Curators
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.
AI Impact Summary
Curators faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 44% of all analyzed occupations. Of 15 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Curators skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
15 tasks analyzed
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.
Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases.
Plan and conduct special research projects in area of interest or expertise.
Provide information from the institution's holdings to other curators and to the public.
Negotiate and authorize purchase, sale, exchange, or loan of collections.
Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.
Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.
Write and review grant proposals, journal articles, institutional reports, and publicity materials.
Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials.
Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances.
Train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns.
Confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations.
Arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection.
Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.
Establish specifications for reproductions and oversee their manufacture or select items from commercially available replica sources.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| 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. | 60.22Observed | 51.1% | 15% | |
| Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases. | 56.25Observed | 71.7% | 10% | |
| Plan and conduct special research projects in area of interest or expertise. | 63.92Observed | 52.6% | 10% | |
| Provide information from the institution's holdings to other curators and to the public. | 59.88Observed | 39.0% | 8% | |
| Negotiate and authorize purchase, sale, exchange, or loan of collections. | 15Estimated | 21.0% | 5% | |
| Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value. | 39.05Observed | 42.6% | 10% | |
| Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed. | 57.9Observed | 50.2% | 5% | |
| Write and review grant proposals, journal articles, institutional reports, and publicity materials. | 55.83Observed | 49.3% | 8% | |
| Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials. | 30Estimated | 27.0% | 8% | |
| Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances. | 10Estimated | 19.0% | 5% | |
| Train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns. | 20Estimated | 23.0% | 5% | |
| Confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations. | 35Estimated | 41.0% | 4% | |
| Arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection. | 77Estimated | 80.0% | 3% | |
| Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees. | 87Estimated | 84.0% | 2% | |
| Establish specifications for reproductions and oversee their manufacture or select items from commercially available replica sources. | 50Estimated | 47.0% | 2% |
Protective Factors
Total protective discount: 32.3%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$61,770
per year
Mean Wage
$70,060
per year
Employment
12K
workers
Wage Range
$37,110 - $105,520
10th - 90th pct
Wage Distribution
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Alternate Career Paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Curators professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change