Data Scientist
Core
Building deep learning, causal AI, and time-series models on a knowledge graph platform to optimize marketing campaigns and extract consumer insights for enterprise clients.
Role type
Senior IC data scientist (marketing analytics & causal AI)
Builds
Production ML models for marketing optimization and consumer insight generation
Domain
Marketing analytics, consumer behavior, AI/ML
Deliverable
production ML models
Required skills
deep learning, causal AI, knowledge graphs, time-series analysis, statistical modeling, graph algorithms, optimization methodologies, Python
Preferred skills
RNNs, LSTMs, A/B testing frameworks, multivariate testing
Technologies
Python, deep learning frameworks, knowledge graph tools
Responsibilities
Develop and refine marketing campaign models using deep learning and causal AI; Utilize knowledge graphs to integrate diverse data sources; Apply advanced time-series analysis techniques; Design and implement rigorous A/B testing and multivariate testing frameworks; Mentor junior data scientists
Seniority
Senior, hands-on IC
