AI/ML Engineer – Healthcare Data & Generative AI (Mid-Senior Level)

torentify • United State

Remote

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AI Summary

Build, deploy, and optimize AI/ML models for healthcare data and generative AI workflows, ensuring compliance with HIPAA and FedRAMP standards. Collaborate with cross-functional teams to develop production-grade systems using Python, SQL, and cloud platforms like AWS and Databricks. Focus on RAG, LLM integration, and scalable MLOps pipelines for clinical and operational applications.

Key Highlights

Develop and deploy AI/ML models for healthcare data processing, including document extraction, classification, and summarization using LLMs and RAG architectures.

Ensure compliance with HIPAA, 42 CFR Part 2, FedRAMP Moderate, and other healthcare regulatory frameworks.

Work in a fully remote, mid-senior level role with hands-on experience in production ML systems and MLOps practices.

Key Responsibilities

Build, train, validate, and deploy machine learning models for clinical and operational healthcare data products.

Develop AI-powered workflows for document processing, including extraction, classification, and summarization using LLMs and RAG components.

Implement MLOps practices such as CI/CD pipelines, model versioning, and monitoring for model performance and drift.

Ensure compliance with healthcare data security and regulatory standards (HIPAA, 42 CFR Part 2, FedRAMP Moderate).

Collaborate with data engineers, data scientists, and software developers to integrate AI/ML solutions into production systems.

Monitor and troubleshoot deployed models, maintaining observability and alerting tools for reliability.

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Technical Skills Required

Python Machine Learning (Scikit-learn, TensorFlow, PyTorch) Amazon Web Services (AWS)

Benefits & Perks

Fully remote work arrangement

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Nice to Have

Experience with vector databases, embeddings, and RAG architectures

Familiarity with OCR and document AI tools (e.g., AWS Textract, Databricks OCR)

Knowledge of healthcare data governance frameworks (e.g., NIST, HITRUST)

Job Description

About the Job

DOMA Technologies, LLC is advertising an AI/ML Engineer – Healthcare Data and Generative AI opportunity supporting Commence's data-centric healthcare transformation initiatives. This role focuses on building, training, validating, and deploying machine learning models that support clinical and operational data products across the healthcare ecosystem.

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