Job market signal lab

High-level aggregates from a private financial-services job-description corpus. This is a portfolio demonstration, not live job-board coverage or career advice.

Figures shown here are aggregates only. Raw job descriptions and employer identity are never published.

Corpus freshness

Active documents in latest snapshot

3

Last published

14 Jul 2026

Skill and tool frequencies

  • ability

    3

  • across

    3

  • ai

    3

  • business

    3

  • capabilities

    3

  • cases

    3

  • collectedat

    3

  • communicate

    3

  • communication

    3

  • data

    3

  • deliver

    3

  • employer

    3

  • employment

    3

  • engineering

    3

  • experience

    3

  • full-time

    3

  • large

    3

  • learning

    3

  • linkedin

    3

  • london

    3

  • machine

    3

  • partner

    3

  • requirements

    3

  • rolefamily

    3

  • senior

    3

  • seniority

    3

  • solutions

    3

  • source

    3

  • stakeholders

    3

  • strong

    3

  • support

    3

  • t00

    3

  • team

    3

  • teams

    3

  • through

    3

  • title

    3

  • will

    3

  • about

    2

  • adoption

    2

  • analytics

    2

Seniority and role family

Seniority

  • consultant

    1

  • senior

    1

  • senior-associate

    1

Role family

  • ai-architecture

    1

  • data-science

    1

  • strategy

    1

Requirement themes

  • Theme 1 · 1

  • Theme 2 · 2