Real-time Data Integration for Enhanced Student Analytics in Higher Education

High Priority
Data Engineering
Higher Education
👁️21565 views
💬1088 quotes
$15k - $50k
Timeline: 8-12 weeks

Our scale-up company in the Higher Education sector seeks a skilled Data Engineer to develop a robust real-time data integration solution. This project aims to enhance student analytics by seamlessly integrating multiple data sources to provide real-time insights into student performance, engagement, and retention.

📋Project Details

As a forward-thinking scale-up in the Higher Education industry, we aim to revolutionize student analytics by implementing a real-time data integration system. This project involves designing and developing a data pipeline that connects various data sources, such as student management systems, learning management systems, and online engagement tools, using technologies like Apache Kafka and Spark. The goal is to create a centralized data lake in Snowflake or BigQuery, enabling stakeholders to access real-time insights. The project also involves incorporating MLOps for managing machine learning models that predict student outcomes and implementing data observability to ensure data quality and reliability. The successful execution of this project will empower academic and administrative staff with timely insights, supporting better decision-making to enhance student success and institutional performance.

Requirements

  • Experience with real-time data streaming
  • Expertise in data pipeline development
  • Familiarity with data lake architectures
  • Understanding of MLOps practices
  • Proficiency in data quality monitoring

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

University administrators, IT departments, and academic staff seeking to leverage data for improved student services and outcomes.

⚠️Problem Statement

Higher Education institutions struggle with fragmented data silos, hindering their ability to gain timely insights into student performance and engagement. This limits their capacity to implement proactive measures that could improve student retention and success.

💰Payment Readiness

Higher Education institutions are increasingly pressured by regulatory bodies and competitive forces to improve student outcomes, making them willing to invest in data solutions that provide a competitive edge and meet accountability standards.

🚨Consequences

Failure to address this issue may result in missed opportunities for improving student retention, increased operational inefficiencies, and a potential decline in institutional reputation due to poor student outcomes.

🔍Market Alternatives

Many institutions currently rely on batch processing data analytics, which often results in outdated insights. Some utilize third-party analytics platforms, but these may not offer the customization needed to address specific institutional goals.

Unique Selling Proposition

Our solution focuses on integrating cutting-edge technologies like data mesh and event streaming, offering a tailored platform that aligns with institutional goals and provides real-time insights that are immediately actionable.

📈Customer Acquisition Strategy

Our go-to-market strategy involves partnerships with educational technology providers, presentations at academic conferences, and direct outreach to university IT departments and decision-makers through webinars and targeted marketing campaigns.

Project Stats

Posted:July 21, 2025
Budget:$15,000 - $50,000
Timeline:8-12 weeks
Priority:High Priority
👁️Views:21565
💬Quotes:1088

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