AITakeover Tracker
27%medium risk

Museum Technicians and Conservators

Restore, maintain, or prepare objects in museum collections for storage, research, or exhibit. May work with specimens such as fossils, skeletal parts, or botanicals; or artifacts, textiles, or art. May identify and record objects or install and arrange them in exhibits. Includes book or document conservators.

Higher risk than 27% of occupations

AI Impact Summary

Museum Technicians and Conservators faces moderate AI displacement risk with a score of 27/100. This occupation has higher AI displacement risk than 27% of all analyzed occupations. Of 26 analyzed tasks, 4 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)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingWritingMonitoringJudgment and Decision MakingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Museum Technicians and Conservators 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.1pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.7pt risk+$3K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

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

High School Diploma1%
Some College20%
Associate's Degree7%
Bachelor's Degree24%
Doctoral/Professional Degree41%
Level 96%

Prior Experience Needed

Work experience required to enter this job

3-6 months2%
6 months - 1 year8%
1-2 years9%
2-4 years25%
4-6 years24%
6-8 years14%
8-10 years5%
Over 10 years13%

Training Provided After Hiring

How long it typically takes to learn on the job

None19%
Up to 1 month10%
1-3 months12%
3-6 months5%
6 months - 1 year26%
1-2 years9%
2-4 years8%
4-6 years11%

How AI Impacts Each Task

26 tasks analyzed

Install, arrange, assemble, and prepare artifacts for exhibition, ensuring the artifacts' safety, reporting their status and condition, and identifying and correcting any problems with the set up.

Risk: 30.2%AI: 52.95ObservedTime: 8%

Repair, restore, and reassemble artifacts, designing and fabricating missing or broken parts, to restore them to their original appearance and prevent deterioration.

Risk: 9.0%AI: 0EstimatedTime: 8%

Classify and assign registration numbers to artifacts and supervise inventory control.

Risk: 84.0%AI: 87EstimatedTime: 5%

Study object documentation or conduct standard chemical and physical tests to ascertain the object's age, composition, original appearance, need for treatment or restoration, and appropriate preservation method.

Risk: 51.8%AI: 61.98ObservedTime: 6%

Clean objects, such as paper, textiles, wood, metal, glass, rock, pottery, and furniture, using cleansers, solvents, soap solutions, and polishes.

Risk: 9.0%AI: 0EstimatedTime: 6%

Determine whether objects need repair and choose the safest and most effective method of repair.

Risk: 47.0%AI: 50EstimatedTime: 5%

Photograph objects for documentation.

Risk: 56.4%AI: 58.48ObservedTime: 3%

Prepare artifacts for storage and shipping.

Risk: 9.0%AI: 0EstimatedTime: 4%

Prepare reports on the operation of conservation laboratories, documenting the condition of artifacts, treatment options, and the methods of preservation and repair used.

Risk: 86.0%AI: 92EstimatedTime: 4%

Enter information about museum collections into computer databases.

Risk: 88.0%AI: 97EstimatedTime: 5%

Specialize in particular materials or types of object, such as documents and books, paintings, decorative arts, textiles, metals, or architectural materials.

Risk: 49.0%AI: 55EstimatedTime: 3%

Recommend preservation procedures, such as control of temperature and humidity, to curatorial and building staff.

Risk: 53.0%AI: 65EstimatedTime: 3%

Perform tests and examinations to establish storage and conservation requirements, policies, and procedures.

Risk: 39.0%AI: 30EstimatedTime: 4%

Direct and supervise curatorial, technical, and student staff in the handling, mounting, care, and storage of art objects.

Risk: 21.0%AI: 15EstimatedTime: 4%

Notify superior when restoration of artifacts requires outside experts.

Risk: 84.0%AI: 87EstimatedTime: 2%

Construct skeletal mounts of fossils, replicas of archaeological artifacts, or duplicate specimens, using a variety of materials and hand tools.

Risk: 11.0%AI: 5EstimatedTime: 3%

Supervise and work with volunteers.

Risk: 37.7%AI: 56.67ObservedTime: 3%

Coordinate exhibit installations, assisting with design, constructing displays, dioramas, display cases, and models, and ensuring the availability of necessary materials.

Risk: 31.0%AI: 55ObservedTime: 4%

Preserve or direct preservation of objects, using plaster, resin, sealants, hardeners, and shellac.

Risk: 9.0%AI: 0EstimatedTime: 4%

Plan and conduct research to develop and improve methods of restoring and preserving specimens.

Risk: 47.0%AI: 50EstimatedTime: 3%

Deliver artwork on courier trips.

Risk: 47.0%AI: 35EstimatedTime: 2%

Build, repair, and install wooden steps, scaffolds, and walkways to gain access to or permit improved view of exhibited equipment.

Risk: 11.0%AI: 5EstimatedTime: 2%

Perform on-site field work which may involve interviewing people, inspecting and identifying artifacts, note-taking, viewing sites and collections, and repainting exhibition spaces.

Risk: 39.0%AI: 30EstimatedTime: 3%

Lead tours and teach educational courses to students and the general public.

Risk: 31.0%AI: 40EstimatedTime: 3%

Estimate cost of restoration work.

Risk: 51.0%AI: 60EstimatedTime: 2%

Cut and weld metal sections in reconstruction or renovation of exterior structural sections and accessories of exhibits.

Risk: 11.0%AI: 5EstimatedTime: 2%

Protective Factors

Total protective discount: 29.5%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityIntegrityCooperationInitiativeAnalytical ThinkingInnovationIndependenceAdaptability/FlexibilityPersistenceSelf ControlAchievement/Effort

Wage & Employment (2024)

Median Wage

$47,460

per year

Mean Wage

$53,630

per year

Employment

13K

workers

Wage Range

$30,720 - $82,790

10th - 90th pct

Wage Distribution

$30,720Median: $47,460$82,790
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Museum Technicians and Conservators 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.

  • 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.

  • 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.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership 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.

  • Manual Dexterity

    Manual Dexterity 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.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing 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.

  • 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.

  • Active Learning

    Active Learning 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

-0.8

overall change

Checking for existing plan...