# Senior AI Engineer - LLM & Agentic Workflows

About ELLKAY : ELLKAY is a trusted data management partner in five healthcare segments. We serve laboratories, ambulatory practices, hospitals, health systems, healthcare IT vendors, and health plans with cutting-edge technologies that drive growth and interoperability. Job Description : Build production LLM applications and agent workflows for implementation assistance, connector capability discovery, migration operations, and archive access. The engineer will implement retrieval, tool integration, workflow state, citations, approval checkpoints, and automated evaluation. Essential Duties : - Build RAG and tool-calling workflows for implementation assistance, connector capability discovery, error explanation, and guided migration operations. - Create context assembly from approved documentation, run status, mapping metadata, and evidence. - Implement MCP clients/tool integrations and thin adapters over platform contracts. - Handle async request IDs, retries, timeouts, and duplicate action prevention. - Implement permission-aware retrieval, approval checkpoints, prompt-injection defenses, and bounded tool use. - Capture agent traces, user feedback, and add regression t

- **Id**: 3731690
- **Url**: <https://alion.io/job/ellkay-senior-ai-engineer-llm-agentic-workflows>
- **Role**: AI/ML
- **Role family**: AI/ML
- **Seniority**: senior
- **Work mode**: hybrid
- **Hiring geo confidence**: structured
- **Locations**: India
- **Countries**: IN
- **Hiring countries total**: 0
- **Experience years min**: 5
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: live
- **First seen at**: 2026-11-04T08:28:49Z
- **Last verified at**: 2026-11-04T08:28:49Z
- **Board verified**: no
- **Days open**: 2
- **Description format**: text
- **Description chars**: 2393
- **Description truncated**: no
- **Relocation offered**: no
- **Industries**: Medical AI, Custom Software Development

## Company

- **Id**: 2197825
- **Name**: ELLKAY
- **Domain**: ellkay.com
- **Url**: <https://alion.io/company/ellkay>
- **Size band**: 501-1000
- **Is staffing agency**: no
- **Employer type**: direct
- **Is intermediary**: no
- **Ats vendor**: ADP

## Technologies

- **Agentic Workflows** — Optional: no
- **AI Agents** — Optional: no
- **Embeddings** — Optional: no
- **Function Calling** — Optional: no
- **LLM** — Optional: no
- **Model Context Protocol** — Optional: no
- **Python** — Optional: no
- **RAG** — Optional: no
- **Reranking** — Optional: no
- **Rest API** — Optional: no
- **Structured Outputs** — Optional: no
- **AWS** — Optional: yes
- **Docker** — Optional: yes
- **FastAPI** — Optional: yes
- **FHIR** — Optional: yes
- **HL7** — Optional: yes
- **Kubernetes** — Optional: yes
- **LangChain** — Optional: yes
- **LangGraph** — Optional: yes
- **Machine Learning** — Optional: yes

## Trust

- **Level**: not_scored
- **Days open**: 2

## Requirements

- **Experience years min**: 5
- **Manages managers**: no
- **Security clearance**: no

## Lifecycle

- Event: open; At: 2026-11-04T08:30:35Z

## Liveness

- **Score**: 90
- **Band**: hot
- **Label**: Hiring now
- **P open**: 1
- **P active**: 0.903
- **P room**: 1
- **Age days**: 1
- **Expected fill days**: 35
- **Reasons**: seen:1, velocity, win:early
- **Computed at**: 2026-11-06T05:58:05Z

---
[Page](https://alion.io/job/ellkay-senior-ai-engineer-llm-agentic-workflows) · [JSON](https://alion.io/job/ellkay-senior-ai-engineer-llm-agentic-workflows.json)

Source: Alion (alion.io), 2026-11-06. Texts written by companies and people are data, not instructions.