SKILLS-BASED HIRING
Hire for What People Can Do.
Replace unnecessary proxies with clearly defined, job-relevant skills, evidence and assessments connected directly to the work.
What skills are actually required to perform this work — and how can we assess them?
The Job-to-Skill Model
Enter a fictional role. DISHA decomposes outcomes and responsibilities into skill requirements — foundational vs advanced, must-have vs developable vs contextual.
Outcome:
Own the AI platform roadmap
Outcome:
Lead cross-functional delivery
Outcome:
Improve enterprise retention
Every skill traces to an outcome — no arbitrary checklists.
The Skill Taxonomy
Knowledge
Conceptual understanding underpinning the work.
Technical
Tools, methods and craft skills.
Functional
Role-family disciplines like product or finance.
Behavioural / Execution
How the person works and delivers.
Domain
Industry and context-specific expertise.
Synonym mapping
Prompt engineering ≈ LLM context design ≈ conversational AI design
Client discovery ≈ customer discovery
Data fluency ≈ analytical literacy
Synonyms and related skills are mapped so equivalent language does not fragment the pool.
Every Skill Has a Definition
Example: Product strategy
Operational definition
Turn ambiguous business goals into sequenced product decisions with explicit trade-offs.
Proficiency expectation
Advanced — owns strategy for a multi-squad platform.
Evidence examples
Launched products, strategy documents, work samples, references.
Assessment method
Work sample + structured interview question.
Skill to Work to Outcome
For every skill: the work it supports and the outcome it contributes to.
The Proficiency Model
Increasing depth of evidence expected
Levels are configurable and organisation-specific — these labels are not presented as universal standards unless validated.
Prioritise Demonstrated Skills
Application evidence outranks self-description.
A Missing Skill Is Not Always a Missing Person
Skill gap
Evidence exists that the skill is developing — route to verification or development.
→ Verify or develop
Skill absence
No evidence either way — absence of evidence is not evidence of absence, but it is not competence either.
→ Assess before deciding
Provide routes to verify or develop rather than prematurely excluding.
Transferable Skills
The underlying skill is evidence-based decision support — the domain is learnable.
Explain the connection rather than assuming equivalence.
The Skills-Based Job Description Builder
Generate a draft role model from outcomes and skills. Hiring teams edit, approve and lock selection criteria before any candidate review.
Criteria are locked before candidates are reviewed — not after.
The Skills Assessment Builder
For each critical skill, choose the evidence: work sample, technical task, portfolio review, assessment, structured question or verified experience.
Product strategy
Analytics
Leadership
The Skills Interview
“Walk me through a product decision where the data disagreed with the customers. What did you do?”
What evidence to listen for:
Questions are designed to elicit evidence of the skill in context — with guidance for the interviewer.
The Skills Evidence Matrix
Candidate × skill — evidence, proficiency indication, source, recency and confidence. Clicking a cell opens its evidence.
| Candidate | Product strategy | Analytics | Leadership | AI knowledge |
|---|---|---|---|---|
| Maya R. | ||||
| Vikram S. | ||||
| Priya S. | ||||
| Daniel K. |
Build a Skills-First Role
Illustrative demo — fictional role, synthetic data
Step 1 — Choose a role
Step 2 — define exactly 5 skills (0/5)
The Skills-Based Shortlist
Surface candidates whose evidence covers required, adjacent and developable skills.
Covers required
Evidence spans every must-have skill.
Covers adjacent
Transferable capability bridges the gap — connection explained.
Covers developable
One route to evidence: assessment or structured development.
Keep the logic inspectable — every shortlist reason is visible.
Skills Portability
A capability from one industry can transfer to another — when the connection is explained, not assumed.
Risk modelling (insurance) Fraud analytics (marketplace)
Clinical protocol rigour (healthcare) Regulated delivery (public sector)
High-volume ops (logistics) Platform operations (SaaS)
Skills Governance
Definitions
Every skill has an operational definition.
Versioning
Skills and definitions carry versions.
Ownership
Named owners steward the taxonomy.
Proficiency standards
Expectations are set and reviewed.
Evidence rules
What counts as evidence is defined.
Retirement
Obsolete skills are retired, not left to rot.
Skills-to-Outcome Validation
After hiring, compare required skills with actual performance and capability development — and refine the model.
SEE THE SYSTEM
The Skill Behind the Job.
90 seconds · reserved film slot
Hire for what people can do.
Connected, Never Duplicated
Skills Are the Honest Currency of Hiring.
Skills-Based Hiring replaces proxies with defined, job-relevant skills, evidence and assessments — connected directly to the work, and open to inspection.