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From Jobs to Skills · Step 4 of 8

Chapter 4: Make capabilities visible and trustworthy

Why this matters

An inventory is useful only when people trust it. Self-declarations can surface hidden abilities, but must be complemented by relevant work evidence and fair review. Distinguish “not yet observed” from “unable to do”. Establish who may see an employee profile, why it exists, and how errors can be corrected.

How to run it

  1. Invite pilot participants to identify capabilities they use in work, projects, community contributions and learning; do not force disclosure of private activities.
  2. Choose proportionate evidence: completed tasks, demonstrations, supervisor observations, portfolios, licenses or relevant coursework; record context and date.
  3. Give employees a chance to comment or contest manager judgments. Use more than one source where the consequences are significant.
  4. Map required-versus-demonstrated coverage at team level first; flag unknown data rather than treating missing entries as zero.
  5. Agree access, retention, correction and deletion rules before storing individual records; use only the data needed for development.

Workshop prompts

  • What evidence would convince a fair observer?
  • Where can someone demonstrate a skill without holding a formal title?
  • What mistakes in this record could disadvantage a person?

Adapt it to your organization

  • Small business: start with team coverage rather than granular ranking.
  • Nonprofit: protect beneficiaries and volunteer privacy in examples.
  • Business unit: coordinate access controls with existing policies.

Illustrative example

A project assistant without a formal data role provides a recent dashboard, explains how it was built and receives confirmation of a reporting skill. A lack of evidence for another skill remains “unknown”.

Common failure to avoid: Avoid unreviewed AI scoring, permanent labels and automatic decisions about pay, promotion or dismissal based on skills predictions.

What to measure: Percentage of role-critical skills with recent evidence, unresolved disputes, unknown coverage and time spent reviewing records.

Deliverable and exit test: A transparent, rights-aware pilot skills matrix and an agreed process for updating it.

Worksheet 4.1: Skills evidence record

Copy and fill in this template during a working session. Name an owner, use verifiable facts and record the next review date.

Prompt / field Your notes / decision
Skill and task context ________________________________
Evidence type and date ________________________________
Link / description (minimal data) ________________________________
What can be observed ________________________________
Suggested level and confidence ________________________________
Employee comment or correction ________________________________
Human reviewer and decision ________________________________
Suggested action Owner Review date Evidence / result
__________________ ________________ ________________ ________________

Worksheet 4.2: Coverage and resilience map

Copy and fill in this template during a working session. Name an owner, use verifiable facts and record the next review date.

Prompt / field Your notes / decision
Critical task / role ________________________________
Minimum coverage needed ________________________________
People with validated capability (authorized view) ________________________________
Unknown or expiring evidence ________________________________
Single-point-of-failure risk ________________________________
Backup / development action ________________________________
Review date ________________________________
Suggested action Owner Review date Evidence / result
__________________ ________________ ________________ ________________

12-question organizational starting check

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Question 1 of 12

Strategy and sponsorship · Chapter 1

We can name two business or mission outcomes that developing skills should improve.