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Senior Data Scientist
OneStudyTeamSenior Data Scientist developing statistical models and ML algorithms at OneStudyTeam for clinical trials. Collaborating with cross-functional teams and ensuring regulatory compliance within a healthcare data environment.
Tech Stack
Tools & technologiesAmazon RedshiftAWSCloudPythonScikit-LearnSQL
About the role
Key responsibilities & impact- Develop/enhance forecasting models for site randomization and enrollment trends, enabling better planning and resource allocation across trial sites.
- Support projects to build algorithms that intelligently match patients to (or rank patients for) appropriate clinical trials, enhancing recruitment efficiency and patient inclusion.
- Create and refine predictive models (Bayesian inference, regression analysis, time-series forecasting) to address other key clinical trial challenges and improve decision-making.
- Implement processes to monitor machine learning models in production, detecting bias or performance drift and ensuring models remain fair, accurate, and compliant.
- Build and optimize data pipelines and analytical workflows using tools like AWS Athena, Redshift, SageMaker, and dbt, enabling scalable model training and deployment.
- Ensure all data science practices align with HIPAA, GDPR, and other privacy regulations, integrating compliance considerations into model development and data handling.
- Work closely with machine learning engineers, product managers, and other stakeholders to integrate models into products and clearly communicate insights and recommendations.
Requirements
What you’ll need- Minimum of Master’s or Ph.D. in Statistics, Data Science, Computer Science, or a related quantitative field (or equivalent professional experience).
- Minimum of 5+ years of hands-on data science or analytics experience, preferably in a healthcare, clinical research, or other highly regulated data environment.
- Strong foundation in statistical modeling and machine learning techniques, including experience with Bayesian methods, regression analysis, and time-series forecasting.
- Proficiency in evaluating model performance and bias, with the ability to implement AI monitoring tools and bias mitigation strategies to ensure ethical and reliable outcomes.
- Advanced programming skills in Python (with libraries such as scikit-learn, PyMC, mlforecast, etc.) and SQL, as well as familiarity with data transformation tools like dbt.
- Hands-on experience with cloud-based analytics and ML services, especially AWS tools (Athena for querying, Redshift for data warehousing, SageMaker for model development/deployment).
- Experience working with sensitive healthcare or clinical trial data under regulations like HIPAA and GDPR, demonstrating a deep commitment to data privacy and security best practices.
- Excellent teamwork and meticulous verbal/written communication abilities, with a track record of partnering with engineering and product teams to translate data science work into actionable business solutions.
- Understanding of clinical research or health-tech environments is highly valuable, including insight into clinical trial operations and a passion for improving patient outcomes through data.
Benefits
Comp & perks- We value diversity and believe the unique contributions each of us brings drives our success. We do not discriminate on the basis of race, sex, religion, color, national origin, gender identity, age, marital status, veteran status, or disability status.
- OneStudyTeam is unable to sponsor work visas at this time.
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
statistical modelingmachine learningBayesian methodsregression analysistime-series forecastingmodel performance evaluationbias mitigation strategiesdata transformationprogramming in PythonSQL
Soft Skills
teamworkverbal communicationwritten communicationcollaborationproblem-solvingattention to detailstakeholder engagementactionable insightsadaptabilitycritical thinking
Certifications
Master’s degree in StatisticsMaster’s degree in Data ScienceMaster’s degree in Computer SciencePh.D. in StatisticsPh.D. in Data SciencePh.D. in Computer Science