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CASE STUDY 05

AI Job Scraper & Resume Optimizer

THE PROBLEM

Manually searching job boards, matching listings, tailoring a resume per role, and tracking applications is repetitive and slow.

THE SOLUTION

A Slack-triggered n8n automation that validates a search, finds jobs, tailors a resume per role, and sends finished materials.

TOOLS USED

Slack

Job Search API

OpenAI

Google Drive

Gmail

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CASE STUDY 05 — HOW IT WORKS

AI Job Scraper & Resume Optimizer

1

Trigger + Validation

A Slack message starts the flow; an AI step validates the query before proceeding.

2

Search + Match

Searches listings via a Job Search API and evaluates each result.

3

Tailoring Loop

For each match, OpenAI generates tailored resume content with structured output parsing.

4

Delivery

Creates an email draft with the tailored resume and logs it to a Slack job-tracking channel.

OUTCOME

Turns a single Slack message into a fully searched, matched, and tailored application draft — with results logged automatically for tracking.

One Slack message becomes a tailored application

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