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Data Scientist

Requisition # 19004443 Apply Now

Summary of Essential Job Duties:


Work with stakeholders throughout the organization including Doctors, Nurses and Administrators to solve clinical and operational challenges in the healthcare space

Query databases and analyze electronic medical record data to drive optimization and improvement of clinical decision making and operational improvement.

Develop custom data models and algorithms to apply to data sets.

Visualize analysis for stakeholders using industry standard dashboarding tools like Tableau

Present analysis and findings to audiences of all levels and sizes

Use predictive modeling to forecast operational and clinical outcomes and prescribe courses of action.

Develop processes and tools to monitor and analyze model performance and model accuracy.


Educational Requirements

Bachelor's degree required, Master's degree preferred.

 

License/Certification/Registration Requirements

Coursework in computer science, machine learning, applied mathematics, econometrics, statistics, engineering, physics, or related discipline preferred.

 

Experience

Strong problem-solving skills with an emphasis on implementing model output in clinical setting.

Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.

Experience using AWS tools such as S3, Redshift, Kinesis, Lambda Functions.

Experience with Oracle and MSSQL relational and dimensional databases (RedShift, HANA a plus)

Experience with IDE’s such as JupyterHub, RStudio

Experience with Git code repositories

Experience with Data Robot a plus

Experience working with and creating analytics ready data architectures.

Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.

Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.

Excellent written and verbal communication skills for coordinating across teams.

Excellent presentation skills including presenting complex analysis to all levels of audience.

A drive to learn and master new technologies and techniques.

We’re looking for someone with 3+ years of experience manipulating data sets and building statistical models, has a Master’s or PHD in Statistics, Mathematics, Computer Science or another quantitative field

Coding knowledge with RStudio, Python

Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, etc.

Experience querying databases and using statistical computer languages: R, Python, SLQ, etc.

Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.

Experience visualizing/presenting data for stakeholders using: Tableau , D3, ggplot, etc.


  • Working Title: Data Scientist
  • Department: EIS Data Analytics Team
  • Business Entity: Corporate Services
  • City: Los Angeles
  • Job Category: Information Technology
  • Job Specialty: Business Intelligence/Reporting
  • Position Type: Full-time
  • Shift Length: 8 hour shift
  • Shift Type: Day
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Cedars-Sinai is an EEO employer. Cedars-Sinai does not unlawfully discriminate on the basis of the race, religion, color, national origin, citizenship, ancestry, physical or mental disability, legally protected medical condition (cancer-related or genetic characteristics or any genetic information), marital status, sex, gender, sexual orientation, gender identity, gender expression, pregnancy, age (40 or older), military and/or veteran status or any other basis protected by federal or state law. If you need a reasonable accommodation for any part of the employment process, please contact us by email at Applicant_Accommodation@cshs.org and let us know the nature of your request and your contact information. Requests for accommodation will be considered on a case-by-case basis. Please note that only inquiries concerning a request for reasonable accommodation will be responded to from this email address.

Cedars-Sinai will consider for employment qualified applicants with criminal histories, in accordance with the Los Angeles Fair Chance Initiative for Hiring.

At Cedars-Sinai, we are dedicated to the safety, health and wellbeing of our patients and employees. This includes protecting our patients from communicable diseases, such as influenza (flu). For this reason, we require that all new employees receive a flu vaccine based on the seasonal availability of flu vaccine (typically during September through March each year) as a condition of employment, and annually thereafter as a condition of continued employment.

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Los Angeles, California

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