AI Content Disclosure

1. Our Commitment to Transparency

As AI tools become more prevalent in content creation and digital publishing, SkillzDunya believes job seekers deserve to know exactly how technology is used in producing the information they rely on. We provide this disclosure proactively — not because we are required to — because transparency is a core value of our editorial operation.

2. Where We Use AI

SkillzDunya uses AI assistance in the following areas:

• Guide and informational content

  Some of our guide pages (such as salary guides, how-to-apply guides, test preparation resources) are initially drafted with AI assistance and then reviewed, verified, and edited by our human editorial team. No guide content is published without human review.

• Meta descriptions and page summaries

  AI tools assist in generating initial drafts of meta descriptions and category page summaries. These are reviewed and approved by our editorial team before publication.

• Data extraction assistance

  AI tools assist in extracting structured data (positions, qualifications, deadlines) from source documents. All extracted data is cross-checked by a human team member against the original source before publication.

• Search and categorization

  AI assists in categorizing job listings by sector, location, qualification, and organization type to help users find relevant opportunities.

3. Where We Do Not Use AI

The following elements of SkillzDunya's operation are not AI-generated and rely entirely on human editorial judgment:

• Source verification — Decisions about which sources are authoritative and trustworthy are made by our editorial team.
• Fraud detection — Identifying suspicious or fraudulent job advertisements requires human judgment and knowledge of Pakistan's job market.
• Publication decisions — The final decision to publish or reject any listing is made by a human team member.
• Corrections and retractions — All corrections and updates to published content are reviewed and approved by human editors.

4. Human Oversight Is Non-Negotiable

At SkillzDunya, AI is a tool — not a decision-maker. Every piece of content that appears on SkillzDunya has been reviewed by a human team member. We do not publish AI-generated content without human review, and we do not allow AI to make final editorial decisions. Our editorial team retains full authority over all content published on this site.

5. Disclaimer of Liability

SkillzDunya is a job aggregation and display portal. We collect and present job information from third-party sources — including official government portals, newspapers, and employer websites. We do not originate job advertisements and we are not responsible for the accuracy, completeness, or authenticity of information published by those original sources.

Our role is to accurately represent what the source published. If the original advertisement contains an error, that error originates with the recruiting organization or newspaper — not with SkillzDunya. We always recommend verifying any job information directly with the official source before taking action.

Where AI tools assist in extracting or summarizing content, we strive to represent source material accurately. If you find a discrepancy between what SkillzDunya shows and what the original source says, please report it and we will correct our representation promptly.

6. AI Tools We Use

We use AI language models and automation tools to assist our editorial and technical operations. These tools are updated periodically. We do not disclose specific tool names or vendors as these may change, and tool identity is less relevant than the human oversight processes that govern their use.

7. Updates to This Policy

As AI technology evolves and our use of it changes, we will update this disclosure to reflect current practices. The "Last updated" date at the top of this page indicates when the most recent update was made.

8. Questions

If you have questions about how AI is used in any specific piece of content on SkillzDunya, please contact us. We will respond within 48 hours.