Machine Learning Engineer

Job Summary

A company is looking for a Machine Learning Engineer.

Key Responsibilities

• Own and expand the model portfolio, driving the ML engineering process from idea to production
• Define success metrics and evaluation frameworks for each model and productionize ML models
• Build and evaluate classifiers, design feature engineering pipelines, and own model evaluation processes

Required Qualifications

• 7+ years of applied ML experience with a track record of shipping models to production
• Strong statistics and ML fundamentals, including bias-variance tradeoffs and class imbalance
• Deep experience with tabular data and feature engineering on structured datasets
• Production ML experience, including feature drift and data quality monitoring
• Proficiency with ML tooling and frameworks, with SQL fluency for data exploration and model validation