India's workforce ecosystem is undergoing a significant change, driven by automation advancements, globalization, and shifting workforce composition. The rise of the gig independent contractor model, coupled with increasing need for niche skills, presents both challenges and prospects . To thrive , India needs to focus on reskilling its population