Senior Data Scientist
Core
Design and run experiments to improve bidding algorithm performance and maximize outcomes for TripleLift's customers.
Role type
Senior IC machine learning engineer (programmatic advertising)
Builds
Scalable, production-ready machine learning pipelines and systems for bidding algorithms
Domain
Programmatic advertising, digital advertising
Deliverable
production ML models
Required skills
Statistical analysis, Deep learning, Machine learning techniques, TensorFlow, PyTorch, Spark, Airflow, Databricks, ONNX, Docker, MySQL, Snowflake, Amazon S3, Parquet, Prometheus, Grafana
Preferred skills
Experience in programmatic advertising environment, Building dashboards and alerts for model monitoring
Technologies
Python, TensorFlow, PyTorch, Spark, Airflow, Databricks, ONNX, Docker, MySQL, Snowflake, Amazon S3, Parquet, AWS, Prometheus, Grafana, Scikit-learn
Responsibilities
Design and run experiments to improve bidding algorithm performance, Apply statistical analysis to understand market dynamics, Develop and maintain scalable ML pipelines, Monitor and evaluate deep learning systems, Collaborate with engineering and product stakeholders
Seniority
Senior, hands-on IC
