Which Jobs Are Most Affected by AI? The Data on Exposure and Adaptation
The most exposed jobs aren't the ones the headlines warn about. They're higher-paying, white-collar, and often considered "safe" until they aren't.

For most of automation history, the jobs at risk were low-wage and physical. Think factory workers, cashiers, and drivers. AI flipped that script. The jobs threatened by AI in 2025 are different. They pay more. They need more education. They were long seen as the "safe" white-collar careers.
Here is what the data shows. The list is ranked by exposure.
The most exposed jobs, in order
1. Customer service representatives
This is already happening at scale. Klarna is a buy-now-pay-later company. In February 2024, it said its AI chatbot handled two-thirds of customer chats. That is the work of 700 full-time agents. Bank of America's "Erica" assistant passed 2 billion customer chats by 2024. In March 2023, Goldman Sachs pointed to customer service and administrative work as among the most exposed to automation.
Where humans still win: hard cases, escalations, and upset callers. People handle those best. The simple work is mostly gone.
2. Junior copywriters and content writers
At agencies across the industry, AI now writes most first drafts. That includes blog posts, product descriptions, social copy, and emails. The writers who once made those drafts have become editors and strategists. The market for pure entry-level copywriters has shrunk since 2023.
Where humans still win: brand voice, real reporting, story craft, and editorial judgment. The middle of the market is generic content. That part is shrinking.
3. Translators and basic localization
Machine translation has improved for over ten years. With large language models, the quality jumped fast. Some expert translators still matter. That includes literary, legal, and medical work. But most general translation is now done by machines.
4. Data entry and basic administrative roles
The BLS projects data entry roles to fall 25% through 2032. That is one of the steepest drops in the whole economy. Robotic process automation plus large language models now handle most repetitive data entry.
5. Junior software developers
This one surprises people. GitHub's 2024 Octoverse Report showed Copilot passed 1.3 million paid users. Stack Overflow's 2024 survey found 76% of pro developers used or planned to use AI coding tools. The result is simple. Senior developers ship more. Junior developers ship the same. So the senior-to-junior ratio companies need has changed.
Several big tech firms slowed junior hiring in 2023 and 2024, amid wider cost cuts and growing AI adoption.
6. Legal document review and paralegal work
The American Bar Association's 2024 Tech Report saw fast AI uptake in law. Lawyers use it for contract review, discovery, and routine research. Tools from Harvey and Casetext now do work paralegals once did. Thomson Reuters bought Casetext in 2023.
7. Financial analysts and accounting work
In July 2023, Pew Research flagged finance, insurance, and accounting. They had the highest AI exposure of any major industry. In 2023, JPMorgan said it was using AI in roles that once employed analysts. In March 2023, Goldman Sachs estimated that a large share of tasks in law and finance could be automated.
8. Market researchers and survey analysts
Large language models are great at summarizing survey data. They draft reports well. They spot patterns across messy inputs. Senior strategists still matter. The junior end of this career path is hit hard.
9. Junior graphic designers
Image tools have moved fast. That includes Midjourney, DALL-E, Adobe Firefly, and Stable Diffusion. The shift shows across the design world. Senior creative directors are still in demand. Junior designers who do routine work now compete with faster tools. So the role is moving toward art direction and quality checks.
10. Tax preparation and bookkeeping
The BLS projects bookkeeping to fall 6% through 2032. Accounting software plus AI now does more of the work. Humans are moving into oversight roles, not execution.
What this list does not mean
Exposure is not the same as elimination. Customer service still employs millions. Software development is one of the best-paid careers around. Graphic design is not dead. Senior creative work is worth more than ever. The risk hits specific parts of each job. It is the entry-level, repetitive, pattern-matching work that is exposed.
The real shift is structural. The bottom rungs of these career ladders are being cut off. That changes how anyone breaks into these fields over time.
What the research shows
Teams across the creative world have had to adjust. Junior design and content roles have changed shape in recent years. People who embraced the shift moved into editing and team lead work. The broad lesson is clear. New skills and an open mind decide who thrives. Pushing back does not.
Research and industry experience point the same way. Investing in curious, adaptable people pays off best. That holds true even for people without a technical background. Forcing tool adoption without real buy-in tends not to stick.
If your job is on this list, do not fight the tool. Instead, find the parts of your work that will last. Then invest heavily in those.
The honest take
The most threatened jobs in 2025 are not the ones the 2010s headlines feared. They are white-collar jobs built on pattern-matching, summarizing, and standard procedures. Some pay well today. Some will look very different by 2028.
If you are in one of these roles, you still have time. The real question is not whether AI will affect your job. It is whether you are using this time to build the parts that will hold.
Sources
Goldman Sachs, The Potentially Large Effects of Artificial Intelligence on Economic Growth (March 2023).
Pew Research Center, Which U.S. Workers Are More Exposed to AI on Their Jobs? (July 2023). pewresearch.org
U.S. Bureau of Labor Statistics, Occupational Outlook Handbook (2024 edition). bls.gov
GitHub, 2024 Octoverse Report (November 2024). github.com
Stack Overflow, 2024 Developer Survey (May 2024). stackoverflow.co
American Bar Association, 2024 Legal Technology Survey Report (2024). americanbar.org
Klarna, AI customer service announcement (February 2024). klarna.com
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Related reading: Will AI Change My Job? What the Data Says About Which Roles Are Actually Exposed · What Jobs Are Structurally Hard for AI to Replace? The Honest List
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