Machine Learning Engineer
Core
Design, build, and deploy industrial-level machine learning models to solve critical problems in ad ranking, bidding, and optimization.
Role type
Senior IC machine learning engineer (ad tech)
Builds
Scalable serving systems and production ML models for ad ranking, bidding, and optimization
Domain
Internet / Ad Tech
Deliverable
production ML models
Required skills
Feature engineering, ML lifecycle management, System reliability monitoring, Automated retraining pipelines, Algorithm research, XGboost, LLM, Graph services, Kafka, Google Cloud Platform
Preferred skills
PII Data handling, Data governance, Batch data pipeline, SLOs
Technologies
Kafka, XGboost, LLM, Google Cloud Platform
Responsibilities
Design and deploy industrial-level ML models for ad ranking and bidding; Perform systematic feature engineering; Build robust monitoring, alerting, and automated retraining pipelines; Research new algorithms and contribute to team strategy
Seniority
Senior, hands-on IC
