CLOSE
The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
Navigate your career with your free AI Career Coach. Research-backed, designed with career experts.
The AI Resilience Report is a project from CareerVillage®, a registered 501(c)(3) nonprofit.
Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
Tapers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
A career in taping is labeled as "Somewhat Resilient" because while technology is starting to take over some repetitive and heavy tasks like spraying and sanding, the detailed and skilled work still needs a human touch. Machines can help speed up parts of the process, but picking the right materials and making precise adjustments are tasks that require human judgment and experience.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is somewhat resilient
A career in taping is labeled as "Somewhat Resilient" because while technology is starting to take over some repetitive and heavy tasks like spraying and sanding, the detailed and skilled work still needs a human touch. Machines can help speed up parts of the process, but picking the right materials and making precise adjustments are tasks that require human judgment and experience.
Read full analysisAnalysis of Current AI Resilience
Tapers
Updated Quarterly • Last Update: 2/17/2026

Right now, taping and finishing drywall is mostly done by hand [1]. Workers spread joint compound, press tape into seams, and smooth extra coats onto walls by hand or with simple power tools. Some parts of the job are getting high-tech help.
For example, new machines and robots spray and sand wall joints automatically [2] [3]. Robotic lifts can hold heavy wall panels or sand ceilings to save workers’ backs [2]. There are even powered taping tools that apply compound and embed tape in one action [2] [1].
Still, these tools don’t replace the taper’s skill. Picking the right tape, mixing mud, and fixing tiny cracks all need a human’s judgment. Industry experts note that robots handle the heavy, repetitive work, while a person’s careful touch is needed for detail and quality [2] [1].

Adopting AI and robots in drywall work is happening slowly. Big construction robots can be expensive and jobsites vary a lot, so contractors are cautious. But builders face a labor shortage and rising costs, so many are experimenting with tech.
For instance, studies show construction lags behind other industries in productivity [4]. Startups are using drones and computer vision to track progress [4], and some firms use software to plan projects faster. Over time, as automated tools prove they save time and reduce injuries, more crews will use them.
Early adopters can get an edge with faster work and happier workers [2]. However, people are still key. Government data shows only about 37% of a taper’s tasks are even “moderately” automated now [1].
In short, new AI tools are helping with spraying and sanding, but hiring skilled tapers remains important. With training and experience, human finishers will work alongside machines – keeping the craft alive while using technology to make work safer and faster [2] [4].

Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.
They prepare walls for painting by covering seams and joints with tape and plaster, ensuring a smooth, finished surface.
Median Wage
$64,700
Jobs (2024)
15,600
Growth (2024-34)
+0.1%
Annual Openings
1,100
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Work on high ceilings using scaffolding or other tools, such as stilts.
Sand rough spots of dried cement between applications of compounds.
Press paper tape over joints to embed tape into sealing compound and to seal joints.
Spread sealing compound between boards or panels or over cracks, holes, nail heads, or screw heads, using trowels, broadknives, or spatulas.
Seal joints between plasterboard or other wallboard to prepare wall surfaces for painting or papering.
Sand or patch nicks or cracks in plasterboard or wallboard.
Spread and smooth cementing material over tape, using trowels or floating machines to blend joints with wall surfaces.
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.

© 2026 CareerVillage.org. All rights reserved.
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.