How to become a googler?

Posted on Nov 4, 2018

Why we are here?

Why do we study data science here?  There are different reasons, but the greatest goal is to get a job as a Data Scientist.  Students learn various skills as data science and utilize their domain knowledge.Here are some more things to look at, including skills:

  • Ability of Data Science 
  • Interview Skill 
  • Networking 
  • Find Job opportunity


Yes! We Know

Data Scientist is a prospective job. Since interest in Big Data has increased, There is demand in all areas.


What skills should I have? Which company can I join?

So let's look at the current status of the data scientist working for the enterprise. As shown in the figure below, the company wants to have two or four years of experience using R / Python. Is the qualification desired by the company as well? Ok! Let’s find out from data!

Data From Kaggle

Data were obtained from the data set provided by kaggle.
It is actual job information with data collected using Selenium at the official Google site. Please refer to the link below for more information about the dataset.


Make a extra feature 

Since there are only seven features in the provided data, new features were extracted. I just use simple word match

Shiny Application 

Position Map 


I visualized Google's job positions through a simple map. As a global company, Google is hiring in a variety of cities around the world. However, it can be seen that many people are concentrated in the United States.



It is a page about career years / language about the entire employment status of Google. Overall, we can see that the requirements for java are high. In our area of interest, Data Science, we can see that the requirements for matlab / Python are high for languages with average years of experience. In addition, education level is also the highest in BS. This shows that field experience and domain knowledge are most important in the data science field.


Requirement Word Cloud

If you look at the word cloud extracted from the minimum qualification, you can find interesting points. The minimum qualification emphasized the relevant work experience, but the preferred qualification preferred mind sets such as communication skills.It can be interpreted as a preference for the necessary skills as a co-worker beyond simple work experience.


More details

I simply visualized Google job information through R Shiny. I think that I can get better results if NLP processing related text is done. Let's challenge the Google!

About Author

Related Articles

Leave a Comment

No comments found.

View Posts by Categories

Our Recent Popular Posts

View Posts by Tags

2019 airbnb alumni Alumni Interview Alumni Spotlight alumni story Alumnus API artist aws beautiful soup Best Bootcamp Best Data Science 2019 Best Data Science Bootcamp Big Data bootcamp Bootcamp Prep Bundles California Cancer Research capstone Career citibike clustering Coding Course Report D3.js data Data Analyst data science Data Science Academy Data Science Bootcamp Data Scientist Data Scientist Jobs data visualization Deep Learning Demo Day dplyr employer networking feature engineering Finance Financial Data Science Flask gbm Get Hired ggplot2 googleVis Hadoop higgs boson Hiring hiring partner events Industry Experts Job JP Morgan Chase Kaggle lasso regression Lead Data Scienctist Lead Data Scientist leaflet linear regression Logistic Regression machine learning Maps matplotlib Medical Research meetup Networking neural network Neural networks New Courses nlp NYC NYC Data Science nyc data science academy NYC Open Data NYCDSA NYCDSA Alumni Open Data painter pandas Portfolio Development prediction Programming PwC python python machine learning python scrapy python web scraping python webscraping Python Workshop R R language R Programming R Shiny r studio R Visualization R Workshop R-bloggers random forest recommendation recommendation system regression Scrapy scrapy visualization seaborn Selenium sentiment analysis Shiny Shiny Dashboard Spark Special Special Summer Sports statistics streaming Student Interview Student Showcase SVM Tableau Testimonial tf-idf Top Data Science Bootcamp twitter visualization web scraping What to expect word cloud word2vec XGBoost yelp