You need inquisitiveness, perseverance, and passion for data, software engineering, application architecture and scalability, and beautiful succinct visualizations. The scope is broad and wide.

You need a good understanding of Python or a similar language with object-oriented and functional programming capabilities. Preliminary experience of data wrangling with Python, R, or any similar tool is helpful.

You need to appreciate how to conceive, build, and scale data applications.