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
Machine Learning Engineer • Rockford, Illinois, United States
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