Enterprise Data Mesh Framework for Enhanced Influencer Insights

Medium Priority
Data Engineering
Social Media
👁️13278 views
💬871 quotes
$50k - $150k
Timeline: 16-24 weeks

Develop a data mesh framework for a leading social media company to optimize influencer marketing analytics. This project will implement real-time data streaming and advanced analytics capabilities to provide granular insights into influencer performance and campaign effectiveness.

📋Project Details

As a leading enterprise in the Social Media & Influencer industry, we are seeking to advance our data infrastructure to support our growing influencer analytics needs. The goal of this project is to design and implement a data mesh framework that facilitates seamless data sharing and processing across our organization. This will involve leveraging real-time analytics to enable dynamic insights into influencer performance, audience engagement, and campaign ROI. By utilizing cutting-edge technologies such as Apache Kafka for event streaming, Spark for big data processing, and Airflow for orchestration, we aim to build a robust data pipeline that supports over 100 million daily active users. Additionally, integrating tools like dbt and Snowflake for data transformation and warehousing will ensure high data observability and governance. The successful completion of this project will empower our teams with instant access to actionable insights, thereby enhancing decision-making and strategy formulation in influencer marketing.

Requirements

  • Proven experience with data engineering projects
  • Familiarity with real-time analytics and event streaming
  • Proficiency in data transformation and orchestration tools

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Our target users include social media managers, influencer marketing teams, and data analysts who require real-time insights into influencer effectiveness and audience engagement metrics.

⚠️Problem Statement

Current systems lack the scalability and real-time analysis capacity needed to deliver instantaneous insights into influencer marketing campaigns, hindering optimal strategy adjustments.

💰Payment Readiness

With the fierce competition in the social media space, companies are ready to invest in advanced data solutions to maintain competitive advantage, enhance ROI, and meet increasing demands for personalized content delivery.

🚨Consequences

Failure to address the current data processing limitations could lead to delayed insights, resulting in lost revenue opportunities, decreased campaign effectiveness, and erosion of market share.

🔍Market Alternatives

Current alternatives include traditional data warehouses and batch processing systems, which are insufficient for managing real-time data flows and providing the agility required for quick strategic shifts.

Unique Selling Proposition

Our project uniquely combines data mesh principles with state-of-the-art technologies, enabling unprecedented scalability and flexibility in real-time influencer insights compared to traditional data processing methods.

📈Customer Acquisition Strategy

Our go-to-market strategy will involve showcasing detailed case studies and ROI projections to potential clients, leveraging partnerships with influencer marketing platforms, and engaging through industry conferences and webinars.

Project Stats

Posted:July 21, 2025
Budget:$50,000 - $150,000
Timeline:16-24 weeks
Priority:Medium Priority
👁️Views:13278
💬Quotes:871

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