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wtf is exs-cyberjob-scraper?

carterperez-dev/exs-cyberjob-scraper — explained in plain English

Analysis updated 2026-05-18

21ElixirAudience · generalComplexity · 2/5Setup · easy

TL;DR

An Elixir tool that scans hundreds of thousands of job postings from Greenhouse, Lever, Ashby, and Workday and ranks which cybersecurity certifications employers request most often.

Mindmap

mindmap
  root((exs-cyberjob-scraper))
    What it does
      Scrapes job board feeds
      Filters to security roles
      Ranks certifications by frequency
    Supported Boards
      Greenhouse
      Lever
      Ashby
      Workday
    Sample Results
      CISSP 19 percent
      GIAC 10 percent
      Security+ 7.7 percent
    Setup
      One install script
      certscout binary
      Linux two commands

Code map

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Why would anyone build with this?

REASON 1

Find out which cybersecurity certifications employers demand most so you can prioritize which one to study for next.

REASON 2

Run a fresh scan of current job board postings to see if certification demand has shifted since the last documented run.

REASON 3

Use the ranked output as market research data when advising students or employees on career development in cybersecurity.

What's in the stack?

ElixirErlang

How it stacks up

carterperez-dev/exs-cyberjob-scrapercaudena/beam_weaverelixir-vibe/vibe_kit
Stars212016
LanguageElixirElixirElixir
Setup difficultyeasymoderateeasy
Complexity2/54/52/5
Audiencegeneraldeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 30min

Run one install script on a fresh Linux machine, it downloads Erlang, Elixir, and dependencies automatically.

No license information was mentioned in the explanation.

Wtf does this do

This tool scans public job posting feeds from hiring platforms like Greenhouse, Lever, Ashby, and Workday, filters out non-security roles, and tallies which cybersecurity certifications employers mention most often in their listings. The output is a ranked list showing how frequently each credential appears across thousands of postings. It is built in Elixir, a programming language that runs on the Erlang virtual machine. The most recent run the README documents scanned 278,145 job postings from 1,195 employers and isolated 11,511 as genuine cybersecurity roles. Of those, CISSP appeared in 19.1% of postings, making it the most requested certification. GIAC came second at 10.4%, followed by CISM at 8.3%, CompTIA Security+ at 7.7%, and OSCP at 6.3%. The list continues through twelve certifications in total, down to CompTIA CASP+ at 2.3%. The README itself functions as a showcase of one particular run's results rather than as a code walkthrough. The data is presented as a table and as text-based bar charts for each certification. A separate file, README2.md, contains the actual setup instructions for running the scraper yourself. Installation on a fresh Linux machine is described as two commands: run an install script that downloads Erlang, Elixir, and the project's dependencies, then run the certscout binary with a flag specifying which job board to target. The installer builds everything needed, so you do not need to have Elixir installed beforehand. This would be useful to anyone trying to figure out which certifications to pursue for a cybersecurity career, or to anyone doing market research on what credentials employers in the security field currently value. The data is tied to a specific scan date, so the numbers reflect one point in time rather than a continuously updated feed.

Yoink these prompts

Prompt 1
I want to know which cybersecurity certs employers value most right now. Walk me through installing and running exs-cyberjob-scraper on Linux to scan Greenhouse and Lever job boards.
Prompt 2
Show me how to point the certscout binary at Workday job feeds and explain what the output table means.
Prompt 3
I want to extend exs-cyberjob-scraper to track additional certifications beyond the default list. Where in the Elixir code would I add new credential patterns to match against?

Frequently asked questions

wtf is exs-cyberjob-scraper?

An Elixir tool that scans hundreds of thousands of job postings from Greenhouse, Lever, Ashby, and Workday and ranks which cybersecurity certifications employers request most often.

What language is exs-cyberjob-scraper written in?

Mainly Elixir. The stack also includes Elixir, Erlang.

What license does exs-cyberjob-scraper use?

No license information was mentioned in the explanation.

How hard is exs-cyberjob-scraper to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is exs-cyberjob-scraper for?

Mainly general.

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