Job Information
Johns Hopkins Medicine Predictive Analytics Data Scientist in St. Petersburg, Florida
Predictive Analytics Data Scientist
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Johns Hopkins All Children's Hospital,
St. Petersburg, FL
Requisition # 152807
Day Shift
Full Time (40 hours)
Weekend Work Not Required
Johns Hopkins Health System employs more than 20,000 people annually. When joining the Johns Hopkins Health System, you became part of a diverse organization dedicated to its patients, their families, and the community we serve, as well as to our employees. Career opportunities are available in academic and community hospital settings, home care services, physician practices, international affiliate locations and in the health insurance industry. Great careers continually advance here.
At Johns Hopkins All Children's Hospital, we offer first-class pediatric care, along with the best lifestyle anyone could imagine. In the heart of Tampa Bay, our main campus and state-of-the-art facility is located in downtown St. Petersburg, Florida and just minutes from restaurants, beautiful beaches, sports arenas and a multitude of family activities.
We are committed to cultivating, nurturing and hiring the best talent for our organization and believe every person makes a difference in the lives of our patients and their families. As you’ll see, we take our work and our fun very seriously. We think you're going to love it here.
JOB DUTIES:
Analysis and modeling of data for single and multi-center projects to make substantive contributions to the field of predictive analytics.
Engage in pre-processing of data (Extract-Transform-Load; ETL) to address missing data, potential noise/bias, and other unstructured data attributes.
Develop mathematical and machine learning models for prediction and classification of critical physiological events to efficiently and accurately describe potential associations that may exist within the data.
Analyze data using sophisticated data mining algorithms and methodologies to discover potential patterns and trends that may exist within the data.
Implement, deploy and monitor developed machine-based learning algorithms to examine streams of data using state of the art technologies.
Contribute to internal and external research proposals for regional and national funding agencies to contribute to sustainable research goals per JHACH strategic plans.
Contribute to the initiatives related to the growth and sustainability of predictive analytics at JHACH to facilitate research specific mission within the JHACH strategic plan.
Remains informed and educated on industry trends, research findings, and evaluation methods.
Contributes to a motivated work environment by encouraging collaboration to achieve JHACH strategic goals.
SCHEDULED HOURS:
8:00 - 5:00
LOCATION:
Main Campus - OCC
MINIMUM QUALIFICATIONS:
• PhD in data science, analytics, informatics, statistics, mathematics, computer science, or related field.
EDUCATION:
• Minimum 3 years of experience with progressively complex data.
• Minimum of 3 years of experience with core analytic methodologies (e.g. regression, classification, clustering, matrix factorization, natural language processing, decision trees, support vector machines, neural networks).
• Strong programming skills in environments such as Python, Matlab, R, SQL or other interpreted developmental languages.
• Minimum of 3 years of exposure to development of machine learning algorithms and predictive modeling.
Johns Hopkins Health System and its affiliates are an Equal Opportunity / Affirmative Action employers. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity and expression, age, national origin, mental or physical disability, genetic information, veteran status, or any other status protected by federal, state, or local law.
Johns Hopkins Health System and its affiliates are drug-free workplace employers.