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Siri InfoSolutions, Inc.

Data Scientist

đź“Ť
New York, NY
🧪
Mid-Senior level

Data Scientist

Remote

6+ Months CTH


SUMMARY OF ESSENTIAL DUTIES AND RESPONSIBILITIES:

We are seeking a highly skilled and motivated Data Scientist with expertise in Epic EMR (Electronic Medical Records) data to join our team. The successful candidate will play a critical role in leveraging Snowflake's data platform to accelerate the adoption of AI in health and hospital projects. This role involves implementing rules-based logic and creating structured data models for Retrieval-Augmented Generation (RAG) to support decision-making and improve operational efficiency and clinical outcomes.


Key Responsibilities:


Data Management and Analysis:


  • Extract, clean, and analyze large datasets from Epic EMR and other healthcare data sources.
  • Develop and maintain data pipelines to ensure the accurate and timely flow of data.
  • Perform data validation and ensure data quality and integrity.


Implementation of Rules-Based Logic:

  • Develop and implement rules-based logic to support various healthcare use cases, including One Stop Benefits, Charge Capture Automation, and Denials Optimization.
  • Create structured data models that facilitate the application of rules-based logic.


RAG (Retrieval-Augmented Generation) Implementation:

  • Design and implement structured data models for RAG to enhance data retrieval and generation processes.
  • Develop dashboards and visualizations to present RAG insights and other key performance indicators to stakeholders.
  • Utilize AI and ML techniques to enhance the accuracy and predictive capabilities of the RAG models.


Collaboration and Communication:

  • Work closely with cross-functional teams, including data engineers, developers, and healthcare professionals, to understand project requirements and deliver data-driven solutions.
  • Communicate complex analytical results and insights to non-technical stakeholders in a clear and concise manner.


Project Execution:

  • Participate in agile development processes and contribute to sprint planning, reviews, and retrospectives.
  • Ensure timely delivery of project milestones and adhere to project timelines.


Preferred Skills

  • Design and implement predictive models using various machine learning techniques, including both supervised and unserved algorithms.
  • Utilize deep statistical analysis to understand and model complex public health data.
  • Develop and deploy Large Language Models (LLMs) for creating chatbots and extracting insights, enhancing user engagement and information dissemination.
  • Analyze clinical data to derive insights that improve patient care and clinical workflows.


Knowledge, Skills, Abilities and other Requirements:


  • Proficiency in programming languages such as Python, R, and SQL.
  • Experience with data visualization tools such as Tableau, Power BI, or similar.
  • Familiarity with Snowflake or other cloud-based data platforms.
  • Knowledge of ETL processes and tools.
  • Experience with AI and ML techniques to enhance data analysis and RAG implementation but not limited to SQL, Excel and/or SAAS
  • Proficient in various data catalog and visualizations tools, including but not limited to Tableau, PowerBI, Informatica, and/or Snowflake
  • Knowledgeable in electronic medical records, preferably EPIC


Years of Experience:

  • Minimum of 5 years of experience in data science, with a focus on healthcare analytics.
  • Proven experience working with Epic EMR data, including extraction, transformation, and analysis.
  • Strong background in implementing rules-based logic and RAG in a healthcare setting.


Educational Level:

Bachelor's or Master’s degree in Data Science, Computer Science, Statistics, or a related field. A Ph.D. is a plus.

Key informations

🧳
Contract
đź“…
Posted 4 months ago

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