Data Scientist - Clinical AI

CVS Health

Remote Actively hiring Posted this week
Remote (Work At Home-New York, US) Posted 5 days ago $79,310–$158,620 / year
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At a glance

AI generated

TL;DR

As a Data Scientist in Clinical AI at CVS Health, you will join a dynamic team focused on leveraging clinical data to enhance patient outcomes across various business units. Your daily responsibilities include extracting meaningful insights from unstructured clinical text using NLP techniques and building small language models tailored for specific healthcare use cases while adhering to regulatory standards like HIPAA. You will also develop predictive analytics solutions, conduct thorough exploratory data analysis, and communicate complex findings effectively to both technical and non-technical stakeholders. Essential skills include proficiency in Python (pandas, scikit-learn, PyTorch/TensorFlow), SQL, and cloud platforms such as Google Cloud Platform’s BigQuery and Vertex AI. Ideal candidates have 2+ years of experience in healthcare data science or a related field, with hands-on experience in NLP, LLMs, and traditional machine learning methods.

Skills

Python pandas scikit-learn PyTorch TensorFlow Hugging Face Transformers SQL Google Cloud Platform BigQuery Vertex AI NLP LLMs SLMs Git GitHub MLOps CI/CD EDA HIPAA ICD-10 SNOMED-CT LOINC RxNorm CPT NDC UMLS HL7 FHIR CCD/C-CDA OMOP

What you'll do

  • Extract signal from unstructured clinical text using NLP techniques.
  • Build and fine-tune Small Language Models tailored to clinical use cases.
  • Develop predictive analytics solutions using classical ML and deep learning.
  • Conduct rigorous Exploratory Data Analysis on clinical datasets.
  • Communicate complex AI/ML findings clearly to technical and non-technical stakeholders.
  • Uphold data governance standards, ensuring compliance with HIPAA and other regulations.

What we're looking for

  • 2+ years of experience in data science or applied NLP, preferably in healthcare.
  • Hands-on experience with NLP techniques and large/small language models.
  • Strong foundation in traditional machine learning methods and deep learning frameworks.
  • Proficiency in Python (pandas, scikit-learn, PyTorch/TensorFlow) and SQL for healthcare datasets.
  • Experience with cloud-based data and ML platforms like Google Cloud Platform.
  • Excellent presentation skills to communicate technical findings to stakeholders.
  • Commitment to data governance standards and compliance regulations.

Employer

About CVS Health

CVS Health is a leading American healthcare company operating retail pharmacies, pharmacy benefit management services, and a health insurance segment through Aetna, one of the nation''s largest health insurers. Industry: Healthcare & Pharmacy

CVS Health currently has 104 open roles on FindRole.

Listed pay typically runs $118,450–$284,280 across 100 roles with salary data.

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