Set it up once. It does the job hunting.

Five steps to set up. After that all you do is check the shortlist, proofread the resume it wrote, and track where each one stands.

Find jobs Edit resume, free

1
Check
Personally matched, already shortlisted.
Matched to your profile
- Staff Data Engineer, Platform
  Verrill Grid
  9191 out of 100, above the cut-off of 65, fire-assayed against your profile
- Senior Data Engineer
  Halden Systems
  8484 out of 100, above the cut-off of 65, fire-assayed against your profile
  Cut-off 65
- Analytics Engineer
  Motte & Co.
  6464 out of 100, below the cut-off of 65, fire-assayed against your profile
2
Proofread
The resume is written. You read it.
Written for one posting
Owned the nightly ingestion path from production Postgres into the warehouse.
3
Track
Every job you apply to, and where it stands.
One register, every job
Interested
Tailored
Applied
Interview
Offer
- Staff Data Engineer, Platform
  Applied
- Senior Data Engineer
  Tailored

Illustrative: authored for this page.

You have been picking one or the other.

Both work. Each costs you the thing the other one gives.

Generic, at scale

One resume, fifty times. Minutes each.

Cheap, and mostly ignored.

Tailored, by hand

Three applications. Two hours each.

Every evening you had.

SwiftFit

Thousands read. The few worth it, written.

And your evenings back.

You see the jobs worth your time, read the resume already written for the one you pick, and apply. The same application, tailored, at the speed of sending it raw.

Graded against what you want. Not what you last did.

Four elements, scored separately. The weakest one explains the verdict.

What you asked for

Staff-level data platform work. Ownership of a pipeline end to end. No on-call rotation.

Staff Data EngineerData Platform Engineer

Toronto, ON · Remote (Canada)

Sample GH-40812 · read in full

Staff Data Engineer, Platform · Verrill Grid

Work: 9/10
Industry: 8/10
Level: 9/10
Day to day: 7/10

Pipelines and warehouse modelling. Energy data, like your last two roles. Staff, with a scope statement. On-call you did not ask for.

Reported grade

Above the cut-off of 65.

Verdict

Apply

Weakest element

Day to day, at 7.

You binned three like this. On-call, every time.

Add as a ruleNot that

Nothing is filtered until you say so.

Then it writes the one you send.

Rewritten for that posting, from your own resume. Never invented.

Illustrative: authored for this page

Experience

Owned the nightly ingestion path from production Postgres into the warehouse, the ETL and the dimensional models on top of it.

Skills

The marked line, before and after

Built and maintained ETL pipelines for the analytics team, moving data from production Postgres into the warehouse nightly.

Owned the nightly ingestion path from production Postgres into the warehouse, the ETL and the dimensional models on top of it.

Same job, same dates, same numbers — written to answer this posting.

Length: One page or two, your choice
Download: PDF or Word
Evidence: Nothing you did not do

Start with either.

Five steps to a ranked list. Or none at all to a better resume.