Advice on sharpening skills for career pivot

Notcoffeetable
Tue, 28 May 2024 17:00:48 +0000

After spending a couple years in management I want to get back into more individual contributor roles. It's where I can apply the skills I actually enjoy. Preferably I'd work as a dev or data scientist, but what I want is to spend time solving technical/mathematical problems and less herding cats and politicking.

EDIT: US with ability to relocate; willing to take a paycut.

Background

About 9 years as lead dev in a start up (2004-2013). It was the golden era of 2005 when we started and I got the role strictly on skills I developed as a teenager. The start up failed shortly after I left but an associated passion project has lived on. In this role I built video streaming software client side, server side, web apps, and iOS apps. I used C#, javascript/node, mongodb, redis, SQL, PHP, objective-c, and C++ as well as functioning as sys admin and webmaster. Pretty much solo dev except for a contractor or intern occasionally.

Went back to school (homeschooled, no high school so I needed some pieces of paper), BS-MS-PHD, in mathematics (number theory) and published several papers. One of which launched a bit of a cottage industry for my collaborators. I haven't been involved post graduation but get updates when friends see me cited at conferences, etc. Wrote more domain specific stuff (Python, MAGMA, GAP).

During my last year of grad school I got very jaded towards the grind I saw before me that more that likely ended with a job at a teaching school making less than I wanted. Pretty much as soon as I made my intentions public covid happened so I was job searching during 2020 while finishing my doctorate.

Got my break early 2021, an entry level data analyst role for a major corpo. In this role I had a lot of time to just explore data, find patterns, test out some of the ideas friend in topological data analysis were thinking about, tested early ML models. Pretty much strictly Python and SQL. Went to manager in 2022 and then People Analytics Director in 2023.

Current plans:

Attend more meet ups, there are a couple about an hour south of me. Hoping to build some connections with the local industry.

Private server and website stood up, plan to host projects etc here for interested parties.

Runs through exercism.io to refresh on some stuff.

Find some open source projects to contribute on? There is also a local group of indie game devs, perhaps offer my services where possible.

So my question to you all is how would you go about sharpening skills and building up a portfolio?

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