Skills You Need to Land a Machine Learning Job

Machine Learning Job Skills

Machine learning (ML), the subset of Artificial Intelligence (AI) that enables computers to “learn” to perform tasks they haven’t been explicitly programmed to do, took huge leaps in 2016.

Basically, machine learning refers to algorithms that ingest huge amounts of data, extract patterns from that data and turn those patterns into actions. It is now being employed in a vast number of industries to improve efficiency and open up new possibilities. When you see an advertisement on a website that seems aligned to your needs and tastes, it’s machine learning doing its magic. When Amazon makes suggestions about what other products you might be interested in buying, a machine learning algorithm is at work behind the scenes. The same goes for your Facebook newsfeed, and countless more every-day examples. ML is also slated to do much more in the future, such as fighting cybercrime and even running beauty contests.

And naturally, as is the case with every technology that starts to gain traction and become widely adopted, machine learning is creating a ton of IT job opportunities, especially for software engineers and data scientists. The average salary for AI and machine learning talent is north of $100K, and in some cases on par with NFL quarterbacks.

Here are the skills needed to begin and advance your machine learning career path:

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Top 5 Fastest Growing IT Jobs in 2012 and Beyond

UPDATE: A new post has been published based on the latest job growth projections from the U.S. BLS' Handbook 2012-2013 Edition. VIEW THE LATEST IT CAREER GROWTH PROJECTIONS

In a tough job market, it pays to be strategic, and to look for positions in industries with the best opportunities for career growth and upward mobility. ITCareerFinder examined tech job growth rates from the leading unbiased employment sources, including the U.S. Bureau of Labor Statistics, to identify the fastest growing IT careers for 2012 and beyond.

Fastest Growing IT Jobs 2012

Here are the top five fastest growing IT career paths:

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Top 10 IT Skills In Demand for 2015

IT pros and executives break down the most sought-after technology skills for 2015.

Computer Skills In Demand 2015

As technology continues to become an increasingly vital part of how we do business, the race is on to secure top-notch talent in IT skill positions that will not only keep the organization running through 2015, but lay the groundwork for secure and successful expansion in the coming year and beyond.

In its annual IT Forecast report, Computerworld surveyed 194 technology executives about the technical job roles they’ll be looking to fill in 2015 – here we present their findings, identify the hottest IT skill sets in each domain, and explore some of the key trends driving workforce demand.

Here are the top 10 IT skills in demand for 2015:

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Top Five Skills to Secure a Job in Cloud Computing

Hot cloud computing skills

Cloud computing is often talked about as a technology that will make IT departments obsolete as companies seek to outsource computing needs. This analysis misses the complexity of what's actually happening in IT departments.

The actuality is that cloud technologies are running in conjunction with on-site systems, and many companies are choosing to operate and maintain their own servers - even if they have a few Cloud applications up and running. This adds a layer of complexity to effectively managing the IT needs of an organization. Rather than eliminating the role of in-house IT professionals, the cloud is merely changing the skill set and job functions of the IT department.

In my experience, here are the top 5 skills IT professionals will need to learn to work in cloud computing:

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