Data Scientist II

CareDx, Inc. is a leading precision medicine solutions company focused on the discovery, development, and commercialization of clinically differentiated, high-value healthcare solutions for transplant patients and caregivers. CareDx offers products, testing services, and digital healthcare solutions along the pre- and post-transplant patient journey, and is the leading provider of genomics-based information for transplant patients.

As a member of the Enterprise Data Science and AI team, you will help us bring the rigor and innovation of biological and clinical data science to the non-R&D portion of the company. Our data scientists will discover the biggest opportunities in our company to increase revenue and reduce costs across our Operations and Commercial organization. Then, they will experiment and track the efficacy of "interventions" to these opportunities as they are implemented in Sales, Marketing, etc. Finally, they will advocate and implement genAI solutions to enhance not only their own workflows, but those across the company to drive productivity and innovation. Our Data Scientists collaborate with and learn from the peers of our larger organization, including biostatistics, bioinformatics, R&D data scientists, and data engineers.

Responsibilities:

• Exploratory Data Analysis on diverse operations, sales, and marketing datasets
• Researching, building, interpreting, optimizing, and deploying predictive models
• Design and execute studies that can show causal relationships between actions and improved KPIs (i.e "AB testing" or "Growth Hacking")
• Data "story-telling" with succinct communication and effective visualizations that translate data insights into actionable business strategies
• Maintaining a collaborative, well documented, and repeatable workflow
• Collaborating with other data scientists, and importantly, our enterprise stakeholders

Sought Skills:

• Organization of large datasets from multiple sources and data streams (SQL, excel, pandas, etc)
• Modeling of cross-section and time series phenomena (e.g linear regression, function optimization, SARIMAX)
• Models Deployment (e.g automation, streamlit.io)
• Machine Learning (e.g SVM, Cross Validation)
• Cloud environment (e.g Azure, DataBricks)
• Static and dynamic data visualization (e.g seaborn)
• Elementary statistics (e.g hypothesis testing, data distributions)

Qualifications:

• MS in Computer Science, Mathematics, Statistics, Biostatistics, or other related field
• 2+ years of data science experience in a research environment
• Proficient in Python, introduced to cloud
• Strong research sense, insatiable curiosity, and a strong dedication to figuring out "why"
• High Integrity
• Excellent communication skills, robust workflows, and strong documentation instinct
• Demonstrated impact through data science (publications, $ saved, etc)

Additional Details:

Every individual at CareDx has a direct impact on our collective mission to improve the lives of organ transplant patients worldwide. We believe in taking great care of our people, so they take even greater care of our patients.

Our competitive Total Rewards package includes:

• Competitive base salary and incentive compensation
• Health and welfare benefits including a gym reimbursement program
• 401(k) savings plan match
• Employee Stock Purchase Plan
• Pre-tax commuter benefits
• And more!

In addition, we have a Living Donor Employee Recovery Policy that allows up to 30 days of paid leave annually to a full-time employee who makes the selfless act of donating an organ or bone marrow.

With products that are making a difference in the lives of transplant patients today and a promising pipeline for the future, it's an exciting time to be part of the CareDx team. Join us in partnering with transplant patients to transform our future together.

CareDx, Inc. is an Equal Opportunity Employer and participates in the E-Verify program.

By proceeding with our application and submitting your information, you acknowledge that you have read our U.S. Personnel Privacy Notice and consent to receive email communication from CareDx.

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