13 Aug
|
SAIGroup
|
Bengaluru
13 Aug
SAIGroup
Bengaluru
About the Role
We are developing a next-generation multimodal foundation model capable of understanding medical imaging, clinical documents, and operational context.
We are now building agentic systems that can execute, coordinate, and optimize clinical workflows across radiology, oncology, and cardiology.
As a Senior Research Scientist, you will design and implement workflow-centric AI agents, including multi-agent orchestration, task routing, and clinical workflow automation.
Your work will directly shape how AI collaborates with clinicians and hospital operations teams.
What You Will Work On
1. Development of Agentic Clinical Workflows (Core Focus)
- Architect AI agents that can execute multi-step clinical workflows end to end, such as:
- Imaging ordering → prioritization → acquisition → reporting → follow-up
- Oncology staging → treatment planning → monitoring → documentation
- Cardiology testing → diagnosis → risk stratification → longitudinal care
- Encode clinical logic, workflow dependencies, safety steps, and escalation patterns into agent behaviors.
- Build agent pipelines that coordinate across radiology, oncology, cardiology, ED, OPD, and inpatient teams.
2. Orchestration of Multi-Agent Systems
- Design orchestration frameworks that break down complex clinical tasks intoatomic sub-tasks and route them to specialized agents (e.g., imaging analysis agent, summarization agent, scheduling agent, retrieval agent).
- Build controllers that enable agents to share context, verify each other’s outputs, and collaborate dynamically.
- Implement workflow-aware state machines or controllers to manage long-running, multi-step clinical processes.
3. Integration With Imaging, Clinical, and Operational Systems
- Develop agents that interact with:
- Imaging systems (PACS/RIS)
- Clinical records (EHR/HIS)
- Operational systems (scheduling, triage, queue management)
- Ensure orchestration layers understand real-world constraints like department availability, urgency,
📌 Senior Developer — Agentic Clinical Workflow (Bengaluru)
🏢 SAIGroup
📍 Bengaluru