AdaptiLab Blog

An Industry Definition of Data Science

Posted by James Mahoney on Mar 27, 2020 5:23:04 PM

Data Scientist or Data Analyst?

Any industry specialist involved in data science and machine learning knows that there is an extreme disconnect between the true meaning of those terms and society’s general understanding of them. While it is understandable that the typical employee shouldn’t be expected to ...

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Emulating an Industry Standard Hiring Process

Posted by James Mahoney on Feb 18, 2020 1:17:00 PM

In the article "How to Consistently Hire Remarkable Data Scientists", Jeremy Stanley, former VP of Data Science at Instacart and Chief Data Scientist at Sailthru, describes the process his team at Sailthru used to ...

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Top 3 Trends in Data Science for 2020

Posted by James Mahoney on Jan 24, 2020 3:12:00 PM

Everywhere you look the terms "data science" and "machine learning" appear. Whether it's on LinkedIn or other news sources, and they seem to be appearing more frequently every year. 2019 was a big year for data science. We saw AI become more accessible for both small and big businesses. As it became more accessible, it also has become more ...

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AI and Data Science Job Growth is Staggering

Posted by James Mahoney on Jan 16, 2020 3:13:00 PM

It's no surprise that job growth in AI and Data Science has been massive the past four years. It doesn't matter what industry - people are finally realizing that they have data already, and the possibilities to leverage that data are endless. But...you probably already knew that. What may come as a surprise is just how much growth ...

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How to Become a Machine Learning Engineer

Posted by Allen Lu on Jan 7, 2020 3:16:00 PM

The role of a machine learning engineer (MLE) involves taking on both machine learning and software-related tasks. The MLE role is projected to continue its rise in popularity as more industries begin to understand the value of investing in deep learning technologies, which is seen particularly in media, healthcare and manufacturing sectors. ...

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The Disconnect Between Industry Deep Learning and University Courses

Posted by James Wu on Oct 12, 2019 12:01:00 AM

As a company that helps other companies build their in house machine learning talent, we've heard a lot of requests to discuss what it takes from a candidate to get a job at one of our customers. This post will discuss the current state of machine learning education specifically in the context of helping people succeed in industry engineering ...

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