Onsite Job Opportunity of AI/ML Architect in Raritan, NJ - Hybrid - 3 Days office

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Rahul Pandey

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9:41 AM (4 hours ago) 9:41 AM
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Greetings!

This is Rahul from Echo IT Solutions; I am working as Senior Technical Recruiter in this company. I have an Onsite Job Opportunity with one of our clients. Please share your resume if you are interested in the job details given below:

Job Title: AI/ML Architect

Location: Raritan, NJ - Hybrid - 3 Days office

Minimum 13 to 15 years of experience required

Job Description:

Design the architecture for deploying scalable, observable, and compliant AI/ML solutions integrated with clinical workflows and hospital data platforms.

Responsibilities:
1. GraphRAG
2. Knowledge Graphs
3. Neo4J
4. Recommendation engine
Architect end-to-end ML pipelines using Airflow, and MLFlow or Vertex AI

  • Build containerized model inference systems deployed on Kubernetes with AppDynamics and observability
  • Full ownership of model lifecycle: development, deployment, drift monitoring
  • Proficient with GCP Vertex AI, Azure ML, container orchestration (K8s, Docker)
  • Design architecture to support GenAI workloads (LLMs, embeddings) using Vertex AI or Azure OpenAI
  • Define governance and guardrails for deploying agentic systems in clinical workflows
  • Implement MLOps patterns: model versioning, rollback, shadow testing
  • Define architecture for RAG (retrieval augmented generation) systems using vector databases (e.g., FAISS,  Pinecone)
  • Deploy LLM-based agents and secure GenAI pipelines (prompt injection protection, moderation, output fallback)
  • Support agentic AI orchestration with frameworks like LangChain, CrewAI

Required Qualifications:
· 8+ years in data/ML or AI architecture roles
· Deep knowledge of Kubernetes, Docker, Snowflake, cloud-native tools (GCP, Azure)
· Experience with HIPAA-regulated, real-time model deployment.


Preferred Qualifications:
· Experience integrating with Epic, HL7, FHIR, and SMART-on-FHIR
· Working knowledge of LLMs, GenAI tools, LangChain, Weaviate, or ChromaDB
· Design real-time inference services integrated with Epic via FHIR APIs
· Ensure HIPAA-compliant encryption, access controls, and audit trails

Best Regards

Rahul Pandey | Echo IT Solutions

Senior Technical Recruiter|E: Rah...@echoitsol.com

LinkedIn: linkedin.com/in/rahul-pandey-8b441162

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