Senior Data Scientist
- 5+ years of commercial experience as a Data Scientist delivering end-to-end products.
- Specialized ML Expertise:
- Proven experience building and optimizing Recommender Systems (at scale).
- Hands-on knowledge of Causal Inference, specifically Uplift Modeling.
- Deep understanding of supervised learning, focusing on complex Classification models.
- Solid background in Natural Language Processing (NLP) and Embeddings knowledge.
- Tech Stack: Python(Pandas, Scikit-learn, PyTorch/TF), PySpark, SQL.
- Cloud & Infrastructure: Hands-on experience with Databricks, AWS, GCP, Azure, or Snowflake.
Nice to Have
- Background in Management Consulting or Marketing Analytics.
- Experience with Kedro, CI/CD, or CLI tools (Bash/Zsh).
About the Role
We’re looking for a Senior Data Scientist to own and deliver high-impact data products from concept to production. You’ll bridge the gap between business needs and production-grade ML, with a special focus on enhancing user experience through advanced personalization and measuring true business impact using causal inference.
,[Discover: Partner with business leaders to translate complex challenges into actionable ML hypotheses., Build & Scale: Design, develop, and deploy hands-on recommender engines, advanced classification models, and NLP solutions using large-scale datasets., Measure Impact: Apply Uplift modeling techniques to move beyond correlation and measure the genuine incremental impact of our products and campaigns.] Requirements: Data, Data Science, ML expertise, Causal inference, Uplift modeling, Complex Classification models, Natural language processing, NLP, Embeddings knowledge, Python, Pandas, scikit-learn, PyTorch, TF, PySpark, SQL, Databricks, AWS, GCP, Azure, Snowflake, Management Consulting, Marketing analytics, Kedro, CI/CD, CLI tools, Bash, ZshPodobne oferty
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