Real-Time Data Pipeline for Enhanced Campaign Targeting

Medium Priority
Data Engineering
Marketing Advertising Services
👁️30602 views
💬1635 quotes
$25k - $75k
Timeline: 12-16 weeks

Our marketing agency is seeking to implement a robust data engineering solution that enables real-time analytics and improved campaign targeting. By leveraging cutting-edge technologies, we aim to enhance our data processing capabilities, providing deeper insights into customer behavior and optimizing advertising spend.

📋Project Details

As a growing marketing agency, we are facing challenges in efficiently processing and analyzing the vast amount of data generated from multiple campaigns across varied platforms. Our current system lacks the agility to support real-time decision-making, leading to suboptimal targeting and potential revenue loss. This project involves developing a data engineering pipeline utilizing technologies such as Apache Kafka for event streaming and Apache Spark for real-time analytics. The solution should integrate smoothly with tools like Airflow for workflow management and dbt for data transformation, all hosted on a scalable platform like Snowflake or BigQuery. The goal is to create a centralized data mesh that provides real-time insights, improves data observability, and supports MLOps to refine our marketing strategies continuously. By doing so, we will not only enhance our campaign effectiveness but also achieve a competitive edge in a data-driven market.

Requirements

  • Experience with real-time data processing
  • Proficiency in integrating data engineering tools
  • Ability to develop scalable data pipelines
  • Knowledge of data mesh and event streaming
  • Familiarity with cloud-based data warehousing solutions

🛠️Skills Required

Apache Kafka
Apache Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Marketing directors and campaign managers who require timely insights to optimize advertising strategies and maximize ROI.

⚠️Problem Statement

Our current data processing system is unable to handle real-time analytics, causing delays in decision making and inefficiencies in campaign targeting.

💰Payment Readiness

With increasing demand for targeted advertising and real-time insights, companies are willing to invest in solutions that provide a competitive advantage and optimize their marketing spend.

🚨Consequences

Failure to solve this problem will result in continued inefficiencies, lost revenue opportunities, and a competitive disadvantage in the rapidly evolving marketing industry.

🔍Market Alternatives

Currently, many agencies rely on batch processing systems and third-party data analytics services, which lack customization and real-time capabilities.

Unique Selling Proposition

Our solution offers a tailored, integrated data pipeline that provides real-time insights and supports continuous optimization, unlike one-size-fits-all third-party analytics services.

📈Customer Acquisition Strategy

We will focus on industry events, digital marketing, and direct outreach to marketing managers and directors who are experiencing data processing challenges.

Project Stats

Posted:July 21, 2025
Budget:$25,000 - $75,000
Timeline:12-16 weeks
Priority:Medium Priority
👁️Views:30602
💬Quotes:1635

Interested in this project?