Consistent employee skills records
Creates or refreshes employee profiles from CVs, performance reviews and career dossiers. Each retained skill includes a source quotation, proficiency level and supporting rationale.
— Talent & Leadership
Employee Profile & Skills Inference Engine
Builds evidence-backed employee skills profiles within HR systems, mapping documented experience to the organisation’s skills catalogue and assigning proficiency levels using consistent rules.
- Talent & Leadership
- Human review built in
- Traceable reasoning
- Runs anywhere
2–3 weeks → ~25 minutes
For a typical multi-document review workflow
No coding required
- Input
- Employee reference, name and current and target roles
- Output
- Structured career timeline covering roles, tenure, seniority, responsibility and domain specialisms
- Runs in
- Skillsize · ChatGPT · Claude · Copilot
- Export
- SKILL.md · MCP
- Time saved
- ~2–3 weeks per run
— USE CASES
What people use Employee Profile & Skills Inference Engine for
Organisation-specific skills mapping
Maps documented experience to the organisation’s own skills catalogue and level descriptors. Gives HR teams profiles expressed in a shared language rather than generic competency labels.
Defensible proficiency assessments
Assigns levels from 1 to 4 using fixed rules covering evidenced use, responsibility, qualifications and recency. Records confidence and the rule behind each assessment to support HR scrutiny.
Governed HR system integration
Provides profiles suitable for integration with employee skills records, subject to HR approval. Redacts personal details from stored processing history to limit unnecessary exposure.
What it works from
- Employee reference, name and current and target roles
- CVs, performance reviews and employee career dossiers
- Supporting employee documents
- Organisation-specific skills catalogue and proficiency level descriptors
What you get back
- Structured career timeline covering roles, tenure, seniority, responsibility and domain specialisms
- Employee skills profile mapped to the organisation’s catalogue
- Verbatim evidence quotations and source references for every retained skill
- Proficiency levels from 1 to 4 with confidence assessments and rule-based rationales describe the basis for each rating
— HOW IT BEHAVES
How Employee Profile & Skills Inference Engine produces its result
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
Whole sets of role documentation and capability evidence at once
All of your role documentation and capability evidence is processed as one set, so patterns across documents surface instead of being read one file at a time.
Human sign-off before the write-up
The run pauses for a person to confirm the skills that matter before the deliverable is composed.
Delivered as a working table
The skills land as a clean table you can sort, filter or drop straight into the deliverable.
Why this is expensive by hand
Employee skills records often rely on self-assessment, inconsistent role descriptions or assumptions drawn from job titles. In practice it shows up as consistent employee skills records: creates or refreshes employee profiles from CVs, performance reviews and career dossiers. Each retained skill includes a source quotation, proficiency level and supporting rationale. It is the kind of work that decides whether a recommendation survives scrutiny — and the kind that quietly eats 2–3 weeks of senior time whenever it comes round.
How this Skill produces it
As a Skill, the work is already sequenced. You bring the evidence, and the run produces structured career timeline covering roles, tenure, seniority, responsibility and domain specialisms plus employee skills profile mapped to the organisation’s catalogue. The judgement is built in — how items are broken up, what standard they are held to, and where the run stops for a human review. In effect, 2–3 weeks of senior time compresses into ~25 minutes — and the output is comparable across clients, quarters and colleagues instead of shaped by whoever ran it.
Who it's for
- CHROs and talent management leads
- Succession and leadership development teams
- Executive assessors and coaches
- Consultants running talent reviews
Run it in Skillsize — or export it anywhere
Employee Profile & Skills Inference Engine exports as a structured SKILL.md file and is MCP-ready, so the same method runs in ChatGPT, Claude, Copilot or your own AI products. Adapt it to your methodology, and the intelligence stays yours — not locked to one vendor.
ChatGPTClaudeCopilotAI Products (MCP)
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