AI/ML Engineer Patient Document Vector Store

AI/ML Engineer - Patient Document Vector Store Image

Skill Set :

AI/ML Engineering

Total Experience :

8.00 to 10.00 Years

No of Openings :

1

Job Post Date :

29/05/2026

Job Expiry Date :

31/07/2026

Domain :

IT

Location :

FLORHAM PARK

[United States]

Job Reference No :

4078533 Job Summary AI/ML Engineer - Patient Document Vector Store Remote 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/GCP). 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. The pay range for this role is $100k - $130k per annum including any bonuses or variable pay. Tech Mahindra also offers benefits like medical, vision, dental, life, disability insurance and paid time off (including holidays, parental leave, and sick leave, as required by law). Ask our recruiters for more details on our Benefits package. The exact offer terms will depend on the skill level, educational qualifications, experience, and location of the candidate. Thanks & Regards Tech Mahindra is an Equal Employment Opportunity employer. We promote and support a diverse workforce at all levels of the company. All qualified applicants will receive consideration for employment without regard to race, religion, color, sex, age, national origin or disability. All applicants will be evaluated solely on the basis of their ability, competence, and performance of the essential functions of their positions with or without reasonable accommodations. Reasonable accommodations also are available in the hiring process for applicants with disabilities. Candidates can request a reasonable accommodation by contacting the company ADA Coordinator at ADA_Accomodations@TechMahindra.com."