Psychometric models item response theory rasch models
GamaLearn is seeking a remote Data Scientist to develop and implement data science models focused on enhancing educational platforms. The ideal candidate will have expertise in predictive analytics, machine learning, and psychometric methods, and will work collaboratively with educators to utilize data-driven insights for improving educational outcomes
Job Summary
This remote position focuses on developing data science models to enhance learning, assessment, and training platforms.
The role requires implementing machine learning models including logistic regression, random forest, and clustering algorithms tailored for educational purposes.
Candidates will leverage large language models and retrieval-augmented generation techniques to provide personalized learning experiences.
Matching Summary
Match Score: 85
GamaLearn is seeking a remote Data Scientist to develop and implement data science models focused on enhancing educational platforms. The ideal candidate will have expertise in predictive analytics, machine learning, and psychometric methods, and will work collaboratively with educators to utilize data-driven insights for improving educational outcomes.
Skills & Requirements
Must-have
Python SQL SAS advanced Excel proficiency
Power BI Tableau dashboard creation
Psychometric models Item Response Theory Rasch Models
Graph API OData endpoints implementation
Large language models LLM RAG techniques
Vector database storage and retrieval
Nice-to-have
NLP techniques sentiment analysis knowledge
Educational data analysis experience
Resource allocation optimization background
Collaborative team environment management
Multiple project simultaneous management
Key Requirements
Bachelor's degree in Business Administration Economics Statistics or related field
3-5 years of experience in data science with predictive analytics focus
Strong understanding of psychometric models and advanced statistical methods