Real-Time Data Pipeline Implementation for Influencer Campaign Optimization

Medium Priority
Data Engineering
Social Media
👁️25083 views
💬1503 quotes
$25k - $75k
Timeline: 12-16 weeks

Our company specializes in connecting brands with influencers, and we are seeking to enhance our data infrastructure to support real-time analytics for campaign optimization. This project involves designing and implementing a robust data pipeline using cutting-edge technologies to process and analyze social media engagement data in real-time. The goal is to enable brands to make informed decisions about influencer partnerships, improving campaign effectiveness and ROI.

📋Project Details

As a burgeoning SME in the Social Media & Influencer industry, we are keen on leveraging data to optimize influencer campaigns. Our current system lacks the capability to provide real-time insights, which impedes our ability to adapt and advise clients promptly. We aim to construct a real-time data pipeline to ingest, process, and analyze social media engagement metrics using technologies like Apache Kafka for event streaming, Spark for data processing, and Snowflake for data warehousing. Additionally, tools like Airflow will orchestrate workflows, while dbt will manage transformations. Databricks and BigQuery will be considered for advanced analytics and machine learning operations. The project will be executed over 12-16 weeks, focusing on data observability to ensure data quality and reliability. By providing clients with actionable insights, we anticipate enhanced campaign performance, increased client satisfaction, and a competitive edge in the market.

Requirements

  • Experience with real-time data streaming
  • Proficiency in data pipeline orchestration
  • Familiarity with data warehousing solutions
  • Knowledge of analytics and data transformation
  • Understanding of machine learning operations

🛠️Skills Required

Apache Kafka
Apache Spark
Airflow
Snowflake
dbt

📊Business Analysis

🎯Target Audience

Brands and marketing agencies looking to optimize influencer marketing campaigns through data-driven decisions.

⚠️Problem Statement

Brands often struggle to obtain timely insights into influencer campaign performance, leading to inefficient spending and suboptimal engagement.

💰Payment Readiness

Brands are increasingly investing in analytics solutions to gain a competitive advantage, optimize ad spend, and improve campaign ROI.

🚨Consequences

Failure to address this issue may result in lost revenue opportunities, decreased client satisfaction, and a competitive disadvantage in the influencer marketing space.

🔍Market Alternatives

Currently, brands rely on static reports and manual analysis, which are time-consuming and often outdated by the time they're actionable.

Unique Selling Proposition

Our solution will offer unparalleled real-time data insights and predictive analytics capabilities, enabling brands to dynamically optimize their influencer campaigns.

📈Customer Acquisition Strategy

We will target marketing agencies and brand managers through digital marketing channels, industry conferences, and partnerships with influencer platforms.

Project Stats

Posted:July 21, 2025
Budget:$25,000 - $75,000
Timeline:12-16 weeks
Priority:Medium Priority
👁️Views:25083
💬Quotes:1503

Interested in this project?