AI Engineer with health Care Experience : Remote

Role: AI Engineer Domain: Healthcare / Medicaid Technology Focus: AWS Bedrock, Agentic AI, Python, Databricks Location: US Remote


Role Summary


We are looking for a hands-on AI Engineer to build enterprise Generative AI and Agentic AI capabilities for a healthcare
analytics platform. The engineer will work closely with the AI Architect to implement conversational AI, agent workflows,
governed enterprise-data access, and production-ready integrations using AWS Bedrock.
Key Responsibilities
Build Generative AI and Agentic AI capabilities using AWS Bedrock.
Develop AI agents, multi-step workflows, tool/function calling, and orchestration components.
Implement prompt engineering, context management, RAG/grounding, and response-validation patterns.
Integrate AI services with enterprise APIs, structured data sources, Databricks, and Unity Catalog.
Support natural-language interaction with enterprise data, including conversational analytics and NL-to-SQL use cases.
Implement secure data-access patterns, guardrails, retry/fallback handling, logging, and observability.
Work with the AI Architect, ReactJS developers, QA, and client technical teams to deliver end-to-end AI use cases.
Support healthcare security and privacy requirements, including PHI/PII protection and role-based access.
Participate in technical design, code reviews, troubleshooting, testing, and production-readiness activities.
Must-Have Skills
Strong hands-on experience with AWS Bedrock.
Hands-on experience building Generative AI / LLM applications.
Experience with Agentic AI, AI agents, and tool/function calling.
Strong Python development skills.
Prompt engineering, context engineering, RAG, and grounding techniques.
REST API and enterprise integration experience.
Experience working with structured enterprise data and SQL.
Understanding of AI security, scalability, monitoring, and production deployment.
Strong debugging, problem-solving, and technical communication skills.
Preferred Skills
Databricks and Unity Catalog experience.
Experience leveraging Unity Catalog as a context / metadata plane for AI systems.
Experience using Databricks Medallion Architecture as the governed data source for AI applications.
LangGraph or a similar agent orchestration framework.
Amazon Bedrock AgentCore and Bedrock Guardrails.
MCP (Model Context Protocol) and enterprise tool integration.
Natural Language-to-SQL / conversational analytics.
Vector databases, semantic search, AI observability, and model evaluation.
Healthcare / Medicaid / Pharmacy or other regulated-domain experience.

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Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...

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