I have been a SE, coding in Java, I am on a career break right now and want to start interviewing in 6 -8 months. Given the time frame, I am wondering that it's a good time to switch and move into data roles. There are many career paths I see here but in order to go deep, what shd I do.?
Don't jump on the latest trends. Focus on getting good at writing code in some modern language by quite frankly writing more code.
There's some good content here:
https://www.jointaro.com/question/YqrpDDCPbsGpg0lwrKXY/looking-to-transition-to-ml-engineer-what-do-you-want-to-know/
I can't pick your niche for you, but here are some good constraints I wish I knew. Pick something that
Hope this saves you time
**I wrote this in case you pursue ML. Although you did mention "data roles"