Real-time Data Pipeline Enhancement for Creative Campaign Performance Analytics

High Priority
Data Engineering
Design Creative
👁️19746 views
💬940 quotes
$15k - $50k
Timeline: 6-10 weeks

Our design agency is seeking a data engineering expert to revamp our existing data pipeline to enable real-time analytics on creative campaign performance across multiple channels. The goal is to facilitate immediate insights into campaign effectiveness, allowing for rapid adjustments to improve client outcomes. This project will leverage modern data engineering technologies such as Apache Kafka, Spark, and Airflow to create a robust and scalable infrastructure.

📋Project Details

As a rapidly growing design agency, we manage multiple creative campaigns across digital and traditional media channels. To maintain our competitive edge, we need to present clients with real-time insights into their campaign performance. Our existing batch processing system is unable to deliver the immediacy required for strategic decision-making. This project aims to develop a real-time data pipeline leveraging Apache Kafka for event streaming, Spark for processing, and Airflow for orchestration. Additionally, dbt and Snowflake (or BigQuery) will be utilized for data transformation and storage. The enhanced pipeline will enable real-time dashboards and reports, empowering our clients to make informed marketing decisions swiftly. We seek a freelancer with a strong background in data engineering to lead this transformation, ensuring the system is scalable, reliable, and efficient.

Requirements

  • Proven experience in building real-time data architectures
  • Proficiency with Apache Kafka and Spark
  • Experience with cloud-based data warehouses like Snowflake or BigQuery
  • Solid understanding of data orchestration tools like Airflow
  • Ability to design scalable and fault-tolerant systems

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Digital marketing teams and creative directors at medium to large enterprises requiring real-time insights on campaign effectiveness.

⚠️Problem Statement

Our current batch data processing is too slow to provide the immediate insights our clients need for their dynamic marketing campaigns, leading to missed opportunities and inefficient resource allocation.

💰Payment Readiness

Marketing teams face intense pressure to demonstrate ROI quickly; real-time analytics provide a significant competitive advantage, making them willing to invest in sophisticated data solutions.

🚨Consequences

Without real-time analytics, we risk losing clients who demand agility and immediate insights, which could lead to reduced client retention and lost revenue.

🔍Market Alternatives

Existing options include manual data collection and delayed batch processing, which are inefficient and fail to meet the real-time demands of modern marketing teams.

Unique Selling Proposition

Our enhanced data pipeline will offer unparalleled speed and accuracy in campaign analytics, setting us apart in the creative services industry by empowering clients with the agility they need to optimize their marketing strategies in real time.

📈Customer Acquisition Strategy

We plan to leverage our existing client base and expand through targeted marketing campaigns highlighting our advanced analytics capabilities, as well as through strategic partnerships with digital marketing firms.

Project Stats

Posted:July 21, 2025
Budget:$15,000 - $50,000
Timeline:6-10 weeks
Priority:High Priority
👁️Views:19746
💬Quotes:940

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