Machine Learning Engineer – Freelance Model Audit

About the role

Key Deliverables

List the expected deliverables for this project.

• Review model documentation, training data, and current predictions
• Run drift and performance diagnostics using recent data
• Apply fairness and bias checks across demographic segments
• Deliver a written report with risk rating and actionable recommendations
• Present findings to the model owners and compliance team

Requirements

Technical stack needed for this mission.

• Experience auditing or evaluating production ML models
• Strong Python (Pandas, Scikit-learn, SHAP or similar explainability tools)
• Familiarity with fairness metrics and bias detection
• Able to write a clear, executive-ready audit report
• Self-directed — works with minimal supervision

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