Lots of good advice around. My Personal story might have a few takeaways for you. Started as a sw developer in India, moved to US progressed as technical expert on the product. Moved back to India and became Manager. In 3 years as a manager realized how much I liked coding. I am at best an average developer, but the satisfaction I got after fixing a small defect was priceless. By this time I've had 15 years of "experience" in industry. I did my masters and now working as a full stack developer. Couldn't be happier.

Take a month off your job. Find out what you really like. You can read through all the replies let them brew, but the final answer will come from within. Trust your gut and take the risk.

May the force be with you !!!