Data Scientist – Dynamic Pricing & Offer Optimization
techbizglobal · Islamabad
Job description
About the role
TechBiz Global is seeking a Data Scientist to join a client team focused on dynamic pricing and offer optimization. You will design, build, and deploy machine‑learning models that drive pricing decisions, improve customer retention, and enhance offer relevance.
Key responsibilities
- Develop and operationalize models for price elasticity, conversion prediction, churn propensity, and offer ranking.
- Design A/B tests and uplift models to measure campaign impact.
- Build simulation engines for what‑if pricing analysis and scenario testing.
- Create automated pipelines for model training, scoring, and retraining.
- Collaborate with Data Engineers to maintain a feature store and with Business Decisioning teams to translate insights into actionable rules.
- Implement real‑time feedback loops using purchase, rejection, and expiry events to continuously improve model performance.
Required profile
- 5–8 years of experience in applied machine learning, statistical modeling, and data science for large‑scale systems.
- Strong foundation in statistics, econometrics, and telecom key performance indicators such as ARPU, churn rate, and wallet size.
- Proven ability to design feature‑engineering pipelines and conduct rigorous A/B testing.
Required skills
- Python (pandas, numpy, scikit‑learn, statsmodels, xgboost, LightGBM)
- MLOps and model lifecycle management
- Data visualization and storytelling for non‑technical stakeholders
- A/B testing methodology
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Published 1 month ago
Expires 4 weeks from now
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techbizglobal
Islamabad