AI-Driven Marketing Campaign and Channel Attribution Analysis
- Posted 2 weeks ago
- Remote
Job description
We are seeking an experienced freelancer to develop a sophisticated AI-powered marketing campaign and channel attribution solution. The primary goal is to accurately determine the impact of each marketing touchpoint on conversions and revenue, enabling data-driven budget allocation and campaign optimization.This project involves building a system that can process multi-channel marketing data, applying advanced attribution models including first-touch, last-touch, linear, time decay, position-based, and data-driven machine learning approaches. The solution will provide actionable insights on which channels and campaigns contribute most effectively to customer acquisition and sales.
Key project activities include:
Ideal candidates will have deep expertise in marketing analytics, machine learning, and multi-touch attribution methodologies, with proven results from similar projects.
Key project activities include:
- Gathering and integrating marketing data from multiple platforms (social, search, email, paid ads)
- Implementing diverse attribution models tailored to different campaign goals
- Visualizing attribution results in intuitive dashboards for marketing teams
- Enabling scenario analysis to test budget shifts across channels and forecast ROI
- Providing recommendations for optimizing marketing spend and channel mix
- Ensuring data quality, real-time reporting, and scalable architecture
- Training stakeholders on interpreting attribution insights and applying learnings
Ideal candidates will have deep expertise in marketing analytics, machine learning, and multi-touch attribution methodologies, with proven results from similar projects.