Lead the design, development, and deployment of full stack AI applications using React, Node.js, and AWS.
Integrate AI/ML solutions, including LLMs, embeddings, and agent frameworks, into production applications.
Collaborate with cross-functional teams (product, data, AI, and architecture) to define project scope, design patterns, and technical strategy.
Ensure scalable, secure, and maintainable cloud architectures, leveraging AWS services (Lambda, SageMaker, Bedrock, ECS/EKS).
Mentor and guide engineers on best practices, code quality, and architectural decisions.
Implement LLMOps workflows: prompt management, model pipelines, versioning, monitoring, and optimization.
Work with unstructured data (text, image, video, audio) to enable AI-driven features.
Contribute to reusable code libraries, frameworks, and engineering standards.
Stay up-to-date with AI and full stack technologies and share knowledge internally and externally.
Requirements
Full stack development experience with React and Node.js.
Experience integrating AI/ML solutions, including LLMs, embeddings, and agent frameworks.
Experience deploying scalable cloud architectures on AWS.
Knowledge of AWS Lambda, SageMaker, Bedrock, and ECS/EKS.
Experience implementing LLMOps workflows, including prompt management,



model pipelines, versioning, monitoring, and optimization.
Experience working with unstructured data including text, image, video, and audio.
Ability to lead full stack AI projects and make technical and architectural decisions.
Ability to mentor engineers and contribute to engineering standards and reusable code libraries.
Core Competencies
Demonstrates expertise in full stack development with React and Node.js, integrating AI/ML solutions, and deploying scalable cloud architectures on AWS.
Proven ability to lead projects, mentor engineers, and implement LLMOps workflows for AI-driven applications.
Highest-signal resume keywords
Full Stack Development
AI/ML Integration
AWS Cloud Architecture
LLMOps Workflows
Mentoring Engineers
ATS Optimization Keywords
Hard Skills
React
Node.js
AI/ML Solutions
LLMs
Embeddings
Agent Frameworks
AWS Lambda
AWS SageMaker
AWS Bedrock
ECS/EKS
Soft Skills
Collaboration
Leadership
Mentoring
Industry Keywords
Unstructured Data
Text
Image
Video
Audio
Tools & Technologies
AWS Services
Cloud Architectures
Reusable Code Libraries
Engineering Standards
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📌 Forward Deployed Engineer Iii – Applied Ai (Melbourne)
🏢 Jobtailor
📍 Melbourne