Senior Data Scientist
Link Group
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.
What You'll Do
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.
What You Bring (Core Tech Focus)
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).