Real-Time Marketing Analytics Platform with Data Mesh Architecture

Medium Priority
Data Engineering
Advertising Marketing
👁️12870 views
💬733 quotes
$50k - $150k
Timeline: 16-24 weeks

Develop a robust data engineering solution to enable real-time analytics for our marketing campaigns using a data mesh architecture. This project aims to establish a scalable, efficient, and decentralized data infrastructure, leveraging modern technologies like Apache Kafka, Spark, and Snowflake.

📋Project Details

Our enterprise advertising and marketing firm is seeking a data engineering solution to revolutionize our real-time analytics capabilities. The objective is to design and implement a data mesh architecture that will decentralize our data management processes, enhance data accessibility, and facilitate real-time analytics across various marketing channels. Key components of this project include setting up event streaming with Apache Kafka, building scalable data pipelines using Spark, and integrating with Snowflake for efficient data storage. We aim to improve our campaign performance monitoring by implementing advanced data observability and MLOps practices, ensuring high data quality and faster insights generation. This project will support the dynamic nature of our marketing strategies, enabling us to respond promptly to market changes and customer behaviors. The successful implementation of this platform will provide a competitive edge in delivering personalized marketing experiences at scale.

Requirements

  • Implement data mesh architecture
  • Integrate event streaming
  • Develop real-time data pipelines

🛠️Skills Required

Apache Kafka
Apache Spark
Airflow
Snowflake
Data Engineering

📊Business Analysis

🎯Target Audience

Marketing analysts, campaign managers, data scientists, and advertising strategists within large enterprise environments.

⚠️Problem Statement

Current centralized data systems hinder our ability to perform real-time analysis of marketing campaigns, leading to delayed insights and reduced operational agility.

💰Payment Readiness

There's strong market demand for real-time analytics in marketing due to competitive pressures to personalize customer experiences and optimize campaign effectiveness quickly.

🚨Consequences

Failure to solve this issue may result in lost revenue opportunities, reduced customer engagement, and a competitive disadvantage in the fast-paced advertising industry.

🔍Market Alternatives

Current alternatives involve batch processing systems that are insufficient for real-time analytics, often leading to outdated insights and slower decision-making.

Unique Selling Proposition

By adopting a data mesh architecture, we offer a unique, scalable solution that decentralizes data ownership, enhancing agility and responsiveness in marketing strategies.

📈Customer Acquisition Strategy

Our go-to-market strategy involves showcasing successful real-time analytics case studies, leveraging industry partnerships, and targeted outreach to enterprise advertising firms seeking advanced analytics capabilities.

Project Stats

Posted:July 21, 2025
Budget:$50,000 - $150,000
Timeline:16-24 weeks
Priority:Medium Priority
👁️Views:12870
💬Quotes:733

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