Claims Library Entry
20 Jobs That OpenAI 03 Deep Research Will Replace
The article presents a ranked list of 20 jobs that OpenAI's o3 Deep Research could replace, ordered by replacement probability from tax preparers (98%) down to tutors (60%). It advises readers to develop uniquely human skills like strategic empathy, complex problem-solving, and adaptive learning to stay relevant in the AI era.
Published February 5, 2025 by Kamil Banc
Lead claim
AI-generated ranking predicts tax preparers face 98% replacement probability from OpenAI o3 Deep Research.
Atomic Claims
What this article supports
Copy individual claims as needed.
Claim 1 · Source summary
Tax Preparers Most Exposed
Tax preparers face a 98 percent replacement probability according to the AI-generated job ranking.
Claim 2 · Source summary
High-Risk Tier Jobs
Data entry clerks, telemarketers, bookkeepers, and paralegals all face replacement probabilities of 90 percent or higher.
Claim 3 · Source summary
Tutors Face Lowest Risk
Tutors have the lowest replacement probability on the list at 60 percent.
Claim 4 · Kamil's interpretation
Skills to Develop
The author recommends developing system integration, uncertainty navigation, and insight synthesis skills to resist automation.
Claim 5 · Source summary
Perplexity-Generated Ranking
The job ranking was generated by asking Perplexity to list 20 jobs OpenAI o3 Deep Research will replace.
Evidence
Context behind the claims
Quote
"Success in the AI era isn't about competing with algorithms – it's about mastering the skills that make algorithms want to collaborate with you."
Key statistics
98%
Predicted replacement probability for tax preparers, the highest-ranked job on the list.
90%+
Replacement probability range for the top tier: tax preparers, data entry clerks, telemarketers, bookkeepers, and paralegals.
80%
Predicted replacement probability for customer service representatives, the start of the 'Still Got Time' tier.
60%
Predicted replacement probability for tutors, the lowest-ranked job on the list.
Supporting context
The article's methodology is notably informal: the author prompted Perplexity to generate a ranked table of 20 jobs that OpenAI o3 Deep Research could replace, with probability estimates produced by the AI tool rather than derived from empirical labor-market data. Readers should treat the percentages as speculative projections rather than verified forecasts. For practitioners, the article's practical value lies in its recommended skill development: system integration (connecting ideas, departments, and solutions), uncertainty navigation (operating effectively with incomplete data), and insight synthesis (combining quantitative data with qualitative human understanding). The author also suggests building strategic empathy, complex problem-solving, relationship intelligence, and adaptive learning as a career insurance policy against AI disruption.
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"[claim text]" (Banc, Kamil, 2025, https://kbanc.com/claims-library/20-jobs-that-openai-03-deep-research-will-replace)Original Article
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Banc, Kamil (2025, February 5, 2025). 20 Jobs That OpenAI 03 Deep Research Will Replace. AI Adopters Club. https://aiadopters.club/p/20-jobs-that-openai-03-deep-researchClaims Collection
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Banc, Kamil (2025). 20 Jobs That OpenAI 03 Deep Research Will Replace [Structured Claims]. Retrieved from https://kbanc.com/claims-library/20-jobs-that-openai-03-deep-research-will-replaceAttribution Requirements
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