OpenAI Interview Trend Analysis — Q2 2026
Overall Trend
OpenAI continues aggressive hiring in early 2026, with interview posts covering SWE, MLE/RE, Mobile, and other roles. The interview process typically starts with a Phone Screen (two back-to-back 60-minute rounds: Coding + System Design), followed by an Onsite (Coding + SD + Behavioral + Technical Deep Dive + HM Chat). The bar is extremely high — many well-prepared candidates still get rejected. [hidden]
Coding rounds feature custom, practical problems (not traditional LeetCode), with multiple progressive parts to complete within 60-75 minutes. ML roles include additional ML Coding rounds (Transformer debugging, NumPy implementations) and Math Reasoning. [hidden]
Question Type Distribution
| Type | Count | Percentage |
|---|---|---|
| General Coding | 55 | 47% |
| System Design | 35 | 30% |
| ML Coding / Debugging | 18 | 16% |
| Behavioral / Other | 8 | 7% |
Top 10 High-Frequency Topics
| Rank | Topic | Occurrences | Representative Posts |
|---|---|---|---|
| 1 | Plant Infection (Cellular Automata) | 18+ | Post 1, Post 2, Post 3 |
| 2 | Payment System Design | 10+ | Post 1, Post 2, Post 3 |
| 3 | GPU Credits | 8+ | Post 1, Post 2, Post 3 |
| 4 | [hidden] | [hidden] | [hidden] |
| 5 | [hidden] | [hidden] | [hidden] |
| 6 | [hidden] | [hidden] | [hidden] |
| 7 | [hidden] | [hidden] | [hidden] |
| 8 | [hidden] | [hidden] | [hidden] |
| 9 | [hidden] | [hidden] | [hidden] |
| 10 | [hidden] | [hidden] | [hidden] |
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Difficulty Trends
The overall difficulty remains extremely high. Coding questions don't focus on algorithmic complexity but demand speed and engineering execution.
- Plant Infection is the undisputed #1 high-frequency question, [hidden]
- GPU Credits as the second most frequent Coding question, [hidden]
- System Design leans heavily toward practical scenarios, [hidden]
- ML Coding is significantly challenging, [hidden]
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Notable Changes
- New Coding questions keep emerging: [hidden]
- SD topics shifting toward AI infrastructure: [hidden]
- Interview format variations appearing: [hidden]
- Cooldown period extended to one year: [hidden]
- Fullstack track emerging: [hidden]
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