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There are a lot of vendors doing testing too. Software testing is largely nonexistent in the company anymore, despite the fake news of combined engineering role of owning developing and testing. Some lucky teams have a few vendors locally or overseas, and we mostly relying on the selfhost programs.

Outside of Microsoft, testing jobs are far and between, most of them are for test automation. My recommendation is to stay away from this career track if you still have many years before retirement. It is basically a thankless and dead-end job at most places. Aug 24, 1 2. I really appreciate your kind response! How about test automation engineer and DevOps? Not a traditional SQA engineer. There are folks focus on test automation.

They are most likely ex-testers. However, I know the engineer managers and the orgs as a whole value product code a lot more than test code. So, your review or promotions are at a big disadvantage comparing to the devs. I would not waste my energy to try to fight the uphill battle. You are much better of to go with the trend than trying to fight it by providing your work is important. Storage Accounts : Azure Storage stores raw events stream data from Event Hub and serves for long-term data persistence.

Logic Apps : Sends alerts generated from the streaming data into operator device Synapse Analytics : Store relational data for ad-hoc and planned analytical processing and user analytical queries Power BI : visualizes real-time operational dashboards and also servers for analytical reports.

Alternatives Depending on the scenario, the basic architecture can be simplified by removing batch layer - removing Storage for raw events and Azure Synapse for relational data Azure SQL Database is a managed relational database-as-a service. Azure Functions provides an effective serverless approach if the workload architecture is centered around fine grained distributed components, requiring minimal dependencies, where individual components are only required to run on demand not continuously and orchestration of components is not required.

IoT Hub acts as a central message hub for secure bi-directional communication with per-device identity between the cloud platform and the construction equipment and other site elements.

IoT Hub can rapidly collect data for each device for ingestion into the data analytics pipeline. Considerations Scalability The majority of the components used in this example scenario are managed services that scaling based on your current scenario needs. Security Managed identities for Azure resources are used to provide access to other resources internal to your account.

Resiliency All of the components in this scenario are managed, so at a regional level they are all resilient automatically. Submit and view feedback for This page.



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