How hard is it to become a data scientist at Google?

It’s no joke to become a data scientist at Google. Checking out their job requirements for a current post includes a minimum of a Masters degree (though a PhD is preferred), experience with statistical software, and two years of work experience in a data analysis related field. In other words, it’s not a casual whim.

What is a B testing data science?

A/B testing is a basic randomized control experiment. It is a way to compare the two versions of a variable to find out which performs better in a controlled environment. Here, either you can use random experiments, or you can apply scientific and statistical methods.

How do I get a job at Google as a data scientist?

At Google, data scientists may be hired on one of several job ladders. If your talent skews toward the engineering side, you may want to pursue the standard software engineer track and ask for a more analytical role — if it skews towards numbers, you may want to pursue the quantitative analyst track.

How many data science jobs are there compared to software engineering?

Thats 7616 data science jobs compared with 53,893 software engineering jobs. This is just jobs in the US but other countries showed similar results. According to Glassdoor, data scientists make more money, but my untested hypothesis is that data science jobs are also on average more senior.

What skills do you need to become a data scientist?

If you skim data science job descriptions you’ll immediately notice they’re littered with core software development skills. If you can build end-to-end projects you can also do more than build a model for Kaggle. You can take that model, productionize it, setup authorization and Stripe, then start charging users for access.

Is data science the Sexiest Job of the 21st century?

But while data science may be the sexiest job of the 21 century, that discounts another rewarding and highly paid profession, the software engineer. I often get messages from new grads and career changers asking me for advice on getting into data science. I tell them to become a software engineer instead.