Churn Analysis for Daily Sales Data
Budget: $750 – $1,500 USD
I’m looking for a professional to execute Churn Analysis for Daily Sales Data for our business. You can find the project details and data set examples below.
Can you please share the expected timeline and budget if you are interested in the project? Please send us the examples of your previous projects and expectations if possible. Successful completion of this project may lead to collaboration on future projects ?
Description:
At Filotim Yönetim A.Ş. we are one of the leading B2B fuel card distributors of Shell in Turkey. We are seeking an experienced professional with expertise in data integration and machine learning to analyze and reduce customer churn for our business.
The project involves integrating customer and daily sales data to identify current and potential customers at risk of churn. The ideal candidate will have experience in data integration and analysis, machine learning, and data visualization.
Responsibilities and Duties:
Ensure the integration of existing data sources
Implement appropriate processes for cleaning, preparing, and analyzing data
Develop and apply a machine learning model for churn prediction
Visualize analysis results in a clear and effective manner
Provide strategic recommendations for reducing churn
Requirements:
Experience in data integration and analysis
Experience in developing and applying machine learning models
Proficiency in data visualization tools (e.g. Tableau, Power BI, Google Data Studio)
Strong communication and problem-solving skills
Collaborative and results-driven
Data Sets:
Explanations for Files:
https://docs.google.com/spreadsheets/d/1CEOTqM2S76UCCx5dTo3t7VkxK4SPwjGbnq3koUtgHh4/edit?usp=share_link
Master Data.csv:
https://drive.google.com/file/d/1wBmYEDwXPuhuQFEANYF8rSabEeUJWvZL/view?usp=sharing
Sales Transactions.csv:
https://drive.google.com/file/d/1PxCAu4Dhc2W8g4NjlyrJel1NgaTHtcXu/view?usp=sharing
Best Regards
Emre
Can you please share the expected timeline and budget if you are interested in the project? Please send us the examples of your previous projects and expectations if possible. Successful completion of this project may lead to collaboration on future projects ?
Description:
At Filotim Yönetim A.Ş. we are one of the leading B2B fuel card distributors of Shell in Turkey. We are seeking an experienced professional with expertise in data integration and machine learning to analyze and reduce customer churn for our business.
The project involves integrating customer and daily sales data to identify current and potential customers at risk of churn. The ideal candidate will have experience in data integration and analysis, machine learning, and data visualization.
Responsibilities and Duties:
Ensure the integration of existing data sources
Implement appropriate processes for cleaning, preparing, and analyzing data
Develop and apply a machine learning model for churn prediction
Visualize analysis results in a clear and effective manner
Provide strategic recommendations for reducing churn
Requirements:
Experience in data integration and analysis
Experience in developing and applying machine learning models
Proficiency in data visualization tools (e.g. Tableau, Power BI, Google Data Studio)
Strong communication and problem-solving skills
Collaborative and results-driven
Data Sets:
Explanations for Files:
https://docs.google.com/spreadsheets/d/1CEOTqM2S76UCCx5dTo3t7VkxK4SPwjGbnq3koUtgHh4/edit?usp=share_link
Master Data.csv:
https://drive.google.com/file/d/1wBmYEDwXPuhuQFEANYF8rSabEeUJWvZL/view?usp=sharing
Sales Transactions.csv:
https://drive.google.com/file/d/1PxCAu4Dhc2W8g4NjlyrJel1NgaTHtcXu/view?usp=sharing
Best Regards
Emre
Related categories:
Machine Learning (ML)
Data Visualization
Data Analysis
Data Integration
Statistical Modeling