JobReadinessMeter
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AI / LLM engineers

AI engineer interviews need backend depth too.

Most AI engineering roles in India are really backend roles with LLM features. You will be tested on retrieval and evaluation, but also on APIs, data and system design.

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Nagendra Kumar

Built with Nagendra Kumar, IIT Delhi graduate
· interviewed 300+ engineers

Readiness assessment

Know exactly where you stand.

  • Overall readiness score out of 100
  • Skill-wise breakdown across 7 areas
  • Your gaps, ranked by priority
  • An action plan and simple explanations for every miss

₹49

28 questions · 30 min · instant report

Start

What you'll be tested on

The skills that carry the most weight.

1.2× weight

AI / LLM Engineering

1.2× weight

Python Fundamentals

1.2× weight

APIs & Web Frameworks

1.0× weight

System Design & Scalability

This guide is for

  • Python developers moving into AI and LLM work
  • Data scientists moving into engineering
  • Backend engineers adding RAG and agents to products

Try before you pay

One question.
See how you think.

This is the style of every question in the assessment: real situations, not trivia, with an explanation for each answer. The full test covers 28 questions across 7 skills.

AI / LLM engineers Not from the paid test

Your RAG chatbot answers confidently but cites the wrong policy document. What should you check first?

If the wrong context is retrieved, no model or prompt can fix the answer. Inspect the retrieved chunks, chunk size and embeddings before touching generation.

· Free

Your plan

Four steps, in the right order.

  1. 01

    Check your readiness, including AI skills

    Start free
  2. 02

    Build a small RAG API you can debug

  3. 03

    Add structured output and an eval set

  4. 04

    Practise explaining trade-offs

Stop guessing what to study

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30-min test

Job Readiness Assessment

Know exactly where you stand.

Free ₹99 one-time

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Test + 30-min session

Assessment + Personal Guidance

Turn your score into a clear plan.

₹500 ₹599 one-time

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60-min session

Personal Mentoring

Deep one-to-one help, no test needed.

₹999 one-time

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Nagendra Kumar

Your mentor

Nagendra Kumar

IIT Delhi graduate · 10+ years

300+

engineers interviewed

50+

engineers hired

MeetInsights GoMechanic Delhivery
LinkedIn

FAQ

Questions, answered.

RAG, embeddings, structured output, evaluation and production concerns, on top of Python and API fundamentals.
For most AI application roles, practical engineering matters more than model training theory.
It scores AI / LLM engineering alongside the backend skills these roles need, and ranks your gaps.

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Know your readiness.
Plan your next move.

30 minutes from now, you'll know exactly what to work on.

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