---
title: "Does AI make work easier? — Work data 2026"
url: https://survey.stackoverflow.co/2026/work/data/job-ease-ai
year: 2026
chapter: "work"
question: "JobEaseAI"
section: "Job satisfaction + AI"
licence: "ODbL 1.0 (https://opendatacommons.org/licenses/odbl/1-0/)"
---

# Does AI make work easier?

AI is tightly associated with tool access: 68% say it was the main reason tools made work easier, and another 26% say it contributed. AI is much less likely to be the main reason supportive teams or clear priorities helped.

Asked as: For each factor that made your job easier, was AI or AI agents a reason? (`JobEaseAI`, scale, optional, v2026.1)
Asked as: In the past 6 months, which factor has done the most to make your job easier to do? (`JobEase`, single select, optional, v2026.1)

## Results

### All Respondents

n = 11,973

|  | Yes, AI or AI agents were the main reason | No, AI or AI agents were not a reason | Yes, AI or AI agents contributed, but were not the main reason | I’m not sure |
| --- | ---: | ---: | ---: | ---: |
| Access to the right tools or platforms | 2,493 | 213 | 968 | 14 |
| Supportive teammates, managers, or mentors | 147 | 2,113 | 847 | 57 |
| Clear priorities or requirements | 73 | 840 | 369 | 25 |
| Enough time, staffing, or resources | 117 | 558 | 374 | 29 |
| Better processes, workflows, or coordination | 242 | 475 | 508 | 17 |
| Reliable systems, infrastructure, or environments | 124 | 349 | 250 | 12 |
| Helpful documentation or knowledge sharing | 119 | 314 | 313 | 13 |

In context: https://survey.stackoverflow.co/2026/work/data.md