Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Paperhangers:

48.6%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient paperhanging is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For paperhangers, six of eight sources had data, with Anthropic and OpenAI Signals missing. AI exposure was split: AI Resilience Model and Microsoft saw the hands-on craft staying human, while Will Robots Take My Job flagged lower resilience. Weak hiring outlook pulled the score down, landing paperhangers at "Somewhat Resilient" with low-medium confidence.

AI Resilience Report forPaperhangers

$52,140 median salary•200 annual openings•SOC Code: 47-2142.00

Paperhangers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Paperhanging earns a "Somewhat Resilient" label because the hands-on installation work is genuinely hard to automate, requiring the kind of fingertip feel, pattern-matching judgment, and problem-solving on tricky walls that robots simply cannot replicate yet. That said, the business side of the job is already shifting, with AI tools stepping in to handle estimating, project management, and client communication in ways that will change how paperhangers spend their time.

Learn more about how you can thrive in this position

This role is somewhat resilient

Paperhanging earns a "Somewhat Resilient" label because the hands-on installation work is genuinely hard to automate, requiring the kind of fingertip feel, pattern-matching judgment, and problem-solving on tricky walls that robots simply cannot replicate yet. That said, the business side of the job is already shifting, with AI tools stepping in to handle estimating, project management, and client communication in ways that will change how paperhangers spend their time.

Read full analysis

Analysis of current AI resilience

Paperhangers

Updated quarterly

Your move

How can Paperhangers prepare for AI?

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

Latest AI news for Paperhangers

Students interested in paperhanging should explore these articles for insights into the evolving role of AI in their field. The "AI Workforce Report" highlights how AI can enhance design visualization and surface measurement, aiding paperhangers in their work. Conversely, "AI Exposure" indicates a moderate risk of automation, suggesting that while some tasks may change, the profession remains secure. Overall, these resources emphasize that paperhangers have a resilient career path, with opportunities to integrate AI tools while maintaining the unique, tactile aspects of their craft.

More Career Info

Career: Paperhangers

They decorate walls by measuring, cutting, and applying wallpaper to create a fresh and stylish look in homes and buildings.

Employment & Wage Data

Median Wage

$52,140

Jobs (2025)

2,300

Growth (2025-35)

+4.3%

Annual Openings

200

Education

No formal educational credential

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

92% ResilienceSupplemental

Cover interior walls and ceilings of rooms with decorative wallpaper or fabric, using hand tools.

2

91% ResilienceSupplemental

Set up equipment, such as pasteboards and scaffolds.

3

90% ResilienceCore Task

Place strips or sections of paper on surfaces, aligning section edges and patterns.

4

90% ResilienceSupplemental

Remove old paper, using water, steam machines, or solvents and scrapers.

5

89% ResilienceSupplemental

Fill holes, cracks, and other surface imperfections preparatory to covering surfaces.

6

89% ResilienceSupplemental

Remove paint, varnish, dirt, and grease from surfaces, using paint remover and water soda solutions.

7

88% ResilienceCore Task

Smooth strips or sections of paper with brushes or rollers to remove wrinkles and bubbles and to smooth joints.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.