Principal Engineer, AWS Agentic AI

AWS Transform is building the next generation of Agentic AI services that autonomously
migrate the worlds largest enterprises to the cloud. With approximately 7/8 of all enterprise
workloads still running on-premises we are at the center of one of AWSs most significant
growth opportunities. We are looking for a Principal Engineer who lives at the frontier of AI
someone who can envision and build autonomous agents that reason about complex
infrastructure make intelligent decisions and execute large-scale migrations with minimal
human intervention. This is a rare opportunity to define the architecture of an AI-native
platform from the ground up.

Key job responsibilities
Define and architect the technical vision for an Agentic AI migration platform where autonomous agents discover plan and execute full data center exits

Design and build multi-agent systems that leverage foundation models chain-of-thought reasoning and tool-use patterns to solve complex migration challenges

Architect AI-powered network transformation capabilities using generative models to analyze replicate and optimize enterprise network topologies

Provide technical leadership across 4 scrum teams instilling an AI-first engineering culture and ensuring architectural coherence across agent frameworks

Drive innovation in agentic orchestration to continuously improve autonomy and accuracy for migration of servers storage networks and applications

Mentor senior engineers on AI-native development practices and cultivate a culture of rapid experimentation spec-driven engineering and high velocity releases on Brownfield projects.


A day in the life
Youll start your day evaluating the latest agent performance metrics reviewing how your autonomous migration agents handled workloads and identifying where reasoning chains can be improved. Mid-morning youll dive into architecture reviews for new agent capabilities perhaps a planner agent that uses LLMs to decompose complex migration dependencies or a network transformation agent that analyzes discovered topologies and generates infrastructure-as-code. Afternoons bring cross-team collaboration with US-based Principal Engineers aligning on foundation model selection prompt engineering strategies and the overall agentic platform roadmap. Youll close the day mentoring engineers on AI system design reviewing experiment results and sketching out novel approaches to unsolved migration problems.

10 years of professional software development experience with 3 years focused on AI/ML systems

5 years of designing and building large-scale distributed systems

Deep hands-on experience with large language models (LLMs) foundation models or agentic AI frameworks

Experience designing multi-agent systems autonomous orchestration engines or AI-driven workflow platforms

Proficiency in Python with experience in ML frameworks (PyTorch TensorFlow or similar)

Experience with prompt engineering and chain-of-thought reasoning patterns

Track record of shipping AI-powered products or services at production scale

Experience leading technical strategy and architecture across multiple engineering teams

Familiarity with reinforcement learning planning algorithms or decision-making systems

Experience with AWS services cloud-native architectures and infrastructure-as-code

Strong demonstrated thought leadership in AI/ML

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