{"@id":"https://credentialengineregistry.org/resources/ce-19072954-48ec-425e-a3b1-73dda5d24e60","@type":"ceterms:Certification","@context":"https://credreg.net/ctdl/schema/context/json","ceterms:ctid":"ce-19072954-48ec-425e-a3b1-73dda5d24e60","ceterms:name":{"en-US":"Microsoft Certified: Azure Data Engineer Associate"},"ceterms:ownedBy":["https://credentialengineregistry.org/resources/ce-8f1a526b-3e18-4a4e-829f-05b85197772c"],"ceterms:requires":[{"@type":"ceterms:ConditionProfile","ceterms:name":{"en-US":"Requirements to earn this certification:"},"ceterms:assertedBy":["https://credentialengineregistry.org/resources/ce-8f1a526b-3e18-4a4e-829f-05b85197772c"],"ceterms:description":{"en-US":"Student must pass an exam"},"ceterms:targetAssessment":["https://credentialengineregistry.org/resources/ce-0993f54f-f6ab-4bb0-bdbb-db42fadfb2aa"],"ceterms:targetCompetency":[{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-019f0e9a-771d-4d7e-a393-cd451992c526","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Design and implement data storage"}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-657022aa-7471-481c-9936-85ba0bf60008","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Develop data processing"}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-2b0e1d5d-5cdc-4433-bfd3-7fa8cd012935","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Secure, monitor, and optimize data storage and data processing"}}]}],"ceterms:inLanguage":["en"],"ceterms:description":{"en-US":"Candidates for this certification should have 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.\n\nAzure data engineers help stakeholders understand the data through exploration, and they build and maintain secure and compliant data processing pipelines by using different tools and techniques. These professionals use various Azure 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 modern data warehouse (MDW), big data, or lakehouse architecture.\n\nAzure data engineers also help to ensure that the operationalization of data pipelines and data stores are high-performing, efficient, organized, and reliable, given a set of business requirements and constraints. These professionals help to identify and troubleshoot operational and data quality issues. They also design, implement, monitor, and optimize data platforms to meet the data pipelines. \n\nCandidates for this certification must have solid knowledge of data processing languages, including SQL, Python, and Scala, and they need to understand parallel processing and data architecture patterns. They should be proficient in using Azure Data Factory, Azure Synapse Analytics, Azure Stream Analytics, Azure Event Hubs, Azure Data Lake Storage, and Azure Databricks to create data processing solutions.\n\n\u003e [!IMPORTANT]\n\u003e The English language version of this certification was updated on February 6, 2023. Visit the [Exam DP-203 page](/certifications/exams/DP-203) to download the study guide."},"ceterms:subjectWebpage":"https://learn.microsoft.com/en-us/certifications/azure-data-engineer","ceterms:credentialStatusType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CredentialStatus","ceterms:targetNode":"credentialStat:Deprecated","ceterms:frameworkName":{"en-US":"Credential Status"},"ceterms:targetNodeName":{"en-US":"Deprecated"},"ceterms:targetNodeDescription":{"en-US":"Awards of the credential have ceased."}}}