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/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 [email protected] ."
Navixus | Tech Mahindra Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Navixus | Tech Mahindra and has not been reviewed or approved by Navixus | Tech Mahindra.
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Healthcare Strength — Offerings include medical, dental, vision, mental‑health benefits, FSA, wellness programs, and pet insurance. Corporate materials also describe health and accident insurance and maternity/parental coverage for permanent employees, reinforcing comprehensive protection.
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Flexible Benefits — Work models include hybrid/remote options, flexible schedules, and a remote‑work program. A home‑office stipend and related setup support are listed for eligible roles.
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Leave & Time Off Breadth — Paid holidays, PTO/sick time, and floating holidays are explicitly included. Parental and family leave, bereavement, and volunteer time are also highlighted in public materials.
Navixus | Tech Mahindra Insights
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