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2021 Data/AI Salary Survey

O'Reilly

Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. Most respondents participated in training of some form. Learning new skills and improving old ones were the most common reasons for training, though hireability and job security were also factors.

Azure 145
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Orchestrating Data/ML Workflows at Scale With Netflix Maestro

The Netflix TechBlog

These include ETL pipelines, ML model training workflows, batch jobs, etc. As the usage increased, we had to vertically scale the system to keep up and were approaching AWS instance type limits. Similarly, ML model training workflows usually consist of tens of thousands of training jobs within a single workflow.

Java 202
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The ChatGPT Surge

O'Reilly

At its peak, ChatGPT was in very exclusive company: it’s not quite on the level of Python, Kubernetes, and Java, but it’s in the mix with AWS and React, and significantly ahead of Docker. And, while I’ve written frequently about how ChatGPT will change programming, it will undoubtedly have an even greater effect on non-programmers.

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Observability: Modern tools for modern challenges in multicloud environments

Dynatrace

Five or six years ago, that manual approach may have been okay because you were often dealing with one runtime, like Java. AI that uses machine learning requires a slower process in order to train its algorithms. And that was well before AWS, Azure, and cloud. Systems are very dynamic.

Cloud 164
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How Netflix Scales its API with GraphQL Federation (Part 2)

The Netflix TechBlog

This gives us access to Netflix’s Java ecosystem, while also giving us the robust language features such as coroutines for efficient parallel fetches, and an expressive type system with null safety. We partnered with Netflix’s Developer Experience (DevEx) team to build out documentation, training materials, and tutorials for developers.

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Egnyte Architecture: Lessons learned in building and scaling a multi petabyte content platform

High Scalability

Egnyte is a secure Content Collaboration and Data Governance platform, founded in 2007 when Google drive wasn't born and AWS S3 was cost-prohibitive. Languages: Java. Java used to power core file system code. AWS for builds. Once it's resolved our pipeline takes over and the ticket catches the next release train.

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Smashing Podcast Episode 44 With Chris Ferdinandi: Is The Web Dead?

Smashing Magazine

Drew McLellan: He’s the author of the Vanilla JavaScript Pocket Guide series, creator of the Vanilla JavaScript Academy Training Program and host of the Vanilla JavaScript Podcast. Your template goes here, your Java script goes here, your CSS goes here. That was awful to develop for. How To Maintain A Large Next.js