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.

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

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.
Ingest real-world artifacts
Bring in curriculum documents, course descriptions, resumes, and job postings directly from existing systems and workflows.
Interpret skills in context
Analyze how capabilities are described in each document, identifying both explicit and implicit skills based on surrounding language.
Translate into a shared skills language
Map extracted capabilities to the Mapademics Skills Library, ensuring consistent meaning across education, work, and experience.
Produce structured skills data
Generate clean, standardized skills data that serves as a reliable foundation for downstream workflows and analysis.
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.
What you get from Skills Extraction & Translation
Mapademics turns real-world documents into structured skills artifacts you can review, share, export, and integrate.
Skills Extraction Review
Inspect extracted skills by document, see confidence/context, and quickly validate what was captured.
Translation Summary Report
A clear summary of how source language was translated into the Mapademics Skills Library, including coverage and highlights.
Structured Skills Export
Download clean, standardized skills outputs for analysis, reporting, or ingestion into other systems.
Embedded Skills View
Display extracted skills inside your existing portal or workflow so teams can review and act without switching tools.
Skills Extraction API Output
Use developer-friendly endpoints to submit documents and retrieve extracted, library-mapped skills as structured payloads.
Shareable Skills Snapshot
A lightweight summary you can share with stakeholders—top skills, coverage, and key takeaways from the source artifacts.
Skills translation you can rely on
Mapademics translates real-world documents into structured skills data at scale, providing a reliable foundation for downstream analysis.