Overview
- Let's take a look at these 7 signs to know if you are a potential data scientist or not
- This list is by no means exhaustive.. Feel free to add more qualities in the comment section.
Introduction
Data science has not only become the “sexiest job of the 21st century”, but in one of the most exciting jobs. You can achieve an enterprise-wide impact with the latest technology and algorithms.
How does a person know that they need to dedicate themselves to data science? What are the qualities of a data scientist to look for? May be interested in coding, develop new technology, is patient in debugging. For instance, an aspiring mathematics student knows that he wants to become a mathematician because of his interest in mathematical concepts and his ability to solve problems. Then, What are the defining signs of a data scientist and one must look within oneself to know if he is a potential data scientist or not?
The role of a data scientist is really crucial for the entire organization and the economy as a whole. But the problem is, there is a shortage of data scientists. “qualified” Worldwide. the AI and ML Blackbelt program + aims to make you an industry ready certified data science professional with over 14 courses, more of 39 real life projects and tutoring sessions 1: 1 so you never stray from the path.
If you are new to the world of data science, I suggest you follow the data science roadmap:
Table of Contents
- Crunching of love numbers
- You are always ready to solve puzzles
- Enjoy solving unstructured problems
- You are curious, you always ask “Why?”
- You have a knack for problem solving
- Enjoy in-depth research
- I love to tell stories: excellent to present
1. I love numbers and puzzle solving
If you love doing number calculations and solving logic problems based on probabilities, statistics and riddles, you likely have a natural tendency to become a data scientist or business analyst. By “love”, I don't mean to calculate the split count between your friends accurately, but to a madness that reaches the next level.
For instance, guessing the number of children under 15 years in India. This is known as a rough estimate, and data science interviewers love to ask these questions.. I found the perfect article for you to understand problem solving as a data scientist:
2. Enjoy solving unstructured problems
Unstructured problems are everywhere around us. In an educational technology company, management may wonder: How do we increase the income from our courses? While at a social media company, the question maybe: How do we increase user retention in our application? Do you notice something wrong with these questions? Good, these are unstructured problems.
An important aspect of being a data scientist is the ability to set well-defined goals.. A structured approach to the previous question can be: retain a 20% more customers through the slider function in the next 3 months. The goal should represent What? Why? How?
Next time, if you are in the middle of a problem and break the problem down into smaller goals, this could be a good start sign for becoming a data scientist.
3. You are curious and you always ask “Why?”
Do you find yourself questioning other people's assumptions? Can't you finish your day without asking "Why is this? Why that? Why this about that? You may be a natural candidate to become a data scientist.
For instance, in the example above, you may want to question management and ask: Why do we want to retain customers? Can we retain only paying customers? Why focus on retention instead of user acquisition?
Some of the best data scientists would stop anyone and ask for a justification if they are unclear: Why did you ask this question? What was your thought process? Why do you assume? are just some examples of these questions.
Do you find yourself in the middle of these signs? Do you love problem solving but don't like math by rote? Many of these qualities can be acquired with practice. the AI and ML Blackbelt Certified Data Science Program + aims to take him from zero to hero with his more than 14 courses, more of 39 real life projects and tutoring sessions 1: 1 with experts.
4. You have a knack for problem solving
The easiest sign that tells you that you are a potential data scientist is problem solving addiction.. Does the fridge not work? Try to identify the root cause of the problem. Your company's sales have decreased in the quarter, try to understand the root cause of the problem.
The role of the data scientist is not just to apply machine learning algorithms to build an accurate model, is to formulate a problem statement, formulate a hypothesis, analyze data, data model and then find the best results and communicate with management. Each of these steps requires a special problem-solving skill..
5. Enjoy in-depth research
A data scientist needs to sit on a single problem statement for a long period of time, going back and forth with stakeholders to understand their requirements, testing different hypotheses, extracting data, different modeling techniques until the results have been achieved.
Are you someone who doesn't give up until the problem is resolved? To study, Googling and Investigating a Single Issue. When was the last time you spent hours and hours immersed in solving a problem? Can you do that over and over?
6. I love to tell stories: excellent to present
There is always a person in the room who tells incredible stories. No one can resist listening to him and he impresses everyone with his storytelling skills.. Are you that person?
A data scientist must be excellent at storytelling. What good is all the hard work if you can't influence your stakeholders? Communicating with data and presenting data-backed stories is one of the most important elements in the life of a data scientist..
7. Love experiments
Do you find yourself experiencing at any time of the day? I don't mean scientific experiments. Part of being a data scientist is being curious.
What is the best means of transportation to the office? If I find traffic at traffic light X, What is my estimated time of arrival? What if I travel to the middle of the bus and then take the subway at the sign where I find traffic the 90% weather? These problems seem trivial, but a large part of your life will be full of experimentation.
If you love to experiment and play curiously in your daily life, Being a data scientist will be a fun job for you!!
Final notes
Being a data scientist is one of the most exciting roles and I love being a part of this amazing community..
Could you identify with the points mentioned above? You will probably enjoy being a data scientist and will do an amazing job in this field.. the AI y ML Blackbelt + The program aims to nurture your talent as a data scientist and turn you into an industry-ready professional. You can check the program here.
With what point could you identify more?
Let me know in the comments if you have any other points or signs that make a person fit naturally or if you have the potential for the role of a data scientist..
