AI/ML Engineer – Patient Document Vector Store--Remote

Remote • Posted 3 days ago • Updated 3 days ago
Full Time
No Travel Required
Remote
Depends on Experience
Fitment

Dice Job Match Score™

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Job Details

Skills

  • PyTorch
  • HIPAA
  • Vector Databases

Summary

 

AI/ML Engineer – Patient Document Vector Store

Remote

 

Job Description

Required 8+ years of experienced AI/ML Engineer to design and operationalize an enterprise‑scale Patient Document Vector Store. This role will build secure, reusable ingestion pipelines and enable advanced retrieval augmented generation (RAG) across billions of patient documents.

 

Key Responsibilities

  • Build and manage streaming & batch ingestion pipelines for patient documents.
  • Design and host the enterprise vector store with secure API access and audit logging.
  • Execute large‑scale data loads (11M patients / 1.5B documents).
  • Implement observability, QA automation, and monitoring dashboards.
  • Collaborate with cross‑functional teams to ensure compliance with healthcare standards.

Required Skills

  • Expertise in AI/ML frameworks (PyTorch, TensorFlow, Hugging Face, LangChain).
  • Experience with vector databases (Pinecone, Weaviate, Milvus, FAISS).
  • Strong knowledge of RAG, hybrid retrieval, distributed systems, and cloud platforms (AWS/Azure/Google Cloud Platform).
  • Familiarity with Kubernetes, API gateways (Apigee), and healthcare compliance (HIPAA/PHI).
  • Proven ability in monitoring, observability, and QA automation.

Preferred

  • Experience with large‑scale document ingestion pipelines.
  • Background in healthcare data platforms and interoperability standards.
  • Knowledge of audit logging frameworks and lineage tracking.

 

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.
  • Dice Id: 10117699
  • Position Id: 8986813
  • Posted 3 days ago
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Neerupa Saini

Recruiter @ Tech Mahindra (Americas) Inc.
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