Machine Learning Engineer Resume Example

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Ananya Krishnan

Senior Machine Learning Engineer

email@example.com | (555) 123-4567 | New York, NY

Professional Summary

ML engineer with 5 years deploying production models at scale across recommendation, NLP, and computer vision domains. Built models serving 300M+ users and reduced inference costs by 70% through optimization.

Experience

Senior ML Engineer

2022 - Present

Meta

  • Built content ranking model improving user engagement by 12% across 300M+ daily active users
  • Designed feature store processing 50TB+ daily data for 200+ model pipelines
  • Reduced model inference costs by 70% through quantization and distillation techniques

ML Engineer

2020 - 2022

Amazon

  • Developed product recommendation system generating $150M+ in incremental annual revenue
  • Built real-time fraud detection model with 99.5% precision at 95% recall
  • Created automated model retraining pipeline reducing model staleness from 30 days to 2 days

Skills

PythonPyTorchTensorFlowMLflowSparkKubernetesAWS SageMakerSQLFeature EngineeringModel Optimization

Education

M.S. Machine Learning

2020

Carnegie Mellon University

Machine Learning Engineer Salary Overview

25th Percentile

$130,000

Median

$158,000

75th Percentile

$200,000

Job outlook: much faster than average

Based on US national salary data. Actual pay varies by location, experience, and company.

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