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



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