Reference #: 1010627 SHIFT:Day (United States of America)

Seeking Breakthrough Makers

Children's Hospital of Philadelphia (CHOP) offers countless ways to change lives. Our diverse community of more than 20,000 Breakthrough Makers will inspire you to pursue passions, develop expertise, and drive innovation.

At CHOP, your experience is valued; your voice is heard; and your contributions make a difference for patients and families. Join us as we build on our promise to advance pediatric care-and your career.

CHOP's Commitment to Diversity, Equity, and Inclusion

CHOP is committed to building an inclusive culture where employees feel a sense of belonging, connection, and community within their workplace. We are a team dedicated to fostering an environment that allows for all to be their authentic selves. We are focused on attracting, cultivating, and retaining diverse talent who can help us deliver on our mission to be a world leader in the advancement of healthcare for children.

We strongly encourage all candidates of diverse backgrounds and lived experiences to apply.

A Brief Overview The Data Scientist will join an internationally recognized group at the Children's Hospital of Philadelphia working to transform the health of children. He or she will work within a dynamic team of data scientists, programmers, and researchers as part of PEDSnet (https://www.pedsnet.org) and the Research Institute's Applied Clinical Research Center to understand predictors of childhood diseases, improve the quality of children's healthcare, and rapidly advance knowledge through the creation and development of learning health systems. All projects in the Center and PEDSnet are highly collaborative, typically with multiple individuals all contributing to the research and its output. Thus, the ability to work in dynamic, multi-functional teams is an important criterion for this position. 1. Make effective use of rich data from multiple sources for large-scale projects. Collaborate with researchers regarding the capacity of data to meet their research needs. Participate in writing and updating analysis plans. Perform feasibility assessments as needed. 2. Provide researchers with analytic datasets and results that are crafted to address research needs and minimize privacy risk. Work with complex clinical data and extract information precisely targeted to researcher needs. 3. Participate in knowledge discovery in pediatric biomedical research, using analytic and data visualization techniques spanning heterogeneous and complex data types under direct supervision.4. Participate in the creation of reusable code and standardized analytics and reporting. Assist in streamlining development and analytic work for reproducible research across multiple domains of study. Perform exploratory data analysis and predictive modeling in pediatric biomedical research using machine learning, statistical, and mathematical analysis incorporating heterogeneous and complex data types under direct supervision. Contribute to assessing and implementing computational, algorithmic, and predictive analytics approaches to address assigned biomedical research questions in areas such as clinical decision support and population health surveillance. With guidance, contribute to the experimental design, execution, test and critical evaluation of methods as applied to translational data science research projects. Use a flexible, analytical approach to extract optimal value from biomedical data. Contribute to design and conduct of continuous validation plans for production systems that incorporate models and algorithms, providing guidelines and support for large-scale implementation.

What you will do Implement computational algorithms and experiments for test and evaluation; interprets data to assess algorithm performance. Develop high-quality code implementing models and algorithms as application programming interfaces or other service-oriented software mplementations. Participate in communication of research methods, implementation, and results to varied audience of clinicians, scientists, analysts, and programmers. Work closely with applications research group to translate models and algorithms into engineered production applications. Contribute to manuscript writing for results publication, authors abstracts, and presents at professional conferences.

Education Qualifications Bachelor's Degree Required Bachelor's Degree Analytics, Data Science, Statistics, Mathematics, Computer Science or a related field Preferred

Experience Qualifications At least one (1) year with progressively more complex data science, applied statistics, machine learning, or mathematical modeling projects Preferred

Skills and Abilities Experience and demonstrated ability acquiring new technical/analytic skills and domain knowledge to support successful contribution to research and development projects is required. Experience using existing machine learning and analytic tools such as ScikitLearn, Weka, R, and Mathematica in either applied educational or professional projects is required. Experience writing code in either applied educational or professional projects using one or more of the following languages: Python, Scala, Java is required. Familiarity with relational databases (e.g. Postgres, MySQL) strongly preferred. Familiarity RESTful web services application programming interfaces preferred. Strong verbal and written communications skills with the demonstrated ability to explain complex technical concepts to a lay audience. Applied statistics or mathematical modeling experience preferred. Natural language processing experience particularly in the biological and medical domains preferred. Experience using distributed computing technologies (e.g. Akka, MapReduce, Cuda) preferred. Familiarity with graph, key value, and document data stores (e.g. Neo4j, Hadoop, MongoDB) preferred. Experience creating informative visualizations for complex, high dimensional data preferred. Experience with probabilistic graphical models, time series predictive models, Markov models preferred.

To carry out its mission, CHOP is committed to supporting the health of our patients, families, workforce, and global community. As a condition of employment, CHOP employees who work in patient care buildings or who have patient facing responsibilities must be fully vaccinated against COVID-19 and receive an annual influenza vaccine. Learn more.

Employees may request exemptions for valid religious and medical reasons. Start dates may be delayed until candidates are immunized or exemption requests are reviewed.

EEO / VEVRAA Federal Contractor |  Tobacco Statement

Children's Hospital of Philadelphia is an equal opportunity employer. We do not discriminate on the basis of race, color, gender, gender identity, sexual orientation, age, religion, national or ethnic origin, disability or protected veteran status.