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Ask HN: How do I bridge the gap between PhD and SWE experiences?

1•ecophyseis•2h ago
After finishing my PhD in earth sciences, I pivoted to software engineering. I’ve spent the last 8 years as a full-stack developer, gaining a decent grasp of various stacks and frameworks.

I’m now at a point where I want to merge my scientific background with my engineering experience. However, I’m finding a "missing middle" in the job market. I don't ever see a position that requires and values deep expertise in both.

I enjoy development, but I feel like my scientific training is going to waste. For those who have successfully merged these two paths:

Did you find a "unicorn" role, or did you create one within a company?

How do you market yourself when your two halves feel like they belong to different resumes?

The Signature Flicker

https://steipete.me/posts/2025/signature-flicker
1•the_mitsuhiko•53s ago•0 comments

They called her crazy – but then a computer could show what she has seen

https://number-garden.netlify.app/
1•cpuXguy•1m ago•0 comments

DWeb in 2025: Looking Back at a Year of Decentralization

https://blog.archive.org/2025/12/18/dweb-annual-recap-2025/
1•hn_acker•1m ago•0 comments

Fun Library Kiosk and Novel Web-Based Display of Web Pages

https://blog.archive.org/2025/12/16/fun-library-kiosk-and-novel-web-based-display-of-millions-of-...
1•hn_acker•1m ago•0 comments

Public Makes Millions on Plunging Crypto

https://cepr.net/publications/public-makes-trillions-on-plunging-crypto/
1•crcastle•5m ago•0 comments

Next.js 16.1

https://nextjs.org/blog/next-16-1
1•0xedb•5m ago•0 comments

Bedford: FAA lost up to 500 air traffic controller trainees during shutdown

https://www.politico.com/news/2025/12/17/faa-air-traffic-control-trainees-shutdown-00695827
2•toomuchtodo•5m ago•1 comments

Trump signs executive order reclassifying marijuana as a less dangerous drug

https://apnews.com/article/trump-marijuana-executive-order-bc1e3e5376105fdc6240982b10f74f6f
1•JumpCrisscross•5m ago•0 comments

The Scottish Highlands, the Appalachians, Atlas are the same mountain range

https://vividmaps.com/central-pangean-mountains/
1•lifeisstillgood•6m ago•0 comments

Show HN: It's Like Clay but in Google Sheets

https://www.getvurge.com/
1•rahulsingh34•7m ago•0 comments

Stop Losing Intent: Absent, Null, and Value in Rust

https://minikin.me/blog/presence-rs
1•todsacerdoti•8m ago•0 comments

Show HN: Dotenv-diff 2.3.12 – better secret detection, fewer false positives

https://github.com/Chrilleweb/dotenv-diff
1•casmn•8m ago•0 comments

The measurement problem in software engineering

https://maestroai.substack.com/p/the-measurement-problem-in-software
2•jbcranshaw•12m ago•1 comments

Show HN: SCADABreach – a browser-based SCADA/ICS security simulation

https://scadabreach.com/
1•artur44•12m ago•1 comments

We pwned X, Vercel, Cursor, and Discord through a supply-chain attack

https://gist.github.com/hackermondev/5e2cdc32849405fff6b46957747a2d28
3•hackermondev•13m ago•0 comments

Selected US Stocks

https://chat.whatsapp.com/If52evquvCSKzdmjqlNvEo?_fb_noscript=1
1•analysis•14m ago•0 comments

Addendum to GPT-5.2 System Card: GPT-5.2-Codex

https://openai.com/index/gpt-5-2-codex-system-card/
1•tsenturk•14m ago•0 comments

Show HN: Astro 5 and TypeScript production ready GitHub pages template

https://github.com/tariqdude/Github-Pages-Project-v1
1•chiengineer•15m ago•0 comments

Top Banned Books: The Most Banned Books in U.S. Schools – Pen America

https://pen.org/top-52-banned-books-since-2021/
19•FigurativeVoid•19m ago•4 comments

Show HN: Spice Cayenne – SQL acceleration built on Vortex

https://spice.ai/blog/introducing-spice-cayenne-data-accelerator
11•lukekim•21m ago•0 comments

A history of mistletoe: The parasitic 'dung on a twig'

https://www.popsci.com/science/history-of-mistletoe/
1•WaitWaitWha•21m ago•0 comments

Micron Forecasts DRAM Shortages Beyond 2026

https://www.techpowerup.com/344206/micron-forecasts-dram-shortages-beyond-2026
2•akyuu•21m ago•1 comments

Let a Thousand Societies Bloom

https://vitalik.eth.limo/general/2025/12/17/societies.html
1•cjbarber•22m ago•0 comments

Show HN: TinyPDF – 3KB PDF library (70x smaller than jsPDF)

https://github.com/Lulzx/tinypdf
2•lulzx•22m ago•0 comments

Gregg Shorthand

https://en.wikipedia.org/wiki/Gregg_shorthand
2•elsewhen•23m ago•0 comments

Modeling Postprandial Glycemic Response in Non-Diabetic Adults with XGBRegressor

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5914902
1•7777777phil•23m ago•0 comments

Worktrees and Tmux and Claude, Oh My Zsh

https://www.richsnapp.com/article/2025/12-14-git-worktrees-tmux-claude-code-oh-my-zsh
2•snapwich•24m ago•1 comments

Ask HN: Tech conference organizers, how hard is your job?

1•cloudedcordial•25m ago•0 comments

The reason smart founders pick bad startup ideas

5•suhaspatil101•26m ago•0 comments

China built its 'Manhattan Project' to rival the West in AI chips

https://www.japantimes.co.jp/business/2025/12/18/tech/china-west-ai-chips/
2•artninja1988•26m ago•0 comments