Senior Data Scientist
Core
Develop and optimize machine learning products operating at global scale for ad requests and users in real time.
Role type
Senior IC data scientist (AdTech)
Builds
Scalable ML models and neural-network-based products for prediction, clustering, and multi-task learning
Domain
AdTech / Real-time advertising
Deliverable
production ML models
Required skills
Python, Spark, Hadoop, Airflow, Docker, SQL, sparse large-scale dataset algorithms, neural networks, A/B testing design
Preferred skills
Reinforcement learning, large-scale optimization, mobile app advertising technology
Technologies
Python, Spark, Hadoop, Airflow, Docker, SQL
Responsibilities
Develop and optimize ML models with new features and parameters; Collaborate with ML engineers to deploy scalable algorithms; Explore data sources to improve model performance; Research and evaluate innovative ML approaches; Design and analyze A/B tests; Build reproducible code for production; Develop monitoring tools and dashboards
Seniority
Senior, hands-on IC
