Senior Software Engineer(AI/ML Platform)

Overview

Senior Software Engineer for Autodesk’s AMP team, designing an AI/ML serving platform in a hybrid cloud architecture.

What you'll do

• Design and implement scalable AI/ML model serving systems with low latency.
• Architect and manage hybrid cloud infrastructure across on-prem and multiple cloud platforms.
• Oversee production deployment of AI/ML models, including CI/CD for deployment, versioning, and rollbacks.
• Implement monitoring to track production model performance and optimize for efficiency and cost.
• Ensure security and compliance for data security/privacy, including encryption, access controls, and audit trails.
• Collaborate with researchers and data engineers to productionize AI/ML models.

What you'll need

• 5+ years of experience in software development and engineering.
• Hands-on experience with AI/ML frameworks such as TensorFlow and PyTorch.
• Strong coding skills in languages commonly used for AI/ML and systems development, such as Python.
• Experience designing and managing systems on hybrid cloud architectures, including Azure knowledge.
• Familiarity with containerization and orchestration tools such as Docker and Kubernetes.
• Knowledge of DevOps practices including CI/CD pipelines and infrastructure as code.

Details

• Workplace type: hybrid; job location: Pune.