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16 best entry-level IT certifications to launch your career

CIO

It’s a valuable certification for anyone interested in becoming a Scrum master, but it’s also useful for anyone on the path to becoming a software engineer, business analyst, or project manager. It’s also marketed to anyone looking to make a career change, with an eye on cyber security as a career path.

Security 338
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Data engineers vs. data scientists

O'Reilly Media - Data

Just like their software engineering counterparts, data scientists will have to interact with the business side. Just like with most programers, I wouldn't allow them direct access to the production system. That's primarily the job for system administrators or DevOps. Overlapping skills.