Senior Data Scientist
Core
Design, develop, and deploy deep learning models (DNNs) and embedding-based approaches for real-time prediction, bidding, and optimization in mobile advertising.
Role type
Senior IC data scientist (deep learning/ad-tech)
Builds
Real-time ML models for prediction, bidding, and optimization serving millions of ad requests per second
Domain
Ad-tech / Mobile advertising / Real-time machine learning
Deliverable
production ML models
Required skills
Deep learning, neural network architectures, Python, statistical learning, large-scale data handling, high-cardinality feature engineering, model deployment, experimental design
Preferred skills
Embedding-based representation learning, recommendation systems, fraud detection, real-time low-latency systems, ML infrastructure design
Technologies
Python, DNNs, embedding models
Responsibilities
Design and iterate deep learning models for prediction and optimization; Develop embedding-based approaches for high-cardinality entities; Experiment with modeling approaches and translate successful experiments to production; Design, code, and deploy ML models and supporting production tools; Work with large-scale datasets and contribute to data pipelines and feature infrastructure; Analyze model and product performance metrics to understand algorithmic impact on business outcomes
Seniority
Senior, hands-on IC
