Will museum technicians be replaced by AI?
Updated
Museum technicians score 31 of 100 for AI exposure. 49% of their task time still needs a person. AI can do 9% today and speed up another 42%.
- 9% AI can do it
- 42% AI helps
- 49% Needs a person
Moderate exposure
Lower than 60% of the 923 occupations we scored.
Task by task
We graded 24 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 11 and leaves 11 to people.
| Task | AI exposure |
|---|---|
| Enter information about museum collections into computer databases. Structured data entry from existing records is highly automatable. | 80% AI can do it |
| Prepare reports on the operation of conservation laboratories, documenting the condition of artifacts, treatment options, and the methods of preservation and repair used. AI drafts lab reports from notes; staff review for accuracy. | 65% AI can do it |
| Classify and assign registration numbers to artifacts and supervise inventory control. AI suggests classifications; physical inventory checks stay manual. | 55% AI helps |
| Estimate cost of restoration work. AI drafts estimates from specs; inspection and judgement still needed. | 50% AI helps |
| Recommend preservation procedures, such as control of temperature and humidity, to curatorial and building staff. AI drafts recommendations; expert judgement and staff communication remain. | 45% AI helps |
| Plan and conduct research to develop and improve methods of restoring and preserving specimens. AI speeds literature review and planning; lab work stays physical. | 45% AI helps |
| Notify superior when restoration of artifacts requires outside experts. AI drafts the notice; conservator judges when experts are needed. | 35% AI helps |
| 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. AI speeds record review; lab tests need the physical sample. | 35% AI helps |
| Perform tests and examinations to establish storage and conservation requirements, policies, and procedures. AI helps design policies; testing needs physical examination. | 35% AI helps |
| Determine whether objects need repair and choose the safest and most effective method of repair. Judgement on treatment choice; AI helps research repair options. | 30% AI helps |
Show the other 14 tasks
| Task | AI exposure |
|---|---|
| Specialize in particular materials or types of object, such as documents and books, paintings, decorative arts, textiles, metals, or architectural materials. Expertise built over years; AI assists research but not craft. | 25% AI helps |
| Coordinate exhibit installations, assisting with design, constructing displays, dioramas, display cases, and models, and ensuring the availability of necessary materials. AI aids design and scheduling; building displays is physical. | 25% AI helps |
| Photograph objects for documentation. Capture is physical; AI assists with editing and metadata. | 22% AI helps |
| Prepare artifacts for storage and shipping. Physical packing and crating; AI can only draft shipping records. | 18% Needs a person |
| Perform on-site field work which may involve interviewing people, inspecting and identifying artifacts, note-taking, viewing sites and collections, and repainting exhibition spaces. Site visits and inspections need presence; AI aids note-taking. | 18% Needs a person |
| 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. Physical handling and placement of objects in exhibits. | 15% Needs a person |
| Repair, restore, and reassemble artifacts, designing and fabricating missing or broken parts, to restore them to their original appearance and prevent deterioration. Physical repair and fabrication; AI only helps with design sketches. | 12% Needs a person |
| Supervise and work with volunteers. Managing and motivating people in person is core human work. | 10% Needs a person |
| Direct and supervise curatorial, technical, and student staff in the handling, mounting, care, and storage of art objects. Supervising staff handling of art objects; AI helps little. | 10% Needs a person |
| Lead tours and teach educational courses to students and the general public. Live teaching with people; AI only helps prepare materials. | 9% Needs a person |
| Clean objects, such as paper, textiles, wood, metal, glass, rock, pottery, and furniture, using cleansers, solvents, soap solutions, and polishes. Physical cleaning of fragile objects with solvents and polishes. | 5% Needs a person |
| Preserve or direct preservation of objects, using plaster, resin, sealants, hardeners, and shellac. Applying plasters, resins and sealants requires skilled materials handling. | 5% Needs a person |
| Build, repair, and install wooden steps, scaffolds, and walkways to gain access to or permit improved view of exhibited equipment. Carpentry and on-site construction are physical work. | 3% Needs a person |
| Deliver artwork on courier trips. Physical travel escorting artwork; no AI substitute. | 2% Needs a person |
How museum technicians compare
All occupations (923)
Educational instruction and library (62)
Pay and outlook in the US
- Median pay
- $51,440 a year, May 2025
- People employed
- 12,310 in the US, May 2025
- Projected change in jobs
- +3.6% from 2024 to 2034
Skills to build
- Clean paper and textiles with solvents and soap solutions
- Apply plaster, resin, and shellac to damaged objects
- Run physical inventory checks against registration records
- Review AI-drafted conservation lab reports for accuracy in Word
- Write restoration cost estimates from hands-on object inspection
- Lead museum tours and teach public education courses
Safer roles nearby
3 related occupations with lower scores.
Questions about museum technicians and AI
Will AI replace museum technicians?
Partly. About 3 in 10 working hours go to tasks AI can already do, mostly entering collection data into databases and drafting conservation lab reports. Hands-on cleaning, repair, and preservation work stays with people because it needs skilled materials handling in the room.
Which museum technician tasks is AI taking over?
Data entry and reporting lead the list. Entering collection information into computer databases scores 80 on exposure, the highest in this job, because it works from existing records. Drafting conservation lab reports scores 65, since AI turns technician notes into text that staff then check for accuracy.
Which museum technician tasks stay human?
Physical treatment and public-facing work stay human. Cleaning objects with solvents and polishes scores 5 on exposure, and applying plaster, resin, and shellac also scores 5, because fragile materials need a skilled hand. Leading tours scores 9, since teaching people in person is the core of the work.
How can museum technicians stay valuable as AI spreads?
Keep the hands-on treatment work and take responsibility for the judgement behind the paperwork. Practice solvent cleaning and resin application on real objects, check every AI-drafted lab report and cost estimate against your inspection notes, and run physical inventory counts against registration numbers. Lead volunteer teams and tours, since that work is entirely in person.
Related jobs
Next steps for museum technicians
Check which roles in your team AI can take on
We map your team's tasks, show what AI can do today and build the automations that pay back first.
Related topics
- Jobs AI can't replaceCement masons score lowest, at 8.
- Jobs most at risk from AIProofreaders score highest, at 76.
- High-paying jobs with low AI exposureRadiologists earn a median $420,860 and score 46.
- Entry-level jobs with low AI exposureCement masons need little prior training and score 8.
- Jobs AI speeds up the mostFor natural sciences managers, AI speeds up 96% of task time.
- AI and jobs in Malta15 iGaming roles graded task by task.
- Skills that keep work humanThe skills to build in the jobs AI changes least.
- Jobs A to ZEvery job we publish, by first letter.
- AI exposure by industryAverage scores for 22 occupation groups.
- Write a CV screening software can readHow applicant tracking systems read a CV, and what to change.
- AI for businessesThe tasks to automate first in each team and industry.
- How we score AI exposureThe grading, the weights and every source.