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In my experience, a data engineer is only tangentially involved in the operations of the cluster (in contrast to what’s said about data engineers here ). Though some data science technologies really require a DevOps or DataOps set up, the majority of technologies don't. You also met a new position, machine learning engineer.
If you plan to work in an IT service management role, it’s a great certification to help you get started on that path. The exam covers the guiding principles of ITIL 4 , the four dimensions of service management, and key concepts such as Lean, agile, and DevOps.
> Technical specialization Developers skilled in Spring Boot, Hibernate, and Microservices earn more, especially when combined with cloud computing, DevOps, AI/ML, or blockchain expertise. > In contrast, senior Java developers command premium salaries for their expertise in system architecture and leadership. >
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