Data EngineerNicklaus Children's Hospital Careers • Miami, Florida, United States
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Data Engineer
Nicklaus Children's Hospital Careers
- Miami, Florida, United States
- Miami, Florida, United States
Über
* Designs and develops highly scalable, end to end process to consume, integrate and analyze large volume, and complex data from dispersed data sources on both on premise and cloud-based data environments and systems. * Integrates, builds, and maintains data pipelines and data transformation algorithms for enterprise data analytics consumption. * Responsible for data integration, monitoring of data storage, and data distribution across multiple on premise and cloud-based data environments in preparation for sophisticated analytics consumption, data mining, and enterprise data insights. * Engages and communicates effectively with a variety of IT, research, and medical staff. * Integrates and ETL/ELT datasets and flows using a variety of open source and best in class proprietary software.
* Write complex, efficient queries against large, and disparate data sources. * Monitors ETL/ELT performance and ensures compliance with security. * Deploy sophisticated analytics programs, machine learning, and statistical methods. Prepare data for predictive and prescriptive modeling. Find hidden patterns using data to help improve business insights. * Use of machine learning patterns for data discovery and on tasks that can be automated.
Qualifications Minimum Job Requirements
* Bachelor's Degree in IT, Biomedical Informatics, Computer Science, Engineering or related field with at least 4 years of combined experience in Clinical IT and/or Research (or) Master's degree in IT, Biomedical Informatics, Computer Science, Engineering with at least 2 years of combined experience in Clinical IT and/or Research * 1-3 years of data engineering and integration experience * 1-3 years of data management in cloud-based data environments such as Azure or AWS * 3-5 years of experience developing database schemas, querying, managing, or curating Oracle PL/SQL or SQL server databases * 1-3 years of data warehousing ELT/ETL experience * 1-3 years of experience with the use of Python, SQL, SSIS, or Informatica for data ETL and data transformations * Experience working with API's/RESTful Web Services * Experience with XML, JSON, HL7, or FHIR * Experience with data visualization tools such as Tableau or Power BI
Knowledge, Skills, and Abilities
* Direct experience or strong familiarity with commercial EHR platform and/or PeopleSoft. * Experience extracting and managing data from large enterprise clinical and non-clinical systems. * Familiarity with and experience with efficient database ETL processes - extracting data from a wide range of data sources, normalizing data, creating and providing entity relationship diagrams, schemas and related documentation, creating primary and foreign keys and indexing, writing functional and technical specifications. * Ability to learn and apply new technical skills. * Willingness and ability to share knowledge with other team members. * Ability to adapt to changes in fast paced healthcare and data environment. * Identify ways to improve data reliability, efficiency, and quality. * Effective work experience developing, integrating, and supporting data systems; working with a combination of both relational and NoSQL databases.
Job: Information Technology
Department: ENTERPRISE BUS INTELLIGENCE-1000-921906
Job Status: Professional
Sprachkenntnisse
- English
Hinweis für Nutzer
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