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