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Predicting Customer Churn in E-commerce
Posted 10 days ago
online Price
$2,400 – $4,800
Budget
5
Bids
$3,773
Avg Bid
📋 Project Details
Project Overview
I need a data scientist to develop a predictive model that forecasts customer churn for our online store. We have 2 years of historical customer data, including purchase history, demographics, and feedback. Need help with training and deploying a machine learning model using Python and scikit-learn. Deliverables include a detailed report, a Python notebook with the model, and a presentation for stakeholders. Timeline is 6 weeks, with regular check-ins and progress updates. Experience with deep learning and natural language processing is a plus.
Required Skills
⚡ Data Science
⚡ Machine Learning
⚡ Python
⚡ Scikit-learn
⚡ Deep Learning
⚡ Natural Language Processing
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Predicting Customer Churn in E-commerce

💰 USD 2,400 – 4,800💼 Fixed Price 📍 Remote (Worldwide) 🔓 Open for Bids

Project Overview

I need a data scientist to develop a predictive model that forecasts customer churn for our online store. We have 2 years of historical customer data, including purchase history, demographics, and feedback. Need help with training and deploying a machine learning model using Python and scikit-learn. Deliverables include a detailed report, a Python notebook with the model, and a presentation for stakeholders. Timeline is 6 weeks, with regular check-ins and progress updates. Experience with deep learning and natural language processing is a plus.

Required Skills

Data ScienceMachine LearningPythonScikit-learnDeep LearningNatural Language Processing

About This Freelance Opportunity

This Fixed Price project titled "Predicting Customer Churn in E-commerce" is currently open for freelancer bids on the DJN Freelance Marketplace. The client has set a budget of USD 2,400 – 4,800 for this engagement, with work delivered remotely from any location worldwide. Freelancers with relevant experience can submit proposals directly through the DJN platform to be considered for this role. DJN is a global freelance marketplace connecting verified professionals with clients across design, development, writing, marketing, and 50+ other categories.

How to Apply for This Project

To bid on "Predicting Customer Churn in E-commerce", freelancers need a verified DJN account with a completed profile showcasing relevant portfolio work and skills. After signing in, use the "Place Bid" option on this project page to submit your proposal with your estimated timeline, deliverables breakdown, and total cost. Successful bidders receive project awards directly through the platform, and payments are held in secure escrow until milestone approval — protecting both client and freelancer throughout the engagement.

Frequently Asked Questions

Is this freelance project still accepting bids?

Yes, this project is currently open and accepting freelancer bids. Submit your proposal to be considered.

How does payment work on DJN?

DJN uses milestone-based escrow. When a client awards a project, funds are held securely until each milestone is delivered and approved. This protects freelancers from non-payment and gives clients confidence that work is completed before funds are released.

Can I work remotely on this project?

Yes, this is a fully remote freelance project — you can work from any location worldwide.

What skills does this project require?

The client has listed these required skills: Data Science, Machine Learning, Python, Scikit-learn, Deep Learning, Natural Language Processing. Freelancers with demonstrated experience in these areas are strongly encouraged to submit a proposal.

Hiring for Data Projects

Describe the data sources, formats and volumes involved, the analysis or pipeline you need, and the output format expected. Note any privacy or handling constraints on the data, and any tooling the work must fit into.

About DJN - Dream Job Network

DJN is a freelance marketplace operated by 3D-LABS Engineering, an engineering firm in business since 2003. Clients post project-based work and freelancers submit proposals, with defined milestones, progress tracking and in-platform messaging across development, design, writing, engineering and related fields.

Project FAQs: Bidding, Skills and Delivery

How do I apply for Predicting Customer Churn in E-commerce?

Create a free DJN account, open this project page, and submit a proposal describing relevant experience, portfolio samples and your proposed timeline.

What skills are needed for this Data Science project?

The skills listed on this project page are the starting point. Most Data Science work also calls for demonstrated experience in similar projects, clear communication and the ability to meet agreed deadlines.

How is the project tracked?

DJN provides structured project management: defined deliverables, milestones, stage-by-stage progress updates and in-platform messaging between both parties.

Can I hire for ongoing work?

Yes. Clients can post follow-up projects or agree ongoing arrangements directly with a freelancer they have worked with before.

What is the budget for Predicting Customer Churn in E-commerce?

The budget posted by the client is $4,800. Final terms are negotiated between the client and the selected freelancer, so include your own rate in your proposal.