Perhaps. However, it is not the only way, as I can also do so by going deep into a problem domain. Nonetheless, I know l

Why so many data scientists are leaving their jobs - KDnuggets By Jonny Brooks . Vote in KDnuggets Poll inspired by this post: Data Science / Machine Learning / Data Profession Job…www.kdnuggets.com,Another thing known in the data science community is the curse and blessing of being in an overhyped industry. It’s been touted as the sexiest job of the 21st century for a reason.,Don’t get me wrong. I’m not saying that you should become a web developer yourself. I’m not saying you can’t build a good portfolio website without going in-depth in web development.,What Companies Get Wrong About Hiring Data Scientists Simply put, you cannot hire for a particular position without at least understanding what skills and talents are needed…towardsdatascience.com,Knowing how powerful data science and AI is — and how widespread it is across industries, I know I might be able to stumble upon some bright idea that I hope I would be able to translate into some actual product myself (or with a team),I bet things are going to stay the same way as companies are navigating this awkward phase as they figure out the proper way to take advantage of data science, and as the current data scientists specialize in specific data science domains.,Disclaimer: I’m still in the process of figuring out the best learning pathway. Rest assured, I will be documenting them as I learn more. I know there are existing web dev libraries and frameworks that are must-haves for data scientists like D3.js and TensorFlow.JS but will compile all of them in a different post.,I want to have a better perspective of what goes in the mind of developers I work with. I want to learn best practices in programming that extends beyond my Jupyter notebook.,I find it interesting to design and create solutions using data and programming alone. Although, like what I said in my first point, I realize how putting my work out there requires a ton more work than I am trained on.,I envy people who know how to deploy apps that demonstrate the value of their project. Hence, I want to learn more about web development to learn visual and interactive ways to share my work.,The semi-viral freemium model is the biggest culprit in the Chimp’s success story, and it propelled its growth from 100,000 users to 1m users in just one year. It was novel at the time to give users free access to the entirety of your platform. The explosive success of the freemium model was two-fold: for one, every ‘free’ email sent contained a MailChimp logo in the footnotes, creating a semi-viral loop of organic referrals; since the users had to pay only once they reached a certain number of emails on their list, getting your first paid MailChimp plan acted as a rite of passage you had to ‘earn’ your way to.,At the moment, I desire to be more flexible in terms of my skills and be able to add more value to the company I’m working for. I would like to approach problems in a more agile way by having the know-how from both the data and the dev side.,It is a blessing that companies started to realize they lack a crucial capability to unlock insights from data (or could be just plain FOMO?). As a result, job prospects for data scientists and analysts skyrocketed.,Unfortunately, many companies don’t realize what it takes to onboard and unleash the full potential of their data scientists. Many companies think of data scientists as jack-of-all-trades and someone that have the powers to take their dirty data and make them millions in return in no time.,The reason why Chemistry fascinated me is the idea of being able to facilitate reactions between substances to create an entirely different material. Something that could be of potential value to society.