Methodology
How We Rewrite Job Descriptions
Agentic Jobs does not try to dump employer job descriptions back at you. We extract the role signal, rewrite it into a shorter brief, surface the strongest skills, and explain what a candidate should highlight on a resume.
What We Use
We start with the employer or ATS posting itself. The pipeline normalizes the raw description, removes repeated legal boilerplate, extracts skills and experience hints, and then creates a cleaner summary from the same source material.
What The Summary Should Do
- Explain the actual scope of the role in plain language
- Highlight the strongest required or repeated skills from the posting
- Give the candidate a resume angle tied to those skills
- Avoid copying long chunks of employer text word-for-word
What We Avoid
- Inventing compensation, visa rules, or benefits that are not clearly present
- Repeating large blocks of legal, privacy, or equal-opportunity boilerplate
- Pretending a summary is human reporting when it is generated from a source posting
Why Resume Guidance Is Included
A useful summary should not stop at "here is what the company wants." It should also tell the candidate how to respond. That is why our rewritten briefs include a short resume angle, usually focused on the most repeated technical or domain skills in the description.
Verification Reminder
Candidates should always verify the final details on the original employer page before applying. The summary is a decision aid for faster reading, not a replacement for the source posting.