Senior Data Scientist - AdTech
Core
Senior Data Scientist owning machine learning initiatives for conversion prediction, CTR prediction, and bidding optimization to improve advertising performance.
Role type
Senior hands-on IC machine learning engineer (AdTech)
Builds
Production ML models for CPA optimization, CTR/CVR prediction, and bidding strategies
Domain
Advertising technology (AdTech)
Deliverable
production ML models
Required skills
Machine learning algorithms, feature engineering, model evaluation, optimization, Python, Scikit-learn, XGBoost, LightGBM, business KPI analysis, anomaly investigation
Preferred skills
RTB experience, A/B testing, model calibration, online experimentation, large-scale data processing, LLMs, AI coding assistants
Technologies
Python, Scikit-learn, XGBoost, LightGBM
Responsibilities
Develop and optimize CTR/CVR prediction models, translate business objectives into ML solutions, analyze advertising performance and investigate anomalies, design experiments to evaluate model effectiveness, maintain existing ML projects in production, collaborate with data engineers and business teams
Seniority
Senior, hands-on IC
