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Alternatives

Products that do what Visualization of job openings by US based employers does

Tiny vis project using d3. Data is from 100k job openings, categorized by k-means + GPT.

  1. 1FC

    Hi HN! I've found this visualization tool immensely helpful over the years for getting an intuition for how an LLM "sees" some piece of text, and with a bit of elbow grease decided to move all compute to client side so I could make it publicly available. I've found it particularly useful for - Understanding exactly how repetition and patterns affect a small LM's ability to predict correctly - Understanding different tokenization patterns and how it affects model output - Getting a general sense of how "hard" different prediction tasks are for GPT-style models Known problems (that I probably…

    2023 · perplexity.vercel.app

  2. 2

    A handy tool for browsing cohort datasets

    2014

  3. 3CH

    I been building a view into companies based on their job postings. I am hoping it is useful to get a quick snapshot on the company say for interview prep etc. Please be advised that it is still a WIP in terms of data quality. Example urls: https://jobswithgpt.com/company-profiles/openai/ https://jobswithgpt.com/company-profiles/advanced-micro-devi...

    Jan 2026

  4. 4HR

    Hey HN! I'm excited to show off this side project I've been working on. This project matches your resume with the best matching jobs from the monthly HN Who's Hiring post. It works by creating a vector embedding of your resume using OpenAI's embedding API, and then ranking the jobs using a vector similarity score. (You can toggle between max inner product, cosine, and euclidean in the "Advanced Options") I was laid off in August and it took a whole 6 months for me to find my new job. Fortunately, I found my new role on January's HN Who's Hiring post. So I hope this will prove useful to any…

    2023 · hnresumetojobs.com

  5. 5DV

    2017 · dvblogger.com

  6. 6AS
  7. 7IT
  8. 8

    Rewrite and add to your job descriptions with OpenAI's GPT-3

    2020

  9. 9JA

    There are existing HN job aggregators, but I thought we could take it a step further. Inspired by an insightful comment on a previous thread (https://news.ycombinator.com/item?id=36163021), I built a tool that aggregates job postings and intelligently categorizes them based on user-specific preferences: * Country and remote work preferences * Employer type (e.g., startup, corporation, government) * Industry * Technologies used * Role type (developer, architect, product owner, etc.) * Salary range (where available) One of the superpowers of LLMs is reformatting information from…

    2023 · kadoa.com

  10. 10FV
  11. 11

    Talent intelligence platform for labor market analysis

    2022

  12. 12ND

    2014 · blog.spritesapp.com

  13. 13DA

    2024 · basc.substack.com

  14. 14

    GPT3 - AI generated cover letters

    2021

  15. 15IH
  16. 16MG
  17. 17WU

    hey y'all -- can you please tell us if our job search tool sucks? :D we built it using an investor platform called Harmonic.ai to gather startup data, then contextualize it so that job seekers could find out about the most exciting startups hiring first (like if they just raised, growing headcount fast, have an ex-unicorn founder, etc). pretty sure we're the first platform doing anything like this. anyway, let me know what you think. really excited to launch this thing soon! getting feedback from the hn community first is really fun :)

    2022 · joinmaasive.com

  18. 18GS
  19. 19H1

    Excited to share my New Year’s project. For a long time, I’ve wanted to build H-1B data directly into Levels.fyi. Every time I went looking for this data elsewhere, it was a frustrating experience to use. Most H-1B sites felt antiquated, unintuitive, cluttered with ads, or just overwhelming to use. The data was there, but it wasn’t usable, and definitely not pleasant to explore. So out of that frustration, I decided to build the H-1B data experience I personally wanted to use. Right into Levels.fyi. https://levels.fyi/h1b/ Some other pages I'm excited about: Wage Heatmap:…

    Jan 2026

  20. 20IU

    Hello! I used an LLM to extract structured data from each comment on the “Ask HN: Who is Hiring? (January 2024)” post, available at: https://news.ycombinator.com/item?id=38842977. This created a dataset of 400+ jobs with data such as title, company name, location, is job remote, salary data, and the URL/email to contact. For the UI, a NextJS static site was created to filter and view the structured data.

    2024 · hnjobsai.vercel.app

  21. 21UH
  22. 22UR

    2013 · roadtolarissa.com

  23. 23IB
  24. 24WV

    I was in charge of the visual design on this project. It's the largest and most complete effort to map the decentralized identity space and its continued growth. Would appreciate to get some feedback in the UI/UX! Tech: sveltekit, vasturianos force-graph (D3), postgres

    2025 · weboftrust.org

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