Example listing with a fictional company — for demonstration only, not a live vacancy.

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RAG

GenAI Engineer

Solstice Data Co.

BengaluruHybridSeniorFull-time$150k+
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Your Match

This is what a signed-in ITtoAI member sees here, based on their verified skill profile. Sign in and complete your AI Readiness Assessment to see your own match.

MATCH SCORE FOR THIS ROLE

Based on verified skills against GenAI Engineer's required capabilities. A higher score reflects closer skill alignment — it does not guarantee an interview or offer.

Matched Skills

PythonLLM EngineeringRAG

Skill Gaps

AI Evaluation

RECOMMENDED PREPARATION

Focus on Retrieval-augmented generation architecture and evaluation, then build practical evidence with a project like Enterprise RAG Assistant. Revisit the relevant section of the AI Readiness Assessment to track progress.

Illustrative example. Match scores reflect assessed skill alignment — they do not guarantee an interview, offer or hiring outcome.

Job details

Overview

Solstice Data Co. is building GenAI capability into its analytics platform. As a Senior GenAI Engineer, you will lead the design of retrieval and generation systems that turn unstructured data into reliable, explainable answers.

Responsibilities

  • Architect retrieval-augmented generation pipelines across large, messy data sources.
  • Define and run evaluation methodology for generation quality and factual accuracy.
  • Mentor engineers building on top of the GenAI platform.
  • Partner with data engineering on the pipelines that feed retrieval systems.
  • Represent GenAI capability decisions to non-technical stakeholders.

Required Skills

PythonLLM EngineeringRAGAI Evaluation

Preferred Skills

MLOpsAI System DesignTeam Leadership

AI Technology Stack

PythonLlamaIndexVector DatabasesCloudEvaluation Frameworks

Interview Process

What to expect

Application Review

Initial review of your profile, projects and assessed skills.

Technical Screen

Deep dive on RAG architecture and evaluation approach.

Practical Exercise

Design a retrieval system for a large, evolving dataset.

Team Interview

Discuss mentoring and cross-team collaboration experience.

Ready to take the next step?

Applying connects you with the ITtoAI team — your verified profile and assessed skills go with you.

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This is an example listing. Match scores and outcomes are illustrative and do not guarantee employment or hiring.