Job Requisition ID #
Position Overview
We are looking for an AI/ML Intern to help build an AI-powered incident response assistant. The intern will work on integrating knowledge base resources with real-time Slack interactions, enabling the assistant to analyze production failures, suggest resolutions, and provide instant responses.
Responsibilities
Develop pipelines to ingest, chunk, and embed content from wikis, GitHub repos, monitoring data, and Slack conversations.
Build and maintain a central knowledge base with embeddings and vector search for fast retrieval.
Implement Slack integration to enable instant responses to production failures.
Work on log and monitoring data analysis to detect anomalies and assist with troubleshooting.
Integrate with LLMs (via AWS Bedrock/Claude) for contextual reasoning and generating responses.
Enhance the retrieval-augmented generation (RAG) pipeline with filtering, similarity search, and grounding strategies.
Prototype automated tools like incident similarity search and AI-generated runbooks.
Collaborate with the engineering team to test and deploy solutions on AWS (ECS, S3, Lambda, OpenSearch).
Minimum Qualifications
Strong programming skills in Python and/or Node.js.
Understanding of machine learning and NLP concepts (embeddings, vector search, RAG).
Familiarity with Slack API integration and chatbot development.
Knowledge of logs, monitoring data, and incident response workflows is a strong plus.
Exposure to AWS services (ECS, S3, Lambda, Bedrock, OpenSearch) is advantageous.
Problem-solving mindset with ability to debug, test, and iterate quickly.
What You’ll Gain
Hands-on experience in building AI systems for real-time incident response.
Opportunity to work with production-scale observability data (logs, monitoring, Slack).
Learn how to integrate knowledge bases, embeddings, and LLMs for troubleshooting automation.
Mentorship from experienced engineers in cloud platforms, and DevOps automation.
#LI-AA1
Learn More
About Autodesk
Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.
We take great pride in our culture here at Autodesk – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!
Salary transparency
Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience, educational level, and geographic location.
Diversity & Belonging
We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
