Lead AWS Cloud Engineer
Company: VirtualVocations
Location: Vista
Posted on: May 24, 2025
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Job Description:
A company is looking for a Lead AWS Cloud Engineer with an AI/ML
focus.
Key Responsibilities
Develop and maintain modular AI services on AWS for scale,
governance, and cost-efficiency
Contribute to the end-to-end development of RAG pipelines
connecting internal datasets to inference endpoints
Fine-tune LLM-based applications and support the development of
reusable platform components for AI/ML operations
Required Qualifications, Training, and Education
7-10 years of software engineering experience with a focus on
Python and GoLang
Strong background in document tokenization, embeddings, and NLP
pipelines
Hands-on development experience with RAG, semantic search, and
LLM-augmented applications
Deep expertise with AWS services, especially Bedrock, SageMaker,
ECS, and Lambda
Experience with Infrastructure as Code best practices and building
Terraform modules for AWS cloud
Keywords: VirtualVocations, Rancho Santa Margarita , Lead AWS Cloud Engineer, Engineering , Vista, California
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