Here's my two cents: Don't concentrate on listing your skills. Concentrate on how well you can apply your skills and "best fit" to the company that you interview with.
When I was in the process of recruiting my team, 9 out of 10 candidates have very similar background: Python (even similar packages), BI tools, R, SQL, SAS.... You name it. For interviewers, they probably already known by your resume that you have these skills. But how well you can apply these skills in real projects?
Use Excel as an example, different ways of how you can say it and how interviewer may perceive them:
- I know how to use Excel. ("People can say that they know how to use Excel, and they may just know some simple calculations")
- I can use vlookup and VBA in Excel. ("That sounds better, but I still don't know how good this person is")
- I have used Excel and a built-in tool to do a project to clean 5-year local traffic data and analyze how to improve the road design. ("That's nice, this person can do complicated projects on Excel")
- I have used Excel and a built-in tool to do a project to clean 5-year local traffic data and analyze how to improve the road design. In this project, I used vlookup, VBA, xxx built-in tool. ("This person can do complicated projects using Excel, and the skills he/she has with Excel are exactly what we looking for")
- I have used Excel and a built-in tool to do a project to clean 5-year local traffic data and analyze how to improve the road design. In this project, I used vlookup, VBA. I learnt xxx built-in tool from xxx book during the project. ("And this person can learn new things that's necessary for the project, that is awesome")
Or, if you don't have any project experience, you can mention certifications, or classes that can prove "how well" you are in such skill, especially the ones that the job description mentioned.
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Shannon (Xiaonan) Shang
Manager, Data Analytics
Enovation Controls
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