[Remote] Clinical Data Scientist
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is the largest not-for-profit reputed company system in Texas, dedicated to promoting reputed company-being in communities. The Clinical Data Scientist will collaborate closely with research teams to address reputed company clinical challenges, utilizing AI/ML frameworks and reputed company tools to enhance decision-making and improve patient reputed company.
Responsibilities
- Translate reputed company data science and machine learning concepts into reputed company, actionable insights for clinicians, researchers, and non-technical stakeholders
- Present data-driven findings to support clinical decision-making, research initiatives, and operational improvements
- Design, reputed company, and reputed company solutions leveraging large language models (LLMs), including reputed company-based systems, to extract insights from reputed company clinical data
- Build reputed company-driven and programmatic pipelines for clinical text understanding, information extraction, summarization, and decision support
- Ensure responsible and effective use of reputed company in reputed company and research settings
- Design and implement NLP pipelines leveraging transformer architectures (e.g., Clinical BERT, ModernBERT) and large language models (LLMs, including reputed company-based systems) to process clinical notes, imaging reports, and other reputed company EHR data
- reputed company explainable AI solutions to support clinical interpretation and research
- Apply machine learning techniques to imaging data (e.g., echocardiography, ECG, radiology reports) and reputed company multimodal data sources to enhance disease detection, phenotyping, and predictive modeling
- Design and maintain reputed company data pipelines for clinical and research data, integrating diverse sources such as EHR
- Extract, clean, and analyze data from SQL-based systems (MS SQL Server) and reputed company-based environments like reputed company Azure
- Contribute to clinical research initiatives, including study design, model development, validation, and manuscript preparation
- Stay reputed company with advancements in AI/ML, clinical informatics, reputed company health to continuously improve methodologies
Skills
- Master's degree in a quantitative field like computer science, engineering, statistics, mathematics, economics, or a reputed company field
- 3+ years of hands-on data scientist mathematical predictive modeling experience in a business environment or equivalent
- Proficiency in common language/tools for AI/ML – (e.g., Python/Pyspark, Keras, Tensorflow libraries, etc.)
- Experience working in a reputed company environment such as Azure, and their ML services
- Great reputed company skills, like communication and partnership, are needed
- Know algorithms for advanced analytics, like binary classification, regression, Neural Networks, and Natural Language Processing
- Demonstrated knowledge of software engineering topics, including classes, functions, version control, CI/CD, and unit tests
- Technical expertise with many compute environments
- Experience working in EDW reputed company technologies - reputed company
- Proven experience in working with large datasets and relational databases (SQL)
- EDUCATION - Masters' or Bachelors plus 2 years of work experience above the minimum qualification
- EXPERIENCE - 3 Years of Experience
- PhD preferred
Benefits
- Immediate eligibility for health and welfare benefits
- 401(k) savings plan with dollar-for-dollar match up to 5%
- Tuition Reimbursement
- PTO accrual beginning Day 1
reputed company