# Mapademics Careers

Mapademics Careers is the workspace where career-services teams move applicants from intake to coaching to a matched job. Resumes become structured profiles. Profiles get scored and coached. Profiles get matched against real postings — both the ones your team uploads and the ones Mapademics curates for your organization.

These docs are written for the staff inside an organization that uses Careers. If you work in career services, you're in the right place.

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## What you'll find here

| Section                                                                       | What it covers                                                                                                                |
| ----------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------- |
| [Getting started](/getting-started/welcome.md)                                | What Careers is, who it's for, and a five-minute tour of the app.                                                             |
| [Working with applicants](/working-with-applicants/adding-applicants.md)      | The day-to-day: adding applicants, working through their profile, coaching with the Skills Report, and matching them to jobs. |
| [Jobs & employers](/jobs-and-employers/jobs.md)                               | Managing the job and employer side of the workspace, including the difference between Public and Uploaded records.            |
| [Setting up your workspace](/setting-up-your-workspace/inviting-your-team.md) | One-time setup tasks: inviting teammates, embedding the Resume Upload Widget on your site, and bulk-importing data.           |
| [Reference](/reference/glossary.md)                                           | Glossary, the proficiency scale, the seven coaching axes, and how to ask Arlo or contact Support.                             |

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## A few key ideas

A handful of concepts come up across the whole product. Skim these and you'll have the vocabulary for everything else.

* **Applicants and resumes.** Each applicant has one or more resume versions; the **active resume** is the one Careers analyzes right now. See [The applicant profile](/working-with-applicants/applicant-profile.md).
* **Skills come from a shared library.** Every skill on a resume, on a job, or in a Skills Report references the **Mapademics Skills Library** so comparisons stay meaningful. Levels follow a five-point scale — see [Skill proficiency levels](/reference/proficiency-levels.md).
* **Public vs Uploaded.** Both jobs and employers carry a **Source**. **Public** records come from the Mapademics-curated feed; **Uploaded** records are added by your team. The two behave differently. See [Jobs](/jobs-and-employers/jobs.md).
* **Coaching is opinionated.** Every resume gets scored against seven coaching axes. The score and the per-axis feedback are the foundation of the [Skills Report](/working-with-applicants/coaching-skills-report.md) you share with applicants.

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## Need help inside the app?

Press **⌘K** (or click **Help…** at the top of the sidebar) to open [Arlo](/reference/arlo.md), the in-app AI assistant. For anything Arlo can't answer, see [Support](/reference/support.md).


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# Agent Instructions: Querying This Documentation

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Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
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```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
