I recently interviewed for an AI/ML role. The interview process consisted of multiple rounds.
The first round was a screening round where basic questions on ML concepts were asked, such as TF-IDF, cosine similarity, and basic NLP techniques. In the technical round, I was given a problem to design a simple question-answering system without using LLMs. I discussed approaches like TF-IDF, BM25, and word embeddings to retrieve the most relevant document.
The following metrics were computed from 1 interview experience for the Lenskart AI/ML Engineer role.
Lenskart's interview process for their AI/ML Engineer roles is extremely selective, failing the vast majority of engineers.
Candidates reported having mixed feelings for Lenskart's AI/ML Engineer interview process.