Katkat

Company

Distyl interview questions

2 practice questions in the style of Distyl's interviews, covering ML System Design.

Questions2

0 easy1 medium1 hard

Your progress0/2

Distyl interview questions by the numbers

Last updated

Katkat has 2 Distyl interview questions. The largest topics are ML System Design (100%). By difficulty: 50% medium and 50% hard. The most common round is Onsite (50%). Frequent concepts include Information Retrieval, LLM Safety, ML System Design and RAG.

Topics

Difficulty

  • Medium50% · 1
  • Hard50% · 1

Interview rounds

  • Onsite50% · 1
  • Technical Screen50% · 1

Roles

  • Machine Learning Engineer50% · 1
  • Software Engineer50% · 1

Frequent concepts

  • Information Retrieval50% · 1
  • LLM Safety50% · 1
  • ML System Design50% · 1
  • RAG50% · 1
  • Security50% · 1

Showing 1–2 of 2 results

  • Design Streaming Speech and Multi-Model Chat SystemsMedium

    A two-part system-design interview covering incremental multi-speaker transcription and a streaming multi-model chat service. Candidates must reason about ordering, revisions, backpressure, model fallback, durable conversation state, safety, and recovery.

    DistylMachine Learning EngineerML System DesignOnsite
  • Design a Grounded LLM Assistant for Case PreparationHard

    Design an enterprise-grade, retrieval-grounded LLM assistant for litigation teams to summarize discovery documents and draft case briefs with strict matter isolation, citation provenance, contradiction detection, and injection guardrails.

    DistylSoftware EngineerML System DesignTechnical Screen

Distyl interview experiences

All 1 →
  • A Whisper Streaming Take-home, Then System Design and a Deploy Deep DiveDistyl · AI Engineer · Senior+ · Onsite · May 2026

    I interviewed for AI Engineer + Backend. First was the recruiter, who asked a lot about customer and user experience, because Distyl does a lot of custom solutions for traditional companies building AI-related products, so it mostly revolved around development experience working with clients — kind of felt like interviewing for an FDE role. I applied for AI Engineer, and the recruiter said the wh…

More companies