Picture of What skill sets do you use and value most in Data Science and Analytics?

What skill sets do you use and value most in Data Science and Analytics?

Picture of Steve
Picture of Sandrine
3 responses
211 views

Additional information

I am currently taking online courses on Data Science

Anonymous asked a question to Steve T.

Category: Role Description

Date asked: Friday, April 17, 2020

Last reviewed: Monday, November 24, 2025

Picture of Steve T.

Steve T.

Data Science & Analytics Specialist

Data Science is a big area but there are specific competencies that will create a foundation for success. An overall interest / passion for data and analytics is a good start. Specific knowledge areas - Statistics, Data Visualization, AI/ML/DL and statistical programming. I would take an overview class just to get a broad view and from there you can target on areas of concentration. There is a lot of free content out there. Google has a free crash course in machine learning just FYI.

Monday, April 27, 2020

Picture of Sandrine H.

Sandrine H.

Employer Brand Ops and Innovation Lead

@Rita L. : Please join this discussion.

Monday, November 24, 2025

Picture of Rita L.

Rita L.

Assistant Professor

Hi,
I am on a niche of Data Science called Process Mining, but based on that, I would say that in Data Science and Analytics, the skills I value most are a mix of technical expertise, analytical thinking, and clear communication. Technically, I rely on strong data processing skills (SQL, Python, Spark), solid statistical understanding, and the ability to build and validate machine learning models. Analytically, I focus on breaking down complex problems, identifying the right metrics, and interpreting patterns in a meaningful way. And just as importantly, I value the ability to communicate insights clearly and collaborate with stakeholders, so data-driven decisions can actually happen.

Monday, November 24, 2025

This discussion is closed, so no new comments can be added.

Did you find this discussion helpful?