Senior Machine Learning Engineer

NVIDIA NVIDIA · Semiconductors · Santa Clara, CA +5 · Remote

Senior Machine Learning Engineer at NVIDIA to build ML models for DGX Cloud's health, efficiency, and predictive insights from telemetry signals. Focus on anomaly detection, predictive maintenance, and usage optimization for large-scale AI infrastructure.

What you'd actually do

  1. Ground breaking and developing innovative machine learning algorithms and models that propel our AI products.
  2. Build production models for anomaly detection, predictive maintenance and usage optimization.
  3. Develop tools surfacing real time telemetry, efficiency metrics and long term trends.
  4. Develop forecasting and simulation models for global scale planning.
  5. Analyzing complex datasets to determine the best approach for model training and optimization.

Skills

Required

  • Master's degree or PhD in Mathematics, Statistics, Machine Learning or related quantitative field (or equivalent experience).
  • 8+ years experience applying Machine Learning to operational systems.
  • Proven track record of building and deploying Machine Learning models in production environments.
  • Experience with time series analysis and optimization algorithms.
  • Familiarity with distributed systems and cloud platforms such as AWS and Kubernetes.
  • Strong software engineering skills and proficiency in Python.
  • Effective verbal/written communication, and technical presentation skills.
  • Experience with machine learning frameworks such as TensorFlow, PyTorch, or similar.
  • A track record of delivering high-impact projects to compete in a fast-paced environment.

Nice to have

  • Experience solving capacity planning problems.
  • Deep understanding of GPU performance metrics.
  • Familiarity with prometheus and PromQL.

What the JD emphasized

  • Proven track record of building and deploying Machine Learning models in production environments.
  • A track record of delivering high-impact projects to compete in a fast-paced environment.

Other signals

  • production models
  • predictive insight
  • telemetry signals