Real-Time Influencer Engagement Data Pipeline

High Priority
Data Engineering
Social Media
👁️19123 views
💬883 quotes
$10k - $20k
Timeline: 4-6 weeks

We're a rapidly growing startup in the Social Media & Influencer industry aiming to enhance influencer engagement metrics in real-time. We need an advanced data engineering solution to build a real-time data pipeline for capturing, processing, and analyzing influencer engagement metrics across various social media platforms.

📋Project Details

In the competitive landscape of social media and influencer marketing, understanding real-time engagement metrics is critical for making data-driven decisions. Our startup seeks a data engineering expert to develop a real-time data pipeline that integrates seamlessly with our existing data infrastructure. The primary objective is to capture, process, and analyze influencer engagement metrics in real-time, enabling us to pivot strategies swiftly and optimize influencer campaigns effectively. The project will leverage cutting-edge technologies such as Apache Kafka for event streaming and real-time data processing, Spark for large-scale data processing, and Airflow for orchestrating complex workflows. We also plan to utilize dbt and Snowflake for data transformation and storage. By implementing this solution, we aim to provide our clients with immediate insights into influencer performance, enhancing decision-making processes and boosting ROI.

Requirements

  • Experience with real-time data streaming
  • Proficiency in data pipeline development
  • Strong understanding of social media metrics
  • Experience with MLOps and data observability
  • Ability to work with distributed data systems

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Influencer marketing agencies, brands leveraging influencer marketing, social media analysts, and digital marketers

⚠️Problem Statement

Current influencer engagement metrics are often delayed, leading to delayed decisions and inefficient campaign management. In an industry where timing is crucial, this lag can cause missed opportunities and ineffective resource allocation.

💰Payment Readiness

The market is ready to invest in solutions that provide a competitive edge by offering real-time insights. Brands and agencies need to adapt quickly to consumer trends and demands to maximize engagement and ROI.

🚨Consequences

Failure to solve this issue will result in continued lag in campaign adjustments, potentially leading to lower engagement rates, decreased influencer effectiveness, and ultimately, lost revenue opportunities.

🔍Market Alternatives

Current alternatives include manual data tracking and delayed reporting tools that do not provide the immediacy or depth of real-time analytics, putting companies at a competitive disadvantage.

Unique Selling Proposition

Our solution offers an integrated, real-time analytics pipeline specifically tailored for the Social Media & Influencer industry, ensuring brands and agencies can optimize influencer performance instantly.

📈Customer Acquisition Strategy

We plan to reach our target audience through targeted digital marketing campaigns, collaborations with industry experts, and showcasing success stories and case studies at key influencer marketing conferences and webinars.

Project Stats

Posted:July 21, 2025
Budget:$10,000 - $20,000
Timeline:4-6 weeks
Priority:High Priority
👁️Views:19123
💬Quotes:883

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