Research Associate Data Scientist -Smidt Heart Institute
Cedars-Sinai Medical Center
Application
Details
Posted: 04-Oct-24
Location: United States - Nationwide
Internal Number: 5229
Job Description
Grow your career at Cedars-Sinai!
The Smidt Heart Institute reflects Cedars-Sinai's steadfast dedication to heart disease and research innovation giving patients access to the highest level of care. Year after year, thousands of people trust their hearts to Smidt Heart Institute at Cedars-Sinai. Our cardiologists, cardiac surgeons and niche care teams treat the full spectrum of heart disease and disorders, while our investigators continue to advance the field with groundbreaking, life-saving research. From genetic counseling and targeted drug therapies to a growing array of minimally invasive procedures, Cedars-Sinai continues to stand at the forefront of technology, innovation and discovery improving patient outcomes.
Join our team and use your skills with an organization known nationally for excellence in research!??
The Research Associate Data Scientist participates in biomedical research projects using programming, data mining, statistics, machine -learning, and visualization techniques to develop, evaluate, and/or apply algorithms and software for data analysis.?? Responsibilities include querying databases, data processing, supervised and unsupervised machine learning, deploying production models, and communication of scientific findings via peer-reviewed publications and scientific conferences. Writes clean, performant, reusable code managed on GitHub to perform repeatable analyses and to train and deploy models to multiple environments.
Assists with the development, evaluation, and/or application of computational and statistical methods including artificial intelligence and machine learning algorithms and software for the analysis of biomedical data.??
Assists with the presentation and communication of scientific results through laboratory meetings, scientific conferences, and peer-reviewed publications.??
Creates database-to-deployment pipelines for models using the necessary programming languages (primarily Python, R, C++).??
Creates sustainable data science infrastructure and adheres to data analysis/machine learning best practices.??
Performs exploratory data analysis to gauge the need for or appropriateness of advanced analytical methods.??
Works with senior or lead data scientists, research programmers, and principal investigators to identify areas where data science can best be applied to answer biomedical research questions.??
Tests and validates code to ensure robustness of data applications.
Participates in the development of innovative algorithms and analytical methods.??
Participates in the evaluation and interpretation of all analytical methods and results.??
Participates in the oral and written communication of scientific results including publications??
Other duties as assigned
Qualifications
Educational Requirements:
Bachelor???s degree in Computer Science, Machine Learning, Applied Mathematics, Biomedical Imaging, Statistics, Engineering, Physics or related discipline required. Master's degree preferred.
Licenses: N/A
Experience:
0 to 2 years of professional experience in healthcare industries working with medical imaging data preferred.
Experience programming at an intermediate to advanced skill level with a high-level programming language such as Python, C++, or R preferred. College projects may be acceptable.
Experience programming at a basic to intermediate proficiency level in C++, Python and R 3 years of experience managing application design, software development, maintenance preferred.
Experience in healthcare machine learning preferred.??
Working knowledge of data privacy and security including best practices for data with personal health identifiers (PHI) covered under HIPAA.??
Strong interpersonal and communication skills including scientific writing. And has full command (verbal and written) of the English language.??
Demonstrates commitment to customer service and an ability to meet the needs and expectations of research colleagues.??
Demonstrated success working independently, forging relationships, and managing multiple tasks with minimal directions.??
Ability to promote and foster participation/collaboration among individuals and groups.??
Ability to handle multiple demands and/or manage complex and competing priorities??
Ability to analyze qualitative and quantitative information for research.??
High level of proficiency using Microsoft Windows and other Microsoft Office software: MS Excel, Outlook, Powerpoint Word, etc.??
Must be able to manage competing priorities, while being extremely adaptable and flexible and maintaining a positive work environment.
Physical Demands:??
Able to perform moderate lifting.?? Able to sit, stand and walk for prolonged periods of time.?? Able to read papers and online documents.?? Able to operate standard office equipment.?? Able to exercise physical ability and perspective acuity to satisfactorily perform essential job functions.
About Us
Cedars-Sinai is a leader in providing high-quality healthcare encompassing primary care, specialized medicine and research. Since 1902, Cedars-Sinai has evolved to meet the needs of one of the most diverse regions in the nation, setting standards in quality and innovative patient care, research, teaching and community service. Today, Cedars- Sinai is known for its national leadership in transforming healthcare for the benefit of patients. Cedars-Sinai impacts the future of healthcare by developing new approaches to treatment and educating tomorrow's health professionals. Additionally, Cedars-Sinai demonstrates a commitment to the community through programs that improve the health of its most vulnerable residents.
About the Team
Cedars-Sinai is one of the largest nonprofit academic medical centers in the U.S., with 886 licensed beds, 2,100 physicians, 2,800 nurses and thousands of other healthcare professionals and staff. Choose this if you want to work in a fast-paced environment that offers the highest level of care to people in the Los Angeles that need our care the most.
Req ID : 5229 Working Title : Research Associate Data Scientist -Smidt Heart Institute Department : Heart Institute Business Entity : Cedars-Sinai Medical Center Job Category : Information Technology Job Specialty : Bus Intelligence/Reporting Overtime Status : EXEMPT Primary Shift : Day Shift Duration : 8 hour Base Pay : $37.66 - $64.02
Providing healthcare for more than 100 years, Cedars-Sinai has evolved into one of the most dynamic and highly renowned medical centers in the world. Along with caring for patients, Cedars-Sinai is a hub for biomedical research and a training center for future physicians and other healthcare professionals. This attracts exceptional talent to Cedars-Sinai, including world-renowned physician-scientists who seek a place where they can both conduct research and see patients--the ideal formula for discovery and its translation into cures. Our patients benefit from access to doctors at the top of their fields, and our researchers have an ideal community in which to study the impact of healthcare challenges, and reflect that knowledge in their research. The greater Los Angeles area in which Cedars-Sinai resides possesses unparalleled cultural and ethnic diversity which offers outstanding opportunities for translational and clinical research and a dynamic environment for medical education.Although community based, Cedars-Sinai is a major teaching hospital affiliated with the David Geffen School of Medicine at the University of California, Los Angeles (UCLA). Cedars-Sinai has highly competi...tive graduate medical education programs in more than 50 specialty and subspecialty areas, a graduate program in biomedical sciences and translational medicine, a clinical scholars program directed towards junior physicians with aspirations to become clinical scientists, and post graduate training opportunities.There are more than 250 full-time faculty members at Cedars-Sinai. The voluntary medical staff, comprised of more than 2,200 specialty board-certified or board-qualified physicians, represent all of the specialties and subspecialties and collaborate with full-time medical staff in the teaching responsibilities of the graduate medical education programs.