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Just escape from testing. I'm 7 at yoe and I cannot do anything about it. Just read day and night and escape. Go to Java development or JavaScript development. Don't fall for this Data science thing. Data engineer is also an option. If you are Java Selenium guy switch to Java development ASAP. You still have time.

likesmart

What do you think about Devops

You have just 3 years of exp. If you learn api , performance and mobile testing gradually to ur arsenal... You will be a full stack tester in 5-6 ... Then go for cloud technologies like AWS ,google cloud and so on..

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Good approach seems.

I'd recommend,

1. Data Science
2. DevOps with any cloud flavor (AWS, Azure and GCP).

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I think automation testing have better scope, if u learn Api automation testing nd Mobile Apps automation testing

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From Automation standpoint, Roadmap can be either become SDET or DevOps going forward. If you have strong domain you can be business analyst as well.

But if you see good scope in Data science or ML. it will like career stream switch - you have prove with technical w.r.t to the stream there.

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+1

It's most important to ensure the field that you will be interested in.
Based on that you can choose a field and start exploring it.
However, your current automation experience can be beneficial in those industries.
You can just understand the basic concepts of all those topics, have your grasping on automation and simply switch to the field.

Look if you're ready to learn big deal 1 thing it's gonna take a lot of time for you and second go though the daily course of work for the New skills you're looking at mostly if data side then your daily life is full of exploration new learning everyday atleast for a couple of years and considering devops it's a lot of learning you have in front of you and mostly if it's like you've got work from scratch then a lot of things you'll learn else there are mostly small changes comparatively, the cloud thing is pretty trendy and you could have yourself a lot of profiles open if you learn cloud, aaaand o think you must have got idea about Java can ask developer team mates.
Happy exploring

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