Catalog & sources
Defined pathways with reviewable sources and visible limits for each mapping.
Scope of this release
9 career pathways · 10 training and practice pathways
An initial computing and IT scope. International references describe occupational context, not Saudi demand or taxonomy equivalence. Training proposals are Kamin learning activities, not bookable courses.
kamin-targets-v2-20260930
How we expand coverage
Each addition needs a source, scope and review date, followed by a specialist review of requirements and positive and negative examples. A proposed governance target is quarterly link review; course-to-capability mappings need separate approval.
Proposed validation schedule
Governance of every relation
Every relation in the catalog carries a source, a version, a review date, a review owner and a validity scope. A relation missing any of the five is not published, and no verified skill ever results from text similarity alone. The CPIT course map is not generalised to other programmes.
- ESCO · Terminology and relations source (Arabic included); not evidence of Saudi demand
- O*NET · Occupational context only; neither Saudi requirements nor market demand
- SSCO · Code-and-meaning alignment; unresolved until a reviewed valid match exists
Course-to-capability mappings
- CPIT-251 → Requirements analysis · Version: course-skill-map-pilot-v1 · Reviewed: 2026-09-26 · Review owner: KAU-FCIT IT department (approval pending) · Validity scope: KAU-FCIT IT programme course codes only
- CPIT-252 → Software engineering · Version: course-skill-map-pilot-v1 · Reviewed: 2026-09-26 · Review owner: KAU-FCIT IT department (approval pending) · Validity scope: KAU-FCIT IT programme course codes only
- CPIT-260 → Databases · Version: course-skill-map-pilot-v1 · Reviewed: 2026-09-26 · Review owner: KAU-FCIT IT department (approval pending) · Validity scope: KAU-FCIT IT programme course codes only
- CPIT-305 → Project management · Version: course-skill-map-pilot-v1 · Reviewed: 2026-09-26 · Review owner: KAU-FCIT IT department (approval pending) · Validity scope: KAU-FCIT IT programme course codes only
- STAT-201 → Quantitative analysis · Version: course-skill-map-pilot-v1 · Reviewed: 2026-09-26 · Review owner: KAU-FCIT IT department (approval pending) · Validity scope: KAU-FCIT IT programme course codes only
- CPIT-499 → Requirements analysis · Project management · Version: course-skill-map-pilot-v1 · Reviewed: 2026-09-26 · Review owner: KAU-FCIT IT department (approval pending) · Validity scope: KAU-FCIT IT programme course codes only
Local opportunities
No local opportunity data is loaded in this release. Every future entry must carry a region, last-verified date, expiry and a permitted source; demand is never inferred from a small set.
kamin-local-opportunities-v1 · loaded: 0
Career pathways
Business Analyst
Translate business needs into actionable requirements and solutions.
Capabilities for exploration: Requirements analysis
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Data Analyst
Turn data into analysis that supports decisions.
Capabilities for exploration: Databases · Quantitative analysis
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.IT Project Coordinator
Coordinate project scope, tasks, stakeholders, and execution.
Capabilities for exploration: Project management
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Junior Software Engineer
Design, implement, and test software components within a development team.
Capabilities for exploration: Software engineering
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Junior Cybersecurity Analyst
Monitor risk, apply baseline controls, and analyze security alerts.
Capabilities for exploration: Cybersecurity fundamentals
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Software QA Analyst
Test application behavior and document test cases and defects.
Capabilities for exploration: Software engineering · Software test design and execution
O*NET · 15-1253.00 · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Database Administrator
Exercise backup recovery and review access in a training database.
Capabilities for exploration: Databases · Database operations and recovery
O*NET · 15-1242.00 · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Web Developer
Build a usable mobile interface and test its core functions.
Capabilities for exploration: Software engineering · Web interface development
O*NET · 15-1254.00 · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Computer Systems Analyst
Document a workflow and stakeholder needs, then compare two solution options.
Capabilities for exploration: Requirements analysis · Systems and workflow analysis
O*NET · 15-1211.00 · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Training and practice
AI-at-Work Practice Lab
Produce applied evidence of using AI to complete a measurable work task.
Capabilities for exploration: AI use at work
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Data Analytics Portfolio Project
Build a documented analytics project linking a business question to data and a presentable result.
Capabilities for exploration: Quantitative analysis
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.SQL for Analytics Lab
Build repeatable queries and turn them into an evidence-bearing analysis.
Capabilities for exploration: Databases · SQL
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Python Analytics Lab
Produce a reproducible Python analysis and attach it as evidence.
Capabilities for exploration: Python
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.BI Dashboard Lab
Turn a business question into an explainable dashboard that can serve as evidence.
Capabilities for exploration: Data visualization · Power BI
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Product Discovery & Requirements Lab
Turn a user problem into hypotheses, requirements, and an initial decision model.
Capabilities for exploration: Requirements analysis
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Practice project: Software QA Analyst
Test application behavior and document test cases and defects.
Capabilities for exploration: Software test design and execution
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Practice project: Database Administrator
Exercise backup recovery and review access in a training database.
Capabilities for exploration: Database operations and recovery
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Practice project: Web Developer
Build a usable mobile interface and test its core functions.
Capabilities for exploration: Web interface development
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.Practice project: Computer Systems Analyst
Document a workflow and stakeholder needs, then compare two solution options.
Capabilities for exploration: Systems and workflow analysis
Kamin pilot catalog · Reference checked: 2026-09-30
Version: kamin-targets-v2-20260930 · Reviewed: 2026-09-30 · Review owner: Specialist reviewer not yet assigned · Validity scope: KAU-FCIT computing pilot only; not generalised to other programmes · SSCO: unresolved
Kamin pilot mapping; not institutional verification or a complete occupational requirement set.