This is a ready-to-use worksheet for turning real work, a class project, a portfolio piece, or a prior job, into resume and CV bullets a GxP hiring manager can actually verify in an interview. It is a personal preparation tool, so the specimen shows one candidate’s worked example rather than a company record. Replace the <<FILL: ...>> notes with your own. Never put an employer’s confidential system, product, or project name in a public resume or portfolio; describe the system type instead (for example “a chromatography data system,” not the vendor’s internal project code). This is general guidance to adapt, not legal, regulatory, or career advice. It pairs with Breaking Into GxP: A Realistic Career Guide and Interview Preparation for GxP Quality, CSV, and Validation Roles.
Header
| Field | Entry |
|---|---|
| Candidate | <<FILL>> |
| Target track | <<FILL: QA / quality systems, CSV / validation, or data integrity>> |
| Target role and level | <<FILL: e.g. QA Associate I, entry level>> |
| Date | <<FILL>> |
1. Why this worksheet exists
A resume that lists adjectives (“detail-oriented,” “strong knowledge of GMP”) tells a reviewer nothing they can check. A resume that lists evidence (“executed 14 OQ test scripts for a LIMS upgrade, logged and resolved 3 deviations”) tells them exactly what to ask you about, and it survives the follow-up question because you actually did the thing. The goal of this worksheet is to force every line of your experience section through that same test before it reaches the page: could a stranger, in an interview, ask you a specific question about this line and get a specific answer back?
2. Task-to-evidence conversion table
For each real thing you did, however small, work across the row until you reach a usable bullet. Do this for every task before you touch the resume itself; drafting bullets straight from memory skips the discipline this table forces.
| # | Task or duty (plain description) | Action verb | Quantified detail (count, frequency, scope) | Result or outcome | Draft bullet |
|---|---|---|---|---|---|
| 1 | <<FILL: e.g. ran test scripts for a system upgrade>> | <<FILL: Executed>> | <<FILL: 14 OQ scripts>> | <<FILL: logged and resolved 3 deviations>> | <<FILL: full sentence>> |
| 2 | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| 3 | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| 4 | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
| 5 | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> | <<FILL>> |
If a row has no honest number, count something true rather than inventing one: the number of SOPs, the number of records reviewed in a week, the number of people trained, the number of systems touched. A defensible small number beats a vague large claim.
3. Posting-to-evidence map
Before you submit an application, run the posting’s own language back against your evidence table. This is what “tailoring a resume” actually means; it is not rewording, it is matching.
| Requirement as written in the posting | Your evidence (from section 2, or note the honest gap) | Bullet or line to include |
|---|---|---|
<<FILL: e.g. "experience with computer system validation">> | <<FILL>> | <<FILL>> |
<<FILL: e.g. "familiarity with 21 CFR Part 11">> | <<FILL>> | <<FILL>> |
<<FILL: e.g. "strong documentation skills">> | <<FILL>> | <<FILL>> |
<<FILL>> | <<FILL>> | <<FILL>> |
A row with an honest gap is not a reason to skip the application; it is a line you prepare to address directly if asked, rather than pretend does not exist.
4. Strong versus weak, side by side
| Weak (adjective, unverifiable) | Strong (evidence, verifiable) |
|---|---|
| “Detail-oriented quality professional with strong knowledge of GMP." | "Reviewed audit trails for a chromatography data system weekly; escalated 2 unexplained reprocessing events." |
| "Responsible for documentation and training." | "Wrote and routed 5 SOPs through document control; trained 20 analysts on the revised procedure." |
| "Familiar with validation methodology." | "Co-authored a requirement traceability matrix for a 40-requirement LIMS upgrade; closed 3 orphan-requirement gaps before test execution." |
| "Team player with good communication skills." | "Presented a closed CAPA to a cross-functional review board and answered follow-up questions on the root cause.” |
5. Resume section checklist
| Section | Rule | Done? |
|---|---|---|
| Summary line (optional) | One sentence naming your track and one concrete strength; skip it entirely if it would only restate the job title | <<FILL>> |
| Experience bullets | Every bullet passes the section 4 test: a stranger could ask a specific follow-up and get a specific answer | <<FILL>> |
| Bullet order | Your strongest, most track-relevant bullet leads each role, not the most recent chronological task | <<FILL>> |
| Skills section | Named systems and methods you can speak to in depth (see section 6), not a long undifferentiated keyword list | <<FILL>> |
| Education / credentials | Listed plainly; a credential in progress is labeled “in progress,” never implied as complete | <<FILL>> |
| Confidentiality | No employer confidential system, product, or project name anywhere on the document | <<FILL>> |
6. The depth test for your skills list
Before you list a system or tool, confirm you can pass this test, because an interviewer will run it: name how a sample or record moves through the system, who approves it, and where the audit trail lives. If you cannot answer all three for a system on your list, either move it below a “familiar with” heading or remove it. A short list you can defend outperforms a long list you cannot.
7. Acceptance criteria
- Every experience bullet contains a verb, a quantified detail, and an outcome; no bullet is adjectives alone.
- Every bullet is something you can be asked a specific follow-up question about and answer honestly, without confidential specifics.
- No employer, product, or internal system name that is confidential appears anywhere.
- The posting-to-evidence map in section 3 has no requirement left unaddressed, either with evidence or with a prepared, honest answer for the gap.
Filled specimen
Illustrative candidate, entry-level CSV track, values invented.
| # | Task | Action verb | Quantified detail | Result | Draft bullet |
|---|---|---|---|---|---|
| 1 | Ran test scripts for a lab system upgrade during a college co-op | Executed | 14 OQ test scripts across normal, boundary, and error conditions | Logged and resolved 3 deviations; zero came back for rework at final QA review | ”Executed 14 OQ test scripts for a laboratory system upgrade; logged and resolved 3 deviations; final package cleared QA review with no rework.” |
| 2 | Reviewed a chromatography data system’s change log weekly | Reviewed | Audit trail review, weekly, over an 8-week rotation | Escalated 2 unexplained reprocessing events, both closed with a documented reason | ”Reviewed audit trails for a chromatography data system weekly across an 8-week rotation; escalated 2 unexplained reprocessing events to closure.” |
| 3 | Wrote and updated a mock SOP as a portfolio exercise | Authored | One SOP, 3 revision cycles based on peer feedback | Final version scored as inspection-ready by a mentor’s checklist | ”Authored a standard operating procedure through 3 revision cycles based on structured peer feedback; final draft passed an inspection-readiness checklist review.” |
Posting-to-evidence map excerpt: the posting asked for “experience with computer system validation.” Evidence: row 1 above. Bullet used: the row 1 draft bullet, placed first under the co-op entry because it is the strongest CSV-track evidence available, ahead of an earlier, less relevant summer job listed later on the page.
Common mistakes this worksheet prevents
- A resume built from adjectives, which gives an interviewer nothing specific to ask about, and gives you nothing specific to say when they do.
- A skills list padded with tools you have only briefly seen, which collapses under the first specific follow-up question.
- Bullets copied verbatim from a job description rather than converted from your own real evidence.
- A confidential employer, product, or internal project name left in a document meant to be shown outside that employer.
How to adapt this worksheet
- Fill section 2 for every real task first, even ones that feel too small to matter; small honest evidence beats no evidence.
- Re-run section 3 for each posting you apply to; the map changes with the posting, the underlying evidence table does not.
- Reorder bullets under each role to lead with your strongest track-relevant evidence, not strict chronology.
- Run every system on your skills list through the section 6 depth test before it goes on the page.