Top skills for Machine Learning Engineer jobs

Based on 634 active Machine Learning Engineer postings · updated Oct 8, 2026.

Skills employers ask for

The share of Machine Learning Engineer postings that list each skill. Text that appears in almost every posting — equal-opportunity and benefits sections — is left out.

  • Design72%
  • PyTorch55%
  • Computer Science49%
  • Deep Learning35%
  • Tensorflow34%
  • Data Science32%
  • Datasets29%
  • Algorithms27%
  • Experimentation26%
  • CI/CD22%
  • Kubernetes21%
  • Innovation20%
  • Statistics19%
  • Feature Engineering17%
  • Generative AI17%
  • Analytics13%
  • Data Processing13%
  • Automation13%
  • Data Engineering13%
  • Shipping13%
  • ML Frameworks12%
  • AI Systems12%
  • Language Models12%
  • Use Cases12%
  • MLflow11%

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