
Telecom Analytics Specialist
17 hours ago
Job Summary:
This highly experienced Senior Analytics Strategist will lead the development of end-to-end analytical solutions for telecom companies. Key responsibilities include providing technical leadership, guiding implementation teams, and collaborating with clients to create robust, scalable, and explainable analytical solutions.
- Offer strategic direction and technical expertise for complex analytical projects, focusing on churn modeling and customer analytics.
- Design and implement production-grade enterprise-level churn modeling solutions utilizing classical machine learning and deep learning models.
- Develop intervention models to proactively address identified churn risks, considering various customer segments and service types.
- Apply survival analysis techniques to enhance customer tenure predictions and accurately forecast churn events.
- Establish comprehensive customer lifetime value (CLTV) analysis frameworks to identify high-value customers and optimize retention strategies.
- Conduct in-depth data analysis, including understanding data distribution, performing feature importance analysis, and applying advanced feature selection techniques.
- Implement model explainability techniques (e.g., SHAP, LIME) to provide transparent insights into model predictions.
- Design and implement robust drift detection techniques for both data and model drift, ensuring long-term accuracy and relevance of deployed models.
Key Qualifications:
Strong background in analytics and data science, with a focus on telecom industry trends and challenges.
Proven ability to lead cross-functional teams and collaborate with clients to deliver high-quality results.
Excellent communication and presentation skills, with experience in conveying complex technical information to non-technical stakeholders.
Stay up-to-date with emerging technologies and methodologies in the field of analytics and data science.
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