Senior Machine Learning Engineer
Core
Apply quantitative analysis, modeling, and data mining to optimize product KPIs, improve system efficiency, and drive informed product decisions for digital advertising platforms.
Role type
Senior Machine Learning Engineer (Product Analytics & Optimization)
Builds
Efficiency improvements for systems and relevance algorithms across business application products
Domain
Digital Advertising / Data Science
Deliverable
production ML models | dashboards & analysis
Required skills
Machine Learning modeling, statistical analysis, A/B experiment design, SQL scripting, ETL flow design, data mining, product KPI optimization
Preferred skills
Cross-functional collaboration, business judgment, translating analysis to recommendations
Technologies
R, MATLAB, Python (NumPy, Scikit-learn, Pandas), MLlib, SQL
Responsibilities
Perform deep dive analysis to understand and optimize key product KPIs; Apply statistics and ML to improve system efficiency and relevance algorithms; Conduct data analysis to make product recommendations and design A/B experiments; Partner with Product and Engineering teams to solve problems and identify trends; Collaborate with stakeholders to formulate and complete end-to-end analysis including data gathering and presentations
Seniority
Senior, hands-on IC
