CVS Clinical Trial Recruitment partners with leading global biopharma clients to deliver qualified patients into ongoing pharmaceutical clinical trials in order to improve and accelerate clinical research for drug and vaccine development. The Senior advisor of Data Scientist develops machine learning models and build feature banks for an industry-leading recruitment platform product.
The Senior Advisor of Data Scientist will:
Translated business problem into modeling approach taking into account business requirements, data availability, development time / complexity and ability to scale. Oversee all project management activities including communications within project teams, stakeholder management, leadership updates, etc.
Prepare data for the analysis, in particular work with data engineering team to create modeling dataset, assess completeness and quality of data and perform feature engineering;
Develop machine learning or optimization models taking into account latest development in research and tech community
Work with data engineering team to scale and productionalize machine learning model in Clinical Recruitment Platform (CRP)
Work with business partners to design implementation and measurement approach
5+ years of experience within advanced analytics function of a corporation, tech startup or a consulting firm
Data management and model productionalization best practices
Modern machine learning and artificial intelligence techniques
Common modeling tools and frameworks, e.g. Python, R, Scala, TensorFlow, etc.
Translate complex business problems into analytical and modeling problems, design and implement machine learning and optimization model and quality check results and link them to business insights
Write scalable, production level code
Communicate well with business partners and data engineering team and create buy-in for new ideas and models
Understand the impact and value of machine learning and optimization model in the Clinical Recruitment Platform and product offering and come up with innovative ways to expand current functionality
Operate in a complex, cross-functional organization or company where your teams need to collaborate and integrate with other business and IT teams
Healthcare space and clinical trial space
Specific Clinical Trial Recruitment experience and expertise
A large scale Snowflake or Spark implementation
Identify new areas where machine learning and optimization models can bring valuable insights on an ongoing basis
Advanced degree in Economics, Statistics, Mathematics, Computer Science, Engineering or related field preferred, BS degree required
At CVS Health, we are joined in a common purpose: helping people on their path to better health. We are working to transform health care through innovations that make quality care more accessible, easier to use, less expensive and patient-focused. Working together and organizing around the individual, we are pioneering a new approach to total health that puts people at the heart.
We strive to promote and sustain a culture of diversity, inclusion and belonging every day. CVS Health is an equal opportunity and affirmative action employer. We do not discriminate in recruiting, hiring or promotion based on race, ethnicity, sex/gender, sexual orientation, gender identity or expression, age, disability or protected veteran status or on any other basis or characteristic prohibited by applicable federal, state, or local law. We proudly support and encourage people with military experience (active, veterans, reservists and National Guard) as well as military spouses to apply for CVS Health job opportunities.
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