Required skills
- Data Science
- Python
- AWS SageMaker
- Churn Modeling
- Survival Analysis
- Customer Lifetime Value
- Propensity Modeling
- Uplift Modeling
- Explainability
- SHAP
- A/B Testing
- Causal Inference
Languages: German · English
Job description
We are looking for a Senior Data Scientist with over 7 years of experience to work on ML models in AWS for a telecommunications client. The role involves evaluating existing models and developing new data science use cases.
Responsibilities
- Evaluates the existing churn model and an agentic recommender
- Defines features, labels, and evaluation for churn, CLV, and propensity
- Designs the CLV methodology and the measurement design for live campaigns
- Develops models for personalization and engagement windows per customer
Requirements
If you are available and meet the requirements, please apply.
For questions, please contact your Freelancer Team.
Thank you and best regards
Your Freelancer Team
Iskander Business Partner
- More than 7 years of experience in Data Science with productive models
- Experience with Python and AWS SageMaker
- Experience with churn, survival analysis, and customer lifetime value
- Experience with propensity and uplift modeling
- Experience with explainability, especially SHAP, and fairness
- Experience with A/B testing and causal inference
- Experience with agentic or LLM orchestration
- Experience in the Telco environment
- Fluent English skills
- Location in Zurich or willingness to travel or short-term mobilization to Zurich
Project details
Zurich
asap
8 months
Utilization: 100 %
Remote share: 40 %
On-site share: 3 days / week: from Tue to Thu in Zurich
Background of the task: For our client in the telecommunications sector, we are looking for a Senior Data Scientist. The project involves ML models on AWS for churn, customer lifetime value, propensity, personalization, and the optimal contact time per customer, deployed via Adobe AEP/AJO and BSI. The role is responsible for evaluating existing models as well as developing and methodologically designing further productive data science use cases in the Telco B2C environment.
- Start: ab sofort
- Duration: 8 Monate
- Remote: hybrid
- Location: Zürich, Schweiz, CH
- Languages: German, English
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