Forward Deployed Engineer III - Applied AI

• 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