Data scientists use their skills in mathematics, statistics, and computer science to collect, clean, and analyze data to extract insights that can be used to improve business decisions. AI can help data scientists with some tasks, such as automating repetitive tasks and identifying patterns in the data, but it cannot replace the human creativity and intuition needed to ask the right questions, interpret the results, and make decisions.
Cybersecurity experts are responsible for protecting computer systems and networks from cyberattacks. They use their knowledge of security vulnerabilities and attack methods to develop and implement security solutions. AI can help cybersecurity experts with some tasks, such as identifying and responding to cyber threats, but it cannot replace the human expertise needed to design and implement secure systems.
Software development managers lead teams of software engineers in the development of software products. They are responsible for planning, organizing, and managing the software development process. AI can support software development managers in coding but cannot match the creative aptitude or leadership required for successful software development.
Software development manager
Cloud architects design and build cloud-based solutions. They are responsible for choosing the right cloud platform, designing the cloud architecture, and migrating applications to the cloud. AI can help cloud architects with some tasks, such as automating cloud management tasks and optimizing cloud costs, but it cannot replace the human expertise needed to design and build complex cloud solutions.
Systems analysts study and analyze computer systems and networks to identify areas for improvement. They work with businesses to develop and implement new systems or improve existing systems. AI can help systems analysts with some tasks, such as gathering and analyzing data, but it cannot replace the human expertise needed to understand and improve complex systems.
UX designers design user interfaces and user experiences for websites, apps, and other digital products. They are responsible for making sure that digital products are easy to use and enjoyable to use. AI can help UX designers with some tasks, such as generating prototypes and conducting user testing, but it cannot replace the human creativity and empathy needed to design user interfaces that are both functional and enjoyable.
Technical program managers are responsible for planning, organizing, and executing complex technical projects. They work with cross-functional teams to ensure that projects are completed on time and within budget. AI can support technical program managers in some tasks, such as managing project timelines and tracking budgets, but it cannot replace the human leadership and communication skills needed to manage complex technical projects.
Technical program manager
These jobs all require a combination of human skills that AI cannot replicate, such as creativity, empathy, leadership, and communication skills. AI can be a valuable tool for supporting these jobs, but it cannot replace them.