These days, there is a lot of focus on automation, in every part of the supply chain. Artificial intelligence and machine learning have enabled computers to assist us not only in manufacturing and assembly but also in customer interactions and the service sector. Some of the trending roles in the market in 2022, coveted by employers and employees alike are that of an artificial intelligence specialist, data scientist, robotics engineer, cybersecurity specialist, data analyst, cloud engineer, and full stack developer.