Data Science & Machine Learning

 

 salary of engineering

When deciding on a career path, it is difficult to know whether that industry will continue growing, become over saturated, or even redundant. The trend is toward information technology and automation, which will remain the case for the foreseeable future. Traditional fields, such as civil and petroleum engineering, are still high in demand, but the fastest-growing fields are those in the IT sphere. Take a look at some of the engineering jobs that are most in-demand and show the greatest salary potential for 2019 and beyond.

1. Data Science & Machine Learning

Software engineering has seen continuous growth over the past few years, with no signs of it stopping. Data science is a branch of software engineering that involves creating meaningful information based on large amounts of data. These large datasets are known as big data and can come from a variety of sources, such as e-commerce, medical or financial sectors. This field uses both statistics and software engineering to gather, analyze and present the gathered data in such a way as to allow the end user to optimize their specific services. Machine learning is a subset of data science that is used to make predictions of what might happen in the future based on data of what happened in the past. Machine learning algorithms will make predictions, test whether these predictions were accurate, and then optimize the algorithm to improve the accuracy of the prediction going forward. The more varied the volume of data available the better the predictions. A bachelor’s degree is not always necessary to begin a career in data science as there are various short courses that cover the required topics. However, a strong background in both mathematics and coding is necessary.

2. Automation & Robotics Engineer

Robotic systems are already good at performing menial repetitive tasks that don’t require the dexterity and attention to detail provided by a human worker. However, with constant advances in computing, energy storage and materials, robots are beginning to move from single arm welding and assembly robots to complex humanoid robots. A striking example of this are the Boston Dynamics robots. A robotics engineer is involved in every aspect of the design, development, testing and implementation of robotic systems. Robotics engineers are typically either mechanical, electronics or mechatronic engineers. With the relentless march toward automation, the only jobs safe from automation are those within automation.

3. Petroleum Engineer

Petroleum engineers work on drilling methods, design of drilling equipment and implementing & monitoring the drilling plan for the extraction of crude oil. Petroleum engineering has been in demand for the past few years and is set to continue growing in demand over the coming decade. Despite the push for electrical vehicles and clean energy, oil is still highly in demand as it is used in many different industries. Many petroleum engineers are expected to retire in the coming years, creating more demand than supply, thus it is a perfect time to get into the field.