Building a Real-Time Learning Analytics Platform for Enhanced Student Engagement

Medium Priority
Data Engineering
Education Edtech
👁️21413 views
💬1527 quotes
$50k - $150k
Timeline: 16-24 weeks

Our enterprise company in the Education & EdTech industry is seeking expert data engineering services to develop a real-time analytics platform. This platform will utilize cutting-edge technologies to collect, process, and analyze educational data, providing actionable insights to educators and administrators. The project aims to enhance student engagement and learning outcomes by leveraging data-driven strategies.

📋Project Details

As a leader in the Education & EdTech sector, our enterprise company recognizes the critical need for data-driven insights to foster student success. We are embarking on a project to build a robust real-time learning analytics platform that will seamlessly integrate with our existing educational systems. By employing technologies such as Apache Kafka for event streaming, Spark for real-time data processing, and Snowflake for data warehousing, the platform will provide educators with timely insights into student performance and engagement. Additional tools like Airflow and dbt will enable efficient data pipeline management and transformation, while Databricks and BigQuery will support advanced analytics capabilities. The platform will also incorporate data mesh principles to ensure decentralized data ownership and scalability. Our goal is to empower educators with the ability to make informed decisions and tailor learning experiences to individual student needs, ultimately enhancing educational outcomes across our institution.

Requirements

  • Develop a scalable data pipeline for real-time analytics
  • Integrate with existing educational platforms and databases
  • Implement data observability and monitoring
  • Deliver actionable insights through user-friendly dashboards
  • Ensure data privacy and compliance with educational standards

🛠️Skills Required

Apache Kafka
Apache Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Educators, administrators, and data analysts within educational institutions who require real-time insights into student engagement and performance.

⚠️Problem Statement

Educational institutions lack the real-time data analytics tools necessary to effectively monitor and enhance student engagement and learning outcomes, resulting in missed opportunities for timely interventions.

💰Payment Readiness

Educational institutions are increasingly investing in data analytics solutions to gain a competitive advantage and improve student outcomes, driven by the demand for personalized learning experiences and regulatory compliance requirements.

🚨Consequences

Failure to implement real-time analytics could lead to decreased student engagement, poor learning outcomes, and a competitive disadvantage in the rapidly evolving education sector.

🔍Market Alternatives

Current alternatives include static reporting tools and batch processing analytics, which are insufficient for real-time decision-making and lack the capabilities for personalized learning interventions.

Unique Selling Proposition

Our platform's unique selling proposition lies in its ability to deliver real-time, actionable insights tailored to the needs of educators, supported by advanced data engineering technologies and principles such as data mesh and MLOps.

📈Customer Acquisition Strategy

We plan to leverage partnerships with educational technology vendors and conduct targeted marketing campaigns at educational conferences and through digital channels to drive adoption and demonstrate the value of our analytics platform.

Project Stats

Posted:July 21, 2025
Budget:$50,000 - $150,000
Timeline:16-24 weeks
Priority:Medium Priority
👁️Views:21413
💬Quotes:1527

Interested in this project?