Building a Real-time Analytics Platform for Subscription Insights

High Priority
Data Engineering
Subscription Economy
👁️22124 views
💬1196 quotes
$15k - $50k
Timeline: 8-12 weeks

Our scale-up in the Subscription Economy is seeking a skilled data engineering freelancer to develop a real-time analytics platform. This solution aims to transform raw subscription data into actionable insights, improving customer retention and maximizing revenue. With a focus on integrating modern technologies like Apache Kafka and Snowflake, the project will enable decision-makers to access up-to-the-minute data visualizations across various subscription metrics.

📋Project Details

As a growing company in the Subscription Economy, we face the challenge of efficiently processing and analyzing vast amounts of subscription data in real-time. Our current setup struggles to provide timely insights, leading to delayed decision-making and missed opportunities. The project involves creating a robust data pipeline utilizing Apache Kafka for event streaming and Snowflake for data warehousing. By leveraging Spark for processing and Airflow for orchestration, the aim is to ensure seamless data flow. The integration of dbt will help in data transformation, while real-time analytics will be powered by Databricks, ensuring high performance and scalability. The deliverable is a user-friendly dashboard that provides real-time insights into subscription trends, customer behavior, and churn risk, enabling our team to make informed decisions swiftly. The project should also incorporate data observability principles to ensure data quality and reliability.

Requirements

  • Experience in building data pipelines
  • Proficiency in real-time analytics
  • Understanding of the Subscription Economy
  • Familiarity with data mesh concepts
  • Ability to implement data observability

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Our target audience includes decision-makers within subscription-based businesses looking to optimize customer engagement and retention through timely insights.

⚠️Problem Statement

Our existing data infrastructure cannot deliver real-time insights, resulting in delayed responses to market changes and customer needs.

💰Payment Readiness

With increasing competition, companies are eager to invest in solutions that provide a competitive edge through better customer insights and faster decision-making.

🚨Consequences

Failure to solve this problem could lead to stagnant growth, increased churn rates, and a significant competitive disadvantage.

🔍Market Alternatives

Current systems rely on batch processing, leading to outdated insights. Competitors are increasingly adopting real-time solutions, leaving companies relying on legacy systems behind.

Unique Selling Proposition

The proposed solution offers seamless integration of cutting-edge technologies, ensuring real-time data processing and insights, unmatched by current alternatives in terms of speed and accuracy.

📈Customer Acquisition Strategy

Our go-to-market strategy involves targeting mid-sized subscription businesses through direct sales and partnerships, emphasizing the ROI and competitive advantage of real-time analytics.

Project Stats

Posted:July 21, 2025
Budget:$15,000 - $50,000
Timeline:8-12 weeks
Priority:High Priority
👁️Views:22124
💬Quotes:1196

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