What I learned from being laid off

Date Read time 7 min Tags career

On this 10-year anniversary of my layoff from my first industry job, I was finally able to share this deeply personal story, and what I learned from that experience.

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Shotgun vs sniper rifle approaches in job search

Over the past few years, I have had the chance to mentor aspiring data scientists in their job search. In that process, I have also had opportunities to reflect on my own job search process. I realized that I've been conducting my own job search with a "sniper rifle" approach. Here's what that may look like, and why it may be extra important in the lean years.

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Time scales

Date Read time 1 min Tags career

Just realized something cool - earlier in my career, I was studying solar cell dynamics that happens at sub-nanosecond timescale. Now I'm working to find mineral deposits generated by geological processes that happened up to 1000s MYA (million-years-ago). Time scale span of >25 orders of magnitude!

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How to keep up with climate tech developments

Three weeks ago, I left my previous job at Capital One and joined a climate tech startup. Since then, quite a few people reaching out to me and expressed interest in finding a data science job in climate tech setting. I collect my resources in this blog post.

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Thoughts on my own career transition

Date Read time 3 min Tags career

I had a deep introspection about my career transition recently, and this tweet matches my experience pretty well. I also would like to share some thoughts on this topic as a former Materials Sci PhD who transitioned from clean tech to data science / machine learning.

My PI at Stanford was …

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Do you need a data science degree for data science jobs?

Question

Do employers looking for a data analyst, data scientist, or data engineer care if you obtain a new degree in a subject like data science that includes machine learning, etc.?

Answer

Having interviewed many data scientist candidates at Capital One, I can say that we care more about "whether …

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Entry level data science resume

Question

What should a resume look like for an entry level data scientist?

Answer

If you consider the venn diagram of data science below, an ideal candidate will have skills in three different areas:

  • math / stats
  • computer sci / software engineering
  • subject matter expertise / business acumen

The first two are more …

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