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2021 Data/AI Salary Survey

O'Reilly Media - Ideas

Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. As we’ll see later, cloud certifications (specifically in AWS and Microsoft Azure) were the most popular and appeared to have the largest effect on salaries. Many respondents acquired certifications.

Survey 145
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Technology Trends for 2024

O'Reilly Media - Ideas

Companies aren’t going to throw out 20 years’ investment in PHP so they can adopt the latest popular React framework, which will probably be displaced by another popular framework next year. Those gains only look small in comparison to the triple- and quadruple-digit gains we’re seeing in natural language processing.

Trends 114
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Technology Trends for 2022

O'Reilly Media - Ideas

We used data from the first nine months (January through September) of 2021. When doing year-over-year comparisons, we used the first nine months of 2020. Data analysis” and “data engineering” are far down in the list—possibly indicating that, while pundits are making much of the distinction, our platform users aren’t.

Trends 110
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Where Programming, Ops, AI, and the Cloud are Headed in 2021

O'Reilly Media - Ideas

We’re just saying that when you make comparisons, you have to be careful about exactly what you’re comparing. The biggest challenge facing operations teams in the coming year, and the biggest challenge facing data engineers, will be learning how to deploy AI systems effectively. The horse race? That’s just what it is.