Occupation baseline · Research consensus
Will AI replace Fundraisers?
Baseline AI displacement risk for Fundraisers, aggregated from 7 research sources.
What this score means
Fundraisers sits in the middle of the exposure range for Business & Operations. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 43 out of 100 it scores 4 points below the Business & Operations average of 47. Across the 7 sources behind this baseline, individual estimates run from 23 to 61, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Fundraisers, most central first, showing 12 of 28.
- 01Identify and build relationships with potential donors.
- 02Secure commitments of participation or donation from individuals or corporate donors.
- 03Write and send letters of thanks to donors.
- 04Solicit cash or in-kind donations or sponsorships from individual, business, or government donors.
- 05Create or update donor databases.
- 06Develop strategies to encourage new or increased contributions.
- 07Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.
- 08Compile or develop materials to submit to granting or other funding organizations.
- 09Conduct research to identify the goals, net worth, charitable donation history, or other data related to potential donors, potential investors, or general donor markets.
- 10Develop fundraising activity plans that maximize participation or contributions and minimize costs.
- 11Direct or supervise fundraising staff, including volunteer staff members.
- 12Establish fundraising or participation goals for special events or specified time periods.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 7 research sources that scored Fundraisers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03WORKBank: Expert-Rated Automation Capacity of Occupational Tasks · 2026Shao, Zope, Jiang, Pei, Nguyen, Brynjolfsson, Yang, Stanford (2026)
- 04Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 05Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 06GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 07AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Fundraisers?
- Published research puts Fundraisers at 43 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 7 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Fundraisers?
- Only partly. Individual estimates for Fundraisers run from 23 to 61 out of 100 across the 7 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which business & operations roles face similar AI exposure?
- The closest published business & operations roles to Fundraisers by score are Equal Opportunity Representatives and Officers (43/100), Project Management Specialists (43/100), and Security Management Specialists (43/100). Each has its own page with the research behind its number.
Also covers
Annual Giving Coordinator · Annual Giving Officer · Campaign Fundraiser · Capital Campaign Fundraiser · Community Fundraiser · Contract Grant Writer · Development Associate · Development Coordinator and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More business & operations occupations
- Insurance Appraisers, Auto Damage45/100
- Environmental Compliance Inspectors44/100
- Equal Opportunity Representatives and Officers43/100
- Project Management Specialists43/100
- Security Management Specialists43/100
- Government Property Inspectors and Investigators42/100
- Wholesale and Retail Buyers, Except Farm Products42/100
- Buyers and Purchasing Agents, Farm Products41/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.