HFT transition for working professional

I'm a Python developer with over 4 years of experience in data engineering, and I'm interested in transitioning into a High-Frequency Trading (HFT) company.

Can someone who has successfully made this transition provide guidance or advice on the steps to take and resources to utilize?

Thanks in advance!