As a Data Engineer Associate you are the subject matter expertise in integrating, transforming, and consolidating data from various structured, unstructured, and streaming data systems into a suitable schema for building analytics solutions over cloud. You will help stakeholders understand the data through exploration, and build and maintain secure and compliant data processing pipelines by using different tools and techniques. You use various cloud data services and frameworks to store and produce cleansed and enhanced datasets for analysis. This data store can be designed with different architecture patterns based on business requirements, including but not limited to Data warehousing (DW), Big data, and Lake house architecture. As a cloud data engineer associate, you will also help to ensure that the operationalisation of data pipelines and data stores that are high-performing, efficient, organised, and reliable, given a set of business requirements and constraints. You will help to identify and troubleshoot operational and data quality issues. You also design, implement, monitor, and optimise data platforms to meet the data pipelines. Through this certification, you should have solid knowledge of data processing languages like SQL, Python, R, and Scala. You will guide parallel processing and data architecture patterns. You will gain the proficiency to create modern data processing solutions. By learning this you can be eligible for American Council on Education (ACE) credit.