Company Name : Jpmc
Profile : Sr Associate AI/ML N/A, Posted On : 16-03-2025

TPS Interview Experience

Note: No coding in the initial round. Only resume deep dive on ML.

Onsite: Round 1 - Coding & ML (1 hr 30 mins)
  • First Part: Coding
    • Two Sum problem
  • Second Part: ML Deep Dive
    • P-test, Z-test, T-test, Chi-square test
    • Minor deep dive into model development:
      • Use case: Predict employee salary using regression
    • Discussion on Decision Trees
  • Third Part: NLP Deep Dive
    • Word2Vec
    • RNN
    • LSTM
    • Transformers
    • LLM Fine-tuning
    • Retrieval-Augmented Generation (RAG)
Onsite: Round 2 - Hiring Manager (30 mins, In-Person)
  • Resume deep dive - 15 minutes
  • Standard behavioral questions - 15 minutes
Preparation Tips
  • No CoderPad/CodeSignal link, you have to share your screen and run the code live.
  • Focus on P-test, Z-test, and T-test, they tend to spend a lot of time on these topics.

Company Name : Jpmc
Profile : Senior AI Engineer N/A, Posted On : 14-04-2025

Job description had 22 points thoroughly focused on AI/ML, advanced Gen AI concepts like Agentic workflows and Libraries like LangGraph, LangChain and cloud technologies like AWS SageMaker and BedRock. Also a bit of emphasis on fastapi and Python engineering, which was 1 of the 22 Job duties.
Round one of Interview : Coding Round

1st question: Binary search tree left view using BFS. which I managed to crack.

Second question: An optimization algorithm to improve Space and time complexity of traversing a tree. which I replied I have no Idea of.

Blame me for not grinding Leet code while studying and understand 1000+ AI, DS, Cloud concepts. Worst part of the interview: The team actually do have noting to do with data or AI or Deep Learning. Why mention 10+ Databases and ETL tools in Job description. I was rejected for the role. But all seriousness the Job has nothing to do with AI, it should have been a Senior Python Engineer and I wouldn't have applied and saved a week of my crucial time.

Help Community !!
Click Here to Share Your Interview Experience.