Will AI replace Survey Researchers?
On paper, AI could touch ~62% of the work in Survey Researchers — and unlike most jobs, it's already showing up in the real workday, not just the theory.
O*NET-SOC 19-3022
How your 16 core tasks split
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a high share of this job's tasks (~62%). By late 2025, real-world AI use had reached about 43% of its task activity (already common). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
Read this as a range, not a verdict
The signals here partly disagree — AI's theoretical reach (~62%) and its real-world use (~43%) tell different stories. AI-risk scores also shift a lot by which model does the rating (2.7%–51.5% in one 2026 study), so this is a direction of travel, not a fixed answer.
See all 16 tasks, ratedBased on real task-level AI scores — click to collapse
- Review, classify, and record survey data in preparation for computer analysis.
- Produce documentation of the questionnaire development process, data collection methods, sampling designs, and decisions related to sample statistical weighting.
- Write training manuals to be used by survey interviewers.
- Write proposals to win new projects.
- Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.
- Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.
- Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.
- Consult with clients to identify survey needs and specific requirements, such as special samples.
- Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.
- Support, plan, and coordinate operations for single or multiple surveys.
- Conduct research to gather information about survey topics.
- Direct and review the work of staff members, including survey support staff and interviewers who gather survey data.
- Analyze data from surveys, old records, or case studies, using statistical software.
- Direct updates and changes in survey implementation and methods.
- Collaborate with other researchers in the planning, implementation, and evaluation of surveys.
- Hire and train recruiters and data collectors.
- ⚠️ None — every core task is at least partly within AI's reach. The job won't vanish, but almost all of it changes.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.