Principal Data Scientist - Deep Learning
Core
Leading the transformation of Jampp's machine learning platform from manual features to deep learning architectures based on embeddings for programmatic advertising.
Role type
Principal Data Scientist (Deep Learning)
Builds
Next-generation real-time bidding and optimization models for mobile advertising
Domain
Ad-tech / Programmatic Advertising / Deep Learning
Deliverable
production ML models
Required skills
Deep learning fundamentals, representation learning, neural network architecture design, Python, large-scale dataset handling, real-time system optimization, technical leadership, model deployment
Preferred skills
Experience with DSPs, real-time bidding (RTB), ad exchanges, bidding optimization, CTR/CVR prediction, recommendation systems
Technologies
Python, Deep Learning frameworks, Embedding strategies
Responsibilities
Define technical strategy for deep learning and embedding-based modeling, design and deploy advanced DNN architectures for prediction and optimization, establish reusable embedding approaches, improve model performance and scalability, guide complex modeling initiatives from experimentation to production, mentor Data Scientists, collaborate on training infrastructure and serving architecture
Seniority
Principal, hands-on IC with technical leadership
