Data Scientist - Open Source Intelligence for Brands
Core
Develop models and analytical frameworks using open data sources to provide marketing professionals with insights on business priorities and emerging changes.
Role type
Data Scientist (Open Source Intelligence)
Builds
End-to-end analysis pipelines from data gathering and cleaning through processing, modelling, and visualisation.
Domain
Marketing intelligence, open data, text and image processing
Deliverable
production ML models
Required skills
Statistical analysis, Python, R, Java, data visualization, large complex unstructured datasets, text processing, image processing, natural language processing, topic modelling, semantic parsing
Preferred skills
Asian language NLP, short text analysis, quick prototyping for data viz
Responsibilities
Aggregate information from open data sources, run end-to-end analysis, layer datasets to build complete pictures of behavior, collaborate with cultural strategists to interpret data patterns, present work to client partners
Seniority
Mid-level (1-3 years experience)
