H R PUNDITS INC
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H R PUNDITS INC
130,000 / Year
Location
Fully Remote - US
Experience
Senior
Posted
Jul 18, 2026
Apply by
August 17, 2026
Applicants
0
Early applicantEasy applyFull-timeWork from Home
Job Description
Role: Senior AI/ML Engineer (Vector Store & Retrieval Systems)
Location: Remote
10+ years in AI/ML or Data Engineering (healthcare domain preferred) to design, benchmark, and optimize text embedding and vector search solutions for large-scale clinical data. This role focuses on building high-performance pipelines and evaluating AI models to support intelligent search across patient records.
Key Responsibilities:
- Develop and benchmark text chunking and embedding strategies
- Evaluate embedding models (OpenAI, Cohere, SBERT, etc.)
- Design and optimize vector search systems
- Build scalable pipelines for large datasets (up to billions of documents)
- Measure performance across cost, speed, scalability, and accuracy
- Support near real-time indexing and high query workloads
- Ensure compliance with PHI/HIPAA and enterprise security standards
Required Skills:
- Strong experience in AI/ML and NLP (embeddings, transformers)
- Hands-on with LLMs, RAG, and vector databases
- Proficiency in Python and data frameworks (Spark/Databricks)
- Experience with cloud platforms (Azure/AWS/GCP)
- Knowledge of distributed systems and high-throughput pipelines
Understanding of healthcare data and PHI compliance
This is a remote position.
Compensation: $130,000.00 per year
Key Responsibilities
- Develop and benchmark text chunking and embedding strategies
- Evaluate embedding models such as OpenAI, Cohere, and SBERT
- Design and optimize vector search systems
- Build scalable pipelines for large datasets up to billions of documents
- Measure performance across cost, speed, scalability, and accuracy
- Support near real-time indexing and high query workloads
- Ensure compliance with PHI/HIPAA and enterprise security standards
Skills Required
AI/MLNLPEmbeddingsTransformersLLMsRAGVector databasesPythonSparkDatabricksAzureAWSGCPDistributed systemsHigh-throughput pipelinesHealthcare domain experience
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