MapademicsMapademics

Academia, industry, and individuals can finally speak the same language.

Mapademics translates real-world curriculum, resumes, and job descriptions into consistent, structured skills using the Mapademics Skills Library, enabling reliable alignment and analysis across systems.

Syllabus skills extraction in progress, showing the skills identified so far
The Problem

Education, work, and experience lack a common language.

Curriculum, resumes, and job descriptions all describe capabilities — but without a common language, those descriptions cannot be reliably compared. Each system uses its own terminology, forcing manual interpretation and subjective judgment. Without a shared foundation, alignment across education and workforce systems remains slow, inconsistent, and difficult to scale.

  • Curriculum, resumes, and job descriptions lack a common language
  • Interpretation depends on subjective human judgment
  • Alignment workflows are slow and inconsistent
  • Decisions lack a reliable, shared foundation
Disparate language from curriculum, resumes, and job descriptions
How It Works

From real-world documents to a shared skills language

Mapademics translates the documents organizations already use into structured skills data through a consistent, explainable process.

Input

Ingest real-world artifacts

Bring in curriculum documents, course descriptions, resumes, and job postings directly from existing systems and workflows.

Interpretation

Interpret skills in context

Analyze how capabilities are described in each document, identifying both explicit and implicit skills based on surrounding language.

Translation

Translate into a shared skills language

Map extracted capabilities to the Mapademics Skills Library, ensuring consistent meaning across education, work, and experience.

Output

Produce structured skills data

Generate clean, standardized skills data that serves as a reliable foundation for downstream workflows and analysis.

What It Unlocks

Make skills consistent, reusable, and trustworthy everywhere

Once curriculum, resumes, and job descriptions are translated into a shared skills language, teams can rely on skills data that is consistent across sources, systems, and use cases.

Trust that skills mean the same thing everywhere

Ensure a skill extracted from a syllabus, resume, or job description carries the same meaning across documents and systems.

Reuse skills across workflows and systems

Work with structured skills data that can be reused across dashboards, reports, integrations, and downstream analyses.

Establish a shared skills language

Anchor all skills to the Mapademics Skills Library, creating a common vocabulary across education, workforce, and hiring.

Power everything downstream with confidence

Use translated skills as a reliable foundation for alignment, labor market insight, live job intelligence, and integrations.

Outputs

What you get from Skills Extraction & Translation

Mapademics turns real-world documents into structured skills artifacts you can review, share, export, and integrate.

Dashboard

Skills Extraction Review

Inspect extracted skills by document, see confidence/context, and quickly validate what was captured.

Report

Translation Summary Report

A clear summary of how source language was translated into the Mapademics Skills Library, including coverage and highlights.

Export

Structured Skills Export

Download clean, standardized skills outputs for analysis, reporting, or ingestion into other systems.

Widget

Embedded Skills View

Display extracted skills inside your existing portal or workflow so teams can review and act without switching tools.

API

Skills Extraction API Output

Use developer-friendly endpoints to submit documents and retrieve extracted, library-mapped skills as structured payloads.

Snapshot

Shareable Skills Snapshot

A lightweight summary you can share with stakeholders—top skills, coverage, and key takeaways from the source artifacts.

TRUST & SCALE

Skills translation you can rely on

Mapademics translates real-world documents into structured skills data at scale, providing a reliable foundation for downstream analysis.

100M+
Vetted market documents translated into skills
< 10 seconds
Average turnaround for curriculum translation
1B+
Verified job postings and syllabi processed