Machine Learning Engineer

1 week ago


Philadelphia, PA, United States The Judge Group Full time

Our client is currently seeking a Machine learing Engineer

Machine Learning Engineer
We're looking for an experienced ML Engineer who thrives on turning raw data into real-world solutions. You'll be building, training, and deploying production-ready machine learning models from scratch - not just tweaking existing ones. If you love owning the full pipeline and explaining your work in plain English, this role is for you.

What You'll Do

  • Design and implement end-to-end ML pipelines (data preprocessing model training deployment)
  • Build and ship production-grade ML models that solve real business problems
  • Collaborate with product and business teams to translate requirements into ML solutions
  • Communicate complex ML concepts clearly to non-technical stakeholders
Key Requirements
  • Proven track record of building and deploying ML models in production
  • Deep expertise in scikit-learn and ML fundamentals:
    • Regression, classification, clustering, ensemble methods
    • Feature engineering, model evaluation, bias-variance tradeoff
  • Strong grasp of the full ML lifecycle: data prep, model selection, hyperparameter tuning, validation, deployment
  • Ability to explain concepts like overfitting, gradient boosting, bias-variance tradeoff in simple terms
  • Bonus: You can open a notebook, build a model with scikit-learn, and walk us through how and why it works
  • Work on real-world ML problems with immediate impact
  • Be part of a team that values clarity, simplicity, and hands-on execution
  • Opportunity to own projects end-to-end and grow as a builder


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