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Principal LLM Engineer [19 / 10 / 2025]

Principal LLM Engineer [19 / 10 / 2025]

Rapid7India
10 hours ago
Job description

Principal LLM Engineer

Join Rapid7 : Secure the Future with AI

Are you ready to lead the charge in integrating cutting-edge Large Language Models (LLMs) into world-class Cyber Security products?

Rapid7 is looking for a Principal LLM Engineer with a rare combination of deep Data Science expertise, mastery of production MLOps, and 13+ years of experience. You won't just build models; you'll architect the AI systems that protect our customers from the world's most sophisticated threats. This is a role for a proven leader who turns breakthrough research into scalable, high-impact security solutions.

What You'll Be Doing : Technical Leadership

As a Principal Engineer, you will define and execute the technical strategy across three critical domains :

1. LLM & AI System Architecture

You'll design and build the next generation of AI-powered security features.

  • LLM Orchestration : Architect complex security applications using frameworks like LangChain and LangGraph to connect LLMs with our data and tools.
  • RAG Pipelines : Build and optimise high-performance Retrieval-Augmented Generation (RAG) systems using Vector DBs to give our AI the context it needs from vast security datasets.
  • Model Optimisation : Implement efficient adaptation techniques (LoRA / PEFT) and run rigorous evaluation using tools like Promptfoo / HELM to ensure model accuracy and safety.
  • Governance & Safety : Design and enforce security Guardrails and governance policies for all LLM deployments.

2. Security-Focused MLOps & Production

You'll ensure our AI is always live, stable, and fighting threats.

  • Real-Time Monitoring : Establish comprehensive monitoring with Prometheus / Grafana / CloudWatch and lead our response to production incidents (PagerDuty, On-call).
  • Model Life Cycle : Master the MLOps pipeline, from model versioning (MLflow / SageMaker) to automating Drift Detection & Retraining.
  • Infrastructure : Use Terraform and Docker / Kubernetes to deploy scalable microservices and APIs.
  • Cloud Security Integration : Leverage AWS Bedrock / SageMaker / Lambda and ensure all deployments adhere to the highest standards of Cloud Security (IAM, VPC, Secrets).
  • CI / CD : Drive continuous deployment for our AI systems using tools like GitHub Actions / Jenkins.
  • 3. Data Science & Security Foundation

    Your background will enable you to solve complex security problems with data.

  • Deep Learning : Apply expertise in NLP, CNN, RNN, etc. to analyse security data (logs, network traffic, etc.).
  • Security Models : Drive the development of Malware Detection models, User behavioural models, and Malware behaviour-based Models.
  • Data Engineering : Lead initiatives in Data Acquisition, Feature Engineering, and transformation across services like S3, DynamoDB, and Redshift.
  • Explainable AI (XAI) : Use SHAP / LIME to ensure transparency and explainability in security decisions made by AI.
  • What You'll Bring

  • 13+ years of professional experience in Data Science, with a significant focus on LLMs / NLP and production MLOps.
  • Advanced degree (Master's or PhD) in Computer Science, Data Science, or a related field, or equivalent practical experience.
  • A proven track record of taking complex ML / LLM projects from concept to highly available production systems.
  • Familiarity with Cost Optimisation (FinOps) for cloud resources.
  • If you thrive on solving the hardest problems in AI and applying that power to make the world a safer place, we want to hear from you!

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    Principal Engineer • India

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