What to Learn
This project aims to learn certain things. The first learning perspective is can we minimize the skills gap between university course content and the job market, by developing an analytical engine for leveraging the big data available on the web about jobs and the data of university curricula. By developing a sophisticated web environment (i.e., dashboard), we want to promote the social impact of learning through the identification and development of required skills, competencies, and talents, for the digital transformation of the KSA into the leader in technology-driven innovation, both regionally and globally. We intend to investigate the significance of developing courses schemas.
Available Oppertunities
By providing this AI-enabled analytical platform, we impart a special guide to students via course and career planning that how can they land their dream jobs by updating their technology stack. It applies text analytics using machine learning and deep learning methods, data visualization, and ontological reasoning to identify real-time gaps between the skills currently acquired by students and the skills required for particular job positions. Students after providing their profiles and resumes can see their current employability index along with recommended courses and certifications through the user- centered dashboard which will help them to improve their employability index.
Our Big Job Data Sources
Data from Job Website
- Access to Back-end Data
- Job Data via APIs
Data from Social Media
- Leveraging Web 3.0
- Semantic Web / Ontology
Data from General Websites
- Heterogenous Data
- Data Integration Needs
Data from Universities
- Academia Industrial Linkages
- Industrial Relevant Courses
Data from Blogs
- Market Job Analysis
- Certifications Required
Data from News Website
- Data & AI Startups Information
- Initiatives under 2030 Vision
Opportunities and challenges
Availability of Big Job Data
- No national level data source available pertaining to the Data and AI experts in KSA
Scattered Job Websites
- A number of scattered websites compile jobs available in KSA, thus, fail to provide a comprehensive national-level view of the available job market in Data & AI sector
No Infomration Standarlization
- No standarlization on how the job information be presented to be used for any advance NLP and AI supported analysis to meet KSA’s 2030 vision
Disconnected Textual Data
- Data availability is in unstructured textual format, not in ready to use format.
Product Features
Job Analytica leverages the power of AI, Deep Learning, & Big Data Technologies to analyze the available big job data posted in the Saudi cyberspace in order to predict Saudi future market needs for the sustainable skills management
Market Job Analyzer
- Top Certifications
- Top Programming Languages
- Top Programming Frameworks
- Jobs Available
- Top Tech Jobs
- Tech Jobs in Saudia Arabia
- Top IT Jobs (Location wise)
- Work force Experience
- Top Technical skills
- Academic qualifications
- Salaries of tech jobs
Personalized Recommender
- Personal details analysis
- Resume Score
- Programming language score
- Frameworks proficiency score
- Certifications score
- Score on the basis of soft skills
- Technical Skills
- AI Recommendation
- Recommender Engine
- Plan my career
- Employability Predictor