IT Career Juice Blog

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:

Data breaches are growing in number, size and criticality, the cybersecurity talent gap is widening, and the security unemployment rate is at zero. A recent survey of IT decision makers across the U.S., Europe and Asia shows most firms are aware and worried about vacant cyber security posts and feel vulnerable to attack.

All of these signs are indicative that cyber security and InfoSec skills are in remarkably high demand and are a good place to start for anyone looking to begin or advance a successful IT career path. Whether you're seeking to land an exciting - and well-paying - job or are looking to serve the greater good and make our online lives safer, here are 10 certifications that will provide you with the right credentials to kickstart a successful IT security career in 2017 and beyond.

Cyber security skills fall into different categories such as secure coding, vulnerability and penetration testing, breach detection, and attack mitigation, which you can choose based on your background, interests, and current skill set. Each of the following cyber security certifications covers the tools, techniques and best practices in one or more of these sought-after categories.

For this year's breakdown of the most sought-after skill sets in the IT workforce, we're once again drawing data from ComputerWorld's annual hiring forecast. In addition, we'll analyze a range of trusted sources (see links at the end) and provide expert commentary to prognosticate about the hottest technology skills through 2016 and beyond.

For its latest forecast, ComputerWorld surveyed 182 IT managers and decision makers. With over one-third (37%) of respondents planning to grow their rosters in 2016 - up from 24% in last year's survey - the technology job market is certainly heating up. This spells good news for existing tech pros looking for a new career path, as well as job seekers new to the IT space. Of course, capitalizing on this growth is contingent on possessing the right expertise, so without further ado, here are the top ten IT skills in demand for 2016:

Senior Technical Writer and Software Trainer, Keith Johnson, explores the key requirements of becoming a technical writer, and the steps you can take now to practice and achieve them.

Technical writing is a great field. As a Technical Writer, you will be making contributions to companies, schools, and organizations in profound ways that most people cannot comprehend. It is this truth and experience that has motivated me throughout my twenty-five year career in technical writing.

What is the best way to prepare for or enter the technical writing field? Whether you choose to approach technical writing through a formal education, such as a college degree program with a technical writing or related major, or through a non-traditional path like technology books, online courses, internships, entrepreneurship, and/or self-publishing, here are the “tech writing cement blocks” you can use to establish your career foundation to both becoming a technical writer and enduring its daily challenges as you go into the office armed with your pen, notepad, and laptop.

In the rapidly shifting IT landscape, certifications are the most reliable tool employers have to validate your skills in the latest computer systems and IT job roles. These ten certifications will have the greatest impact on your salary in 2015 and beyond.

Technical training leader, Global Knowledge, and respected industry publication turned online community, Windows IT Pro, recently published their 2015 IT Skills & Salary Report -- featuring a comprehensive salary survey of more than 16,300 IT professionals -- giving us valuable insight as to just how much the leading IT certifications can increase your earnings.

Most remarkable this year is the dominance of information security credentials, sweeping the top three spots and representing half of 2015’s top 10 highest paying certifications. Certificates in network design and administration, as well as those that demonstrate knowledge on the business side of IT, in areas like project and service management, are also hot right now.

To reduce statistical anomalies, this list only includes certifications with at least 100 salary survey responses.

Here are this year’s highest paying technical certifications:

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

Veteran technician and project manager, Scott Matteson, shares tips and insights from his 2+ decades in the IT field.

Working in the field of Information Technology means more than fixing computers or troubleshooting email issues. Thriving in this career requires you to sort out an intricate tangle of problems, priorities and people on a daily basis. Keeping your technical skills relevant and up-to-date is always a challenge, but one that’s well within reach if you train on the job, enjoy learning new things, and keep your thumb on the pulse of the tech community.

However, it’s harder to figure out how to deal with “back end” tasks like juggling priorities, managing stress and developing positive working relationships with peers, customers and managers. In fact, handling interpersonal relationships can be more challenging (and rewarding) than managing the tech itself – and it’s essential since the technology goes hand in hand with the people who use it.

IT roles are changing; support may be located remotely, systems might be off site, and some jobs will disappear entirely. However, there will always be pain points, pressure and personalities in the field. I've worked in the IT space since 1994, primarily in the realm of support and implementation. Along the way I've made a few observations with accompanying advice which I want to share with you. Many of these apply to my role as the “go-to” guy who can get things running, but I think they are universally relevant to any role where you're seen as a resource or a decision-maker on which other people depend to do their jobs.

So without further ado, here are 20 things I've learned in my 20 years in IT:

In addition to education requirements and marketplace demand, salary is a key factor in choosing your ideal IT career. These tech jobs have the greatest earning potential in 2014.

Finding a job you love that also pays the bills can prove a challenge in today’s economy. Luckily, those of us in the rapidly evolving IT space have a range of challenging and lucrative career paths to choose from. Most of the top paying tech careers for 2014 require years of schooling, but the expense of education will pay dividends upon joining the workforce. Unsurprisingly, many of this year’s top paying positions are in the C-suite – in addition to training, these careers demand an experienced technologist with high business acumen and a proven record of success.

IT staffing firm, Robert Half Technology, recently published its 2014 Salary Guide, featuring salary and employment trends for this year’s hottest job roles. Here we take a deeper look at the top 10 highest paying IT careers for 2014: