This is a ready-to-use competency self-assessment for someone entering or growing in GxP quality. Rate where you are now against where your target role needs you to be, then let the gaps drive what you study and which experience to seek. It is a personal development tool, so the specimen shows one person’s honest self-rating, not a company training record. Replace the <<FILL: ...>> notes with your own. This is general guidance to adapt, not legal, regulatory, or career advice. It pairs with the article Breaking Into GxP Quality.
Header
| Field | Entry |
|---|---|
| Name | <<FILL>> |
| Date | <<FILL>> |
| Target track | <<FILL: CSV/validation, data integrity, or QA/quality systems>> |
| Target role | <<FILL>> |
1. Proficiency scale
Rate each competency on this scale, honestly. Overrating yourself is the same mistake as overclaiming on a resume, and it fails at the same point, a technical interview.
| Level | Meaning |
|---|---|
| 0 | No exposure |
| 1 | Aware: can define it and explain why it matters |
| 2 | Assisted: can do it with supervision |
| 3 | Independent: can do it unaided and explain the reasoning |
| 4 | Lead: can set the approach and teach others |
2. Core competencies (all tracks)
| Competency | Current (0 to 4) | Target for role | Gap | Development action |
|---|---|---|---|---|
| ALCOA+ and data integrity principles | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Quality system map (QA, QC, CAPA, change control) | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Good documentation practice | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Reading a regulation for outcome, evidence, and failure | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Deviation and CAPA basics | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Precise technical writing | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
3. Track competencies
CSV / validation
| Competency | Current | Target | Gap | Development action |
|---|---|---|---|---|
| The V-model and traceability | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Difference between a requirement and a test | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Writing and executing IQ/OQ/PQ | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Risk-based scoping (GAMP 5, CSA) | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
Data integrity
| Competency | Current | Target | Gap | Development action |
|---|---|---|---|---|
| Audit trail review | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Data lifecycle and metadata | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Data criticality and risk | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
QA / quality systems
| Competency | Current | Target | Gap | Development action |
|---|---|---|---|---|
| Batch record and release basics | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| OOS investigation flow | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Inspection and 483 response basics | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
4. Behavioral competencies (what distinguishes the good)
| Competency | Current | Target | Gap | Development action |
|---|---|---|---|---|
| Precision (exact, unambiguous documentation) | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Systems thinking (“what depends on this?”) | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Comfort with ambiguity (defensible decisions in the gap between must and how) | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| Intellectual honesty (raising an uncomfortable finding with evidence) | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
5. Summary and next moves
| Field | Entry |
|---|---|
| Three biggest gaps | <<FILL>> |
| Study actions this month | <<FILL>> |
| Experience to seek (project, shadow, contract) | <<FILL>> |
| Re-assess date | <<FILL>> |
6. References
Skills framing draws on the article Breaking Into GxP Quality; the underlying knowledge maps to ICH Q10, ICH Q9(R1), 21 CFR Part 11, and GAMP 5. Confirm any credential requirements against the issuing body before you rely on them.
Filled specimen
One career-changer from an IT background, targeting a CSV associate role.
| Competency | Current | Target | Gap | Development action |
|---|---|---|---|---|
| ALCOA+ and data integrity principles | 1 | 3 | 2 | Work the ALCOA+ article and name a failure per attribute |
| The V-model and traceability | 2 | 3 | 1 | Draft a requirement-to-test table for a mock system |
| Writing and executing IQ/OQ/PQ | 1 | 3 | 2 | Write a short IQ/OQ script for lab equipment as a portfolio piece |
| Precise technical writing | 2 | 3 | 1 | Rewrite a deviation problem statement in three exact sentences |
| Intellectual honesty | 3 | 3 | 0 | Maintain; prepare a STAR story about raising a finding |
The honest low ratings on IQ/OQ and ALCOA+ are the point: they became this person’s study plan and the two portfolio pieces they built before applying. A matrix with all 3s and 4s for someone with no industry experience is not a strength, it is the overclaiming a technical interview exposes.
How to adapt this matrix
- Set your target track and role, then set the target column to what that role actually needs (not everything at 4).
- Rate current honestly; treat a low rating as a study action, not a failure.
- Emphasize the track section that matches your target; be aware of the others.
- Convert the three biggest gaps into this month’s study actions and the experience you seek.
- Re-assess on a set date so progress is visible.