Real-time Data Pipeline Development for Personalized Learning Experience

High Priority
Data Engineering
Education Edtech
👁️11920 views
💬705 quotes
$15k - $50k
Timeline: 8-12 weeks

Our scale-up EdTech company seeks an expert data engineer to develop a robust real-time data pipeline. This project aims to enhance our personalized learning experience by leveraging real-time analytics and data mesh architecture. We aim to utilize cutting-edge technologies such as Apache Kafka and Snowflake to ensure seamless data flow and analytics capabilities, ultimately supporting data-driven decisions in educational content delivery.

📋Project Details

In the fast-evolving Education & EdTech industry, our company aims to revolutionize personalized learning by developing a sophisticated, real-time data pipeline. This project will focus on integrating and processing data from multiple educational platforms, ensuring that insights are available in real-time to inform content delivery and enhance student engagement. Leveraging technologies like Apache Kafka for event streaming, Spark for data processing, and Snowflake for data warehousing, the successful freelancer will design a scalable data architecture. Additionally, the integration of dbt and Airflow will manage data transformations and orchestration, while Databricks and BigQuery will support advanced analytics and reporting. The project will address the challenge of fragmented data sources and enable real-time analytics critical for tailoring educational content to individual learning paths. This initiative not only aims to improve educational outcomes but also positions us as a leader in delivering adaptive learning solutions.

Requirements

  • Experience with real-time data processing
  • Proficiency in setting up data pipelines with Apache Kafka
  • Knowledge of data warehousing solutions like Snowflake
  • Ability to integrate and manage data workflows using Airflow
  • Strong understanding of data mesh architecture

🛠️Skills Required

Apache Kafka
Spark
Airflow
Snowflake
dbt

📊Business Analysis

🎯Target Audience

Our primary users are educational institutions and individual learners seeking personalized learning experiences through real-time analytics.

⚠️Problem Statement

Fragmented data across educational platforms limits our ability to deliver real-time, personalized learning experiences. Addressing this is critical to improve student engagement and educational outcomes.

💰Payment Readiness

The market is prepared to invest in solutions that provide competitive advantages through personalized learning experiences and improved student retention rates.

🚨Consequences

Failure to address these data challenges could result in lost revenue, decreased user engagement, and a significant competitive disadvantage in the evolving EdTech landscape.

🔍Market Alternatives

Current alternatives include batch processing pipelines, which lack the immediacy and adaptability required for real-time educational content personalization.

Unique Selling Proposition

Our solution provides a seamless, real-time data experience uniquely combining cutting-edge technologies like Apache Kafka and Snowflake, offering unmatched real-time insights for personalized education.

📈Customer Acquisition Strategy

Our go-to-market strategy includes partnerships with educational institutions, targeted online marketing campaigns, and showcasing our solution's effectiveness at industry conferences.

Project Stats

Posted:July 21, 2025
Budget:$15,000 - $50,000
Timeline:8-12 weeks
Priority:High Priority
👁️Views:11920
💬Quotes:705

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