Real-Time Influencer Performance Analytics Platform

Medium Priority
Data Engineering
Social Media
👁️12336 views
💬534 quotes
$25k - $75k
Timeline: 12-16 weeks

Our medium-sized social media consultancy firm is seeking to develop a cutting-edge real-time analytics platform to monitor and evaluate influencer marketing campaigns. This platform will leverage data mesh and event streaming technologies to provide instant insights and improve decision-making processes.

📋Project Details

As a growing consultancy in the Social Media & Influencer industry, our clients demand timely and accurate data to measure the performance of influencer campaigns. Current delays in analytics impact our ability to swiftly adapt strategies and optimize outcomes. We aim to develop a real-time analytics platform that integrates seamlessly with various data sources, using Apache Kafka for event streaming and Spark for data processing. The project will involve setting up a data mesh architecture to decentralize our data management, ensuring scalability and flexibility. Additionally, implementing MLOps will help automate and optimize our machine learning models to predict campaign success. The platform will employ Airflow for orchestrating data workflows, dbt for data transformation, and Snowflake or BigQuery for data warehousing. By the end of this project, we strive to deliver a solution that offers unparalleled data observability, allowing our clients to make informed decisions quickly and gain a competitive edge in the fast-paced influencer market.

Requirements

  • Proven experience in real-time data processing
  • Familiarity with data mesh architecture
  • Expertise in setting up and managing event streaming
  • Knowledge of machine learning operations (MLOps)
  • Proficiency in data transformation using dbt

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Social media agencies and brands looking to optimize their influencer marketing campaigns

⚠️Problem Statement

The lack of real-time data significantly hampers our ability to measure and enhance influencer marketing campaigns' effectiveness, leading to suboptimal resource allocation and missed opportunities.

💰Payment Readiness

Brands and agencies are increasingly willing to invest in real-time analytics solutions to gain a competitive advantage and ensure their marketing spend yields the highest possible return.

🚨Consequences

Without solving this problem, we risk falling behind competitors who can make data-informed decisions faster, resulting in lost revenue and diminished market presence.

🔍Market Alternatives

Current alternatives include manual data analysis and delayed reporting solutions that do not offer the immediacy and depth of insights necessary to react quickly to market changes.

Unique Selling Proposition

Our platform's unique selling proposition lies in its integration of real-time analytics with machine learning predictions, enabling unprecedented insight and agility for influencer marketing strategies.

📈Customer Acquisition Strategy

We plan to leverage digital marketing strategies, industry partnerships, and targeted outreach to influencers and brands, emphasizing our platform's ability to deliver actionable insights faster than traditional analytics solutions.

Project Stats

Posted:July 30, 2025
Budget:$25,000 - $75,000
Timeline:12-16 weeks
Priority:Medium Priority
👁️Views:12336
💬Quotes:534

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