Skill Lagoon

From job listings to structured profiles

Turn messy job postings into clear skills, structured profiles, and better career matches.

  • Skills Extracted
  • Profiles Built
  • Structured Data
  • Career Clarity
Let's start See how it works
or open a role directly
AI Engineer AI Scientist Software Engineer Data Scientist Data Engineer Platform Engineer Cloud Engineer Forward Deployed Engineer

How it works

What we do automatically for you?

  1. 01 Source

    Listings flowing in

    • Adzuna
    • Jobspipe
    • Jobicy
    • 4 more
    AI Engineer Acme • Adzuna
    AI Scientist Globex • Jobspipe
    Software Engineer Initech • Jobicy

    1,118 listings

  2. 02 Extract

    Skills get pulled out

    AI Engineer Acme • job description

    We're hiring an AI Engineer at Acme. The ideal candidate has strong experience with LLM, Python and Machine learning.

    • LLM
    • Python
    • Machine learning

    98 terms

  3. 03 Profile

    The profile assembles

    AI Engineer
    LLM 73%
    Python 70%
    Machine learning 68%

    Profile complete

  • 98 skills and tools counted
  • 8 roles
  • 4 seniority filters
  • Must-have vs nice-to-have per skill

Normalising job postings

Skill Lagoon automatically merges duplicate job postings from multiple sources into a single, clean record.

Normalising

Duplicates merge

AI Engineer Acme • Adzuna
AI Engineer Acme • Jobspipe
AI Engineer Acme • Jobicy
AI Engineer Counted once

3 1 999 deduplicated postings

Why this tool exists?

A general chatbot

  • Recalls what job ads tended to say
  • No sample size, period, or source mix
  • No way to check a single number

This app

  • Each posting counts once, after duplicates are merged
  • Sample size, period, level, and boards always on screen
  • Every percentage opens the postings behind it
Skill Lagoon role profile view with skills ranked by frequency

Browse one view, not many boards

Instead of opening job after job across different boards, this app gives you the patterns first. You can see what’s common, what’s rare, and what actually appeared in the postings — without manually browsing scattered listings one by one.

A transparent sample of the market, not a census. The sample size stays on screen so you can judge it yourself.

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