openai | Software Engineer | Interview Experience
Interview Date: Not specified
Result: Not specified
Difficulty: Not specified
Interview Process
The interview included a system design question focused on data mining, specifically on how to iteratively extract good data from a large set of dirty data to further train a large model. The preparation materials provided by the company already outlined the topics to be covered. I utilized ChatGPT for deep research, which yielded good results. Another question involved creating a binary classifier for semantic analysis, where proficiency in common pandas functions was essential.
Technical Questions
- Data Cleaning (Data Cleaning, Iterative Training, Feedback Loop)
- Binary Classifier for Semantic Analysis (Text Processing, Machine Learning, Logistic Regression)
Tips & Insights
Familiarize yourself with the relevant tools and concepts ahead of time, as the preparation materials can guide your study effectively.