Machine Learning / Deep Learning Engineer
Core
Designing, implementing, and deploying full-stack scalable data analytics and machine learning solutions to solve business challenges in programmatic advertising, specifically addressing unique modeling issues like extreme positive sample sparsity and labeling delay.
Role type
Machine Learning / Deep Learning Engineer (IC)
Builds
State-of-the-art deep learning models and scalable data analytics solutions for a Demand Side Platform (DSP)
Domain
Advertising Technology (Ad-Tech) / Programmatic Advertising
Deliverable
production ML models
Required skills
Python, Scala, Java, deep neural networks, logistic regression, clustering, time series analysis, auto-regressive models, advanced statistical techniques, SQL, data warehousing
Preferred skills
transformer architectures, LLMs, high-performance algorithm building in production
Responsibilities
Propose and develop new ML models, measure performance, improve algorithms, research and design scalable data analytics solutions, analyze data from multiple sources, provide actionable insights to stakeholders
Seniority
Mid-to-Senior, hands-on IC
