Senior Machine Learning Engineer - Causality
Core
Analyze causal impact of advertising campaigns and develop ML models to predict this impact to influence bidding strategies.
Role type
Senior Machine Learning Engineer (Causality)
Builds
ML models for causal impact prediction and multi-stage data pipelines for ad performance measurement
Domain
Digital Advertising / Causal Inference
Deliverable
production ML models
Required skills
Causal impact analysis, Experiment design, Large-scale data processing, ML model development, Data pipeline design, A/B test analysis
Preferred skills
Classical and state-of-the-art ML techniques, Hadoop environment experience
Technologies
Python, Java, C++, Hadoop
Responsibilities
Analyze causal impact of campaigns using experiments and third-party data, Develop ML models to predict causal impact, Design and build multi-stage data pipelines, Contribute to tooling for A/B test analysis, Collaborate with Data, Product, and Engineering teams
Seniority
Senior, hands-on IC
