Posted:1 day ago|
Platform:
On-site
Full Time
Job Description :
Role Overview - The role involves designing and deploying Generative AI applications for automating health claims processing.
- The engineer will use Google Cloud Platform (GCP), specifically Vertex AI and Gemini, to transform unstructured medical data into insights.
- Business objective is to improve claim accuracy and adjudication speed. Key Responsibilities - Design and implement production-ready AI agents and workflows using Gemini (Pro/Flash) and Vertex AI Agent Builder to automate health claim validation.
- Utilize Document AI and Vertex AI Vision to extract and structure data from medical documents, such as patient charts and lab reports.
- Build and optimize Retrieval-Augmented Generation (RAG) pipelines using Vertex AI Search and Conversation to cross-reference claims against insurance policy details and medical codes.
- Perform prompt engineering, fine-tuning, and performance monitoring to ensure AI outputs meet healthcare standards (e.g., IRDAI compliance).
- Develop and deploy scalable AI APIs using Cloud Run, GKE, or Cloud Functions, integrating them with healthcare systems and BigQuery data warehouses.
Must Required Skills & Qualifications:
- Hands-on experience with Vertex AI (Model Registry, Pipelines, Studio) and the Gemini API.
- Proficiency in API integration and LLM orchestration tools like LangChain or the Vertex AI SDK.
- Experience with Vector Search, embeddings, and querying large datasets in BigQuery.
- 5+ years in AI/ML engineering, with at least 1 year dedicated to GenAI on Google Cloud.
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