Relevance Lab

Job Description: AI/ML / Generative AI Developer Agentic AI
Experience:
6 8 Years
Location:
United States Los Angeles, CA
Time Zone:
Must be available to work Pacific Time (PST/PDT)
Domain:
Insurance
Technology Stack:
AWS Bedrock, Amazon Bedrock AgentCore, Amazon Quick, Python, GenAI, Agentic AI, Data Engineering
Role Overview
We are seeking an experienced
AI/ML / Generative AI Developer
with strong hands-on expertise in building and deploying enterprise-grade AI solutions using AWS technologies. The ideal candidate will play a key role in developing an
Agent Factory platform and GenAI-powered intelligent agents
to automate business processes and enhance operational efficiency within the Insurance domain.
The role requires expertise in Agentic AI development, AWS Bedrock, Amazon Bedrock AgentCore, Amazon Quick, and building scalable data pipelines to support AI-driven applications.
Key Responsibilities
<ul>
<li>Design, develop, and deploy GenAI agents and autonomous AI workflows using AWS Bedrock and Amazon Bedrock AgentCore.</li>
<li>Contribute to the development of an Agent Factory framework for building, deploying, orchestrating, and managing reusable AI agents.</li>
<li>Develop intelligent agents to support Insurance business processes, workflow automation, and decision support.</li>
<li>Build and maintain scalable data ingestion, transformation, and ETL/ELT pipelines to support AI/ML applications.</li>
<li>Develop and integrate LLM-based applications using Retrieval-Augmented Generation (RAG), prompt engineering, vector databases, and agent orchestration frameworks.</li>
<li>Leverage Amazon Quick to enable AI-powered enterprise workflows and intelligent automation.</li>
<li>Integrate AI agents with enterprise applications, APIs, databases, and external tools.</li>
<li>Implement agent monitoring, evaluation, security, and governance to ensure reliable production deployments.</li>
<li>Collaborate with data engineering, cloud architecture, and business teams to deliver scalable GenAI solutions.</li>
<li>Optimize AI models, agent performance, and cloud infrastructure for scalability, reliability, and cost efficiency.</li>
</ul>
Required Skills (Must-Have)
<ul>
<li>6 8 years of experience in software engineering, AI/ML development, or related technical roles.</li>
<li>Strong hands-on development experience with Python and AWS cloud services.</li>
<li>Practical experience building GenAI applications, LLM-powered workflows, and AI agents.</li>
<li>Experience with Amazon Bedrock and Amazon Bedrock AgentCore.</li>
<li>Knowledge or hands-on experience with Amazon Quick and AI-powered enterprise automation.</li>
<li>Experience designing and developing data pipelines using AWS Glue, Lambda, S3, or similar technologies.</li>
<li>Strong understanding of RAG architectures, embeddings, vector databases, prompt engineering, and LLM integration.</li>
<li>Experience integrating REST APIs, tools, and enterprise data sources into AI applications.</li>
<li>Understanding of secure, scalable, production-ready AI application development.</li>
</ul>
Good-to-Have Skills
<ul>
<li>Experience with LangChain, LangGraph, CrewAI, or AWS Strands Agents.</li>
<li>Familiarity with Model Context Protocol (MCP), multi-agent orchestration, and agent-to-agent communication.</li>
<li>Experience with AWS Step Functions, SageMaker, DynamoDB, and OpenSearch.</li>
<li>Knowledge of CI/CD, Docker, Terraform, and MLOps/LLMOps practices.</li>
<li>Experience working in the Insurance domain, including claims processing, underwriting, policy administration, or customer servicing.</li>
<li>Exposure to AI governance, model evaluation, observability, and responsible AI practices.</li>
</ul>
Preferred Candidate Profile
A hands-on AI/ML or GenAI Developer who has successfully designed and deployed production-grade GenAI solutions, possesses strong AWS expertise, and can independently build intelligent agents and supporting data pipelines.
The candidate must be US-based, comfortable working Pacific Time hours, and ideally located in the Los Angeles area.

AI/ML / Generative AI Developer Agentic AI

AI/ML / Generative AI Developer Agentic AI

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