---
title: "20 Jobs That OpenAI 03 Deep Research Will Replace"
description: "5 source-backed AI claims from 20 Jobs That OpenAI 03 Deep Research Will Replace, with key statistics, context, and the original AI Adopters Club source."
url: "https://kbanc.com/claims-library/20-jobs-that-openai-03-deep-research-will-replace"
source: "https://aiadopters.club/p/20-jobs-that-openai-03-deep-research"
date: "2025-02-05"
topics: ["business", "strategy"]
generated: "2026-08-31"
---

# 20 Jobs That OpenAI 03 Deep Research Will Replace

By Kamil Banc | February 5, 2025

## Claims

1. **Tax Preparers Most Exposed** (source summary): Tax preparers face a 98 percent replacement probability according to the AI-generated job ranking.
2. **High-Risk Tier Jobs** (source summary): Data entry clerks, telemarketers, bookkeepers, and paralegals all face replacement probabilities of 90 percent or higher.
3. **Tutors Face Lowest Risk** (source summary): Tutors have the lowest replacement probability on the list at 60 percent.
4. **Skills to Develop** (Kamil's interpretation): The author recommends developing system integration, uncertainty navigation, and insight synthesis skills to resist automation.
5. **Perplexity-Generated Ranking** (source summary): The job ranking was generated by asking Perplexity to list 20 jobs OpenAI o3 Deep Research will replace.

## Evidence

### 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." - Kamil Banc

### 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.

## 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.

## Source
- Original: [20 Jobs That OpenAI 03 Deep Research Will Replace](https://aiadopters.club/p/20-jobs-that-openai-03-deep-research)
- Cite: kbanc.com/claims-library/20-jobs-that-openai-03-deep-research-will-replace