Senior Data Scientist (Consumer Experience)
Core
Enhancing a communications targeting system by developing relevance ranking, translation models, and agentic marketing content generation projects.
Role type
Senior IC data scientist (consumer experience & personalization)
Builds
Relevance ranking algorithms, translation models, agentic marketing content generators
Domain
Consumer internet / Superapp / Marketing personalization
Deliverable
production ML models
Required skills
Python, R, Java, predictive modelling algorithms, ML/DL frameworks (Scikit-Learn, Pandas, XGBoost, TensorFlow, Pytorch), end-to-end ML lifecycle management, feature selection, hyper-parameter optimization, model validation
Preferred skills
Generative AI (GenAI), AI coding assistants
Technologies
Scikit-Learn, Pandas, XGBoost, TensorFlow, Pytorch
Responsibilities
Develop relevance ranking algorithms, translation models, and agentic marketing content generators; Analyse quantitative and qualitative data to develop user behavioural understanding; Collaborate with product, marketing, and engineering teams to manage the end-to-end lifecycle of ML and LLM models; Build and test robust models, develop data pipelines, and establish observability and evaluation frameworks for systems in production; Leverage Generative AI and AI coding assistants to accelerate model development and automate data wrangling
Seniority
Senior, hands-on IC
