Driving continuous innovation and niche solutions in the Education, Corporate & Government sectors
Data Science
Location
United Arab Emirates
Posted
22 days ago
Salary
0
Seniority
Senior
Job Description
Data Science
GamaLearn
• Develop and implement data science models to enhance learning, assessment, and training platforms. • Conduct data analysis, statistical analysis, and predictive modeling to identify trends and patterns in educational data. • Develop machine learning models including logistic regression, random forest, and clustering algorithms tailored for educational purposes. • Use psychometric methods like Item Response Theory and Rasch Models to improve assessment data quality. • Create data visualizations and dashboards using Power BI and Tableau for educational stakeholders. • Work with cross-functional teams, including educators and researchers, to understand requirements and deliver insights. • Optimize ETL processes for data integration and preprocessing specific to educational datasets. • Support the development of adaptive learning systems and personalized learning experiences through data-driven approaches. • Implement and utilize Graph API and OData endpoints to integrate and analyze data from various sources. • Work with large language models (LLMs) and retrieval-augmented generation (RAG) techniques to enhance educational tools and provide personalized learning experiences. • Leverage vector databases to store and retrieve high-dimensional data efficiently.
Job Requirements
- Bachelor's degree in Business Administration (Big Data Analytics), Economics, Statistics, or a related field.
- 3-5 years of experience in data science, with a strong focus on predictive analytics and machine learning.
- Proficiency in Python, SQL, SAS, and advanced Excel.
- Experience with BI tools like Power BI and Tableau.
- Strong understanding of psychometric models and advanced statistical methods.
- Proven experience in implementing Graph API and working with OData endpoints.
- Experience with large language models (LLMs), retrieval-augmented generation (RAG), and vector databases.
- Excellent problem-solving skills and ability to communicate complex technical concepts to non-technical stakeholders.
- Proven track record of improving educational outcomes through data-driven strategies.
- Strong background in statistical analysis, including exploratory data analysis and inferential statistics.
Benefits
- Professional development opportunities
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