Added
27 days ago
Type
Full time
Salary
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Related skills

python machine learning scikit-learn xgboost production_model_deployment

πŸ“‹ Description

  • Design and productionize predictive/decisioning models for real-time personalization.
  • Apply causal inference and RL (contextual multi-armed bandits) to optimize interactions.
  • Partner with product and engineering to embed models into real-time systems.
  • Work with customers on advanced use cases, tailoring models to their goals.
  • Translate goals into modeling strategy; communicate results clearly.
  • Explore uplift modeling and closed-loop optimization in experiments.

🎯 Requirements

  • 5+ years of professional data scientist or similar experience.
  • Hands-on causal inference: uplift, counterfactuals, A/B tests.
  • RL and contextual multi-armed bandits in production.
  • ML foundation with scikit-learn, XGBoost, or equivalents.
  • Advanced Python with testing, modular code, packaging, version control.
  • Experience moving models from experimentation to production.

🎁 Benefits

  • Be part of a collaborative Product & Technology team.
  • Work on ML at AI, decisioning, and customer growth.
  • Real-world impact through customer-centric projects.
  • Competitive salary and comprehensive benefits package.
  • International environment with growth and ownership.
  • MacBook, travel expenses, and paid leave benefits.
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