Scale AI Machine Learning Engineer Interview Questions
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Scale AI
Medium
Machine Learning EngineerDebug ML pipeline and build text parser
- Given raw text files with noisy formatting, implement a robust parser that outputs structured examples; handle delimiters, quoting/escaping, encodin...
Data Manipulation (SQL/Python)
0
0
Sep 6, 2025
Scale AI
Hard
Machine Learning EngineerExplain Transformers, attention, decoding, RL, and evaluation
Technical Screen: Transformers, Attention, Decoding, RLHF, Evaluation, and Optimization Context: Assume a modern decoder-only LLM unless stated otherw...
Machine Learning
0
0
Sep 6, 2025
Scale AI
Medium
Machine Learning EngineerImplement universal adversarial attack on GPT-2
You are given a Google Colab notebook and access to a pretrained, aligned GPT-2 language model that has been tuned to avoid generating a small list of...
Machine Learning
0
0
Jul 8, 2025