By 2030, the job landscape will be significantly reshaped due to rapid advancements in technology, changing demographics, and global economic trends. Automation will continue to impact industries, leading to a demand for workers with specialized skills in data science. Concurrently, new job roles will emerge in sectors such as renewable energy, hea