Q.10B Continued The occupation must include development experience programming with Python, Spark and at least one more programming language e.g. R, MATLAB, C, Java, Scala and working with Big Data frameworksHadoopbased technologies Spark, Kafka, NiFi, Sqoop, Ranger, Spark Streaming, HDFS. The stated experience must include 1 year developing software using Object Oriented Programming best practices and OOP core concepts encapsulation, abstraction, inheritance, and polymorphism, designing and building efficient SQL queries to extract data from multiple tables, and designing and building complex ETL pipelines andor integration interfaces. The stated experience must also include any amount of experience with the following 1 working with variety of medical coding systems e.g. ICD9, ICD10, CPT, SNOMED, LOINC; 2 writing complex SQL statements to extract, insert and update data from multiples databases; and 3 working with large volumes of structured, semistructured unstructured data.br br Q.H.12 PLEASE NOTE THAT THE REQUIREMENTS FOR THIS POSITION ARE SUPPORTED BY BUSINESS NECESSITY. The requirements of a Masters Degree and 2 years of experience bear a reasonable relationship to the occupation of Database Architects in the context of the general hospital and healthcare industry and the employers business. These requirements are essential to perform the job in a reasonable manner. Because individuals in this position serve on a multidisciplinary team, providing critical infrastructure, tools, and expertise on medical Big Data, this position requires knowledge of computer science principles and theories and advanced analytical skills, particularly in the area of data systems. Therefore, the employer has determined that a masters degree is required. The required graduate programs prepare students to work with data infrastructure and data mining, design scalable data systems and models, and using analytical tools to mine information from data.
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