Data architect salary california11/2/2023 ![]() Because the role requires heavy technical knowledge, aspiring data engineers might find that a bootcamp or certification alone won’t cut it against the competition. Data engineers typically have a background in computer science, engineering, applied mathematics, or any other related IT field. Many data engineers start as software engineers or business intelligence analysts before transitioning into data engineering. Only a few certifications specific to data engineering are available, though there are plenty of data science and big data certifications to pick from if you want to expand beyond data engineering skills.
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