]
text = "Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases."
type = "Core"
iwa = "4.A.2.b.2.f"

[[tasks]]
text = "Plan and conduct special research projects in area of interest or expertise."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Provide information from the institution's holdings to other curators and to the public."
type = "Core"
iwa = "4.A.4.a.3.b"

[[tasks]]
text = "Negotiate and authorize purchase, sale, exchange, or loan of collections."
type = "Core"
iwa = "4.A.4.a.7.b"

[[tasks]]
text = "Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value."
type = "Core"
iwa = "4.A.1.b.2.j"

[[tasks]]
text = "Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Write and review grant proposals, journal articles, institutional reports, and publicity materials."
type = "Core"
iwa = "4.A.2.a.1.h"

[[tasks]]
text = "Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials."
type = "Core"
iwa = "4.A.2.b.6.a"

[[tasks]]
text = "Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances."
type = "Core"
iwa = "4.A.4.a.6.c"

[[tasks]]
text = "Train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations."
type = "Core"
iwa = "4.A.4.a.2.c"

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

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

[[activities]]
name = "Inspect work sites to determine condition or necessary repairs."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Inspect facilities or sites to determine if they meet specifications or standards."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Inspect condition or functioning of facilities or equipment."
iwa = "4.A.1.b.2.e"

[[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 = "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 = "Research topics in area of expertise."
iwa = "4.A.2.b.3.a"

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

[[activities]]
name = "Promote educational institutions or programs."
iwa = "4.A.4.a.6.c"

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

[[activities]]
name = "Evaluate scholarly materials."
iwa = "4.A.2.a.1.h"

[[activities]]
name = "Write grant proposals."
iwa = "4.A.3.b.6.g"

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

[[activities]]
name = "Evaluate characteristics of archival or historical objects."
iwa = "4.A.1.b.2.j"

[[activities]]
name = "Arrange insurance coverage."
iwa = "4.A.4.c.1.c"

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.57

[[capabilities]]
name = "History and Archeology"
family = "knowledge"
value = 4.52

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Fine Arts"
family = "knowledge"
value = 3.76

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

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.75

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.75

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.5

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

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.38

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.38

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.33

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.3

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

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

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.25

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.2

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.14

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

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Depth Perception"
type = "Common 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 = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

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

[[tools]]
example = "Adobe Acrobat"
category = "Document management 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 = "Apple macOS"
category = "Operating system software"
hot = true
inDemand = false

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

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

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

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

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

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

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

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

[[tools]]
example = "SAS"
category = "Analytical or scientific software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Corel WordPerfect Office Suite"
category = "Office suite software"
hot = false
inDemand = false

[[tools]]
example = "Cuadra Associates STAR/Museums"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "Eloquent Systems Eloquent"
category = "Project management software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Gallery Systems The Museum System"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Microsoft Paint"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Re:discovery Software Proficio"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Scheduling software"
category = "Calendar and scheduling software"
hot = false
inDemand = false

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

[[workContext]]
name = "E-Mail"
value = 4.73

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.68

[[workContext]]
name = "Telephone Conversations"
value = 4.64

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.56

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.48

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.47

[[workContext]]
name = "Contact With Others"
value = 4.31

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.3

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.09

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.08

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.82

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.81

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.71

[[workContext]]
name = "Frequency of Decision Making"
value = 3.61

[[workContext]]
name = "Written Letters and Memos"
value = 3.59

[[workContext]]
name = "Spend Time Sitting"
value = 3.54

[[workContext]]
name = "Level of Competition"
value = 3.42

[[workContext]]
name = "Time Pressure"
value = 3.24

[[workContext]]
name = "Public Speaking"
value = 2.92

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.89

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

[[workContext]]
name = "Conflict Situations"
value = 2.69

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.53

[[workContext]]
name = "Spend Time Standing"
value = 2.46

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.45

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.42

[[workContext]]
name = "Exposed to Contaminants"
value = 2.41

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.34

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.33

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.31

[[workContext]]
name = "Consequence of Error"
value = 2.28

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.23

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.03

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.91

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.81

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.75

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.73

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.61

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.58

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 1.57

[[personFit]]
name = "Dependability"
family = "work_style"
value = 6

[[personFit]]
name = "Humanities"
family = "specific_interest_area"
value = 5.54

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.36

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 5.05

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 5

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.84

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.82

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.64

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.43

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 3.38

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 3.37

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 3.06

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

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

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 2.97

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

[[relatedRoles]]
socCode = "19-3093.00"
slug = "role-19-3093-00"
title = "Historians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-4013.00"
slug = "role-25-4013-00"
title = "Museum Technicians and Conservators"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "25-1061.00"
slug = "role-25-1061-00"
title = "Anthropology and Archeology Teachers, Postsecondary"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "27-1027.00"
slug = "role-27-1027-00"
title = "Set and Exhibit Designers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-3091.00"
slug = "role-19-3091-00"
title = "Anthropologists and Archeologists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "25-1125.00"
slug = "role-25-1125-00"
title = "History Teachers, Postsecondary"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-1011.00"
slug = "role-27-1011-00"
title = "Art Directors"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "25-1121.00"
slug = "role-25-1121-00"
title = "Art, Drama, and Music Teachers, Postsecondary"
tier = "Supplemental"

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

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

[[studyPrograms]]
title = "History"
slug = "history"

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

[[studyPrograms]]
title = "Visual and Performing Arts"
slug = "visual-and-performing-arts"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.0068
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.7366658
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.287197
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.6558576
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
