What is incremental loading?
Middle
245
Machine Learning / AI
3636
0
What is AutoML and what tasks does it automate?
Middle — Senior
244
Do you mind if we start with clarifying questions about your resume?
Middle
244
What are DINO and DINO-v2?
Middle — Senior
244
What are the features of job and resume ranking?
Middle — Senior
244
How do two-stage detectors differ from single-stage detectors in architecture, speed, and quality?
Middle — Senior
244
244
Would you prefer to stay with Node.js and React, or are you open to another stack (in the context of ML)?
Senior
244
Was the data stored in a flat table? Did you develop features yourself or did someone do it for you?
Middle
244
What is prompt injection and what attacks have you seen in practice?
Middle
244
What is the complexity of the proposed solution with character removal and reversal? Can the algorithm be improved?
Middle
243
What is RLHF? Describe the three stages of training.
Middle — Senior
243
How to deal with class imbalance?
Middle
243
How were data extracted from PDF documents for the RAG system?
Senior
243
How was the inference of LLM (DeepSeek R1 33B) organized? How many GPUs, and how was parallelization handled?
Middle+
243
What physical types of connections (joints) exist at the physical level?
Middle
243
Why is RAG better than fine-tuning for a QA task on internal documentation?
Middle — Senior
243
What is CUPED and how does it reduce variance?
Middle — Senior
243
Besides F1 and recall, what metrics were used to evaluate the classifier?
Middle+
243
How to determine whether a task is classification, regression, or matching?
Middle — Senior
243