Software Engineer (Context Graph, AI/ML)

Autodesk is hiring a Software Engineer (Context Graph, AI/ML) in Pune.

Job Requisition ID # 26WD99880 Position Overview We are looking for an AI/ML Software Engineer for the Search & Context Graph (CG) Platform within Autodesk Platform Services. In this role, you will help build intelligent AI systems that power search experiences and Context Graph capabilities across Autodesk's Industry Clouds – Fusion, Forma and Flow. You will focus on model evaluation, inferencing infrastructure, and AI automation to advance the intelligence of our platform.

Requirements

• BS or MS in Computer Science, Machine Learning, or related field

• 2-4 years of experience building and running ML systems or AI-powered applications

• Strong machine learning fundamentals: model training, evaluation, inference, and deployment

• Proficiency in Python for ML engineering and data pipelines

• Experience with LLM APIs, prompt engineering, and working with foundation models

• Hands-on experience with vector databases (e.g. Pinecone, Weaviate, pgvector) or embedding-based retrieval systems

• Experience with Cloud infrastructure platforms such as AWS (e.g. SageMaker, Lambda, ECS)

• Familiarity with ML frameworks such as PyTorch, TensorFlow, or Hugging Face Transformers

Preferred qualifications

• Experience building RAG (Retrieval Augmented Generation) architectures

• Exposure to Context Graph technologies and graph databases (e.g. Neo4j, Neptune)

• Experience with Information Retrieval and hands-on knowledge of Lucene/ElasticSearch/OpenSearch

• Familiarity with MLOps tools and pipelines (e.g. MLflow, Kubeflow, SageMaker Pipelines)

• Familiarity with AI evaluation frameworks (e.g. RAGAS, LangSmith, HELM)

• Experience in monitoring and improving reliability of AI/ML systems at scale

• Aware of Security and Compliance challenges in Cloud AI products and platforms

The Ideal Candidate

• Strong communicator. You enjoy synthesizing, simplifying, and articulating complex AI/ML problems to others

• A team-player, with a result-focused passion to deliver intelligent solutions that improve user experiences

• You embrace perpetual learning in the rapidly evolving AI/ML landscape and are always ready for a new challenge

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 define