Ml Engineer Resume Keywords & ATS Expectations

This is the live data our resume scanner uses when it detects a ml engineer resume — the keyword tables, certifications, and titles from our machine learning detection engine.

Core skills per the U.S. Department of Labor

Source: O*NET 15-2051.01 — Data Scientists (ML specialization) (onetonline.org, public domain)

machine learningmodel evaluationfeature engineeringstatistical modelingexperiment design

PythonPyTorchTensorFlowscikit-learnSQLMLflowKubernetes

Keywords ATS systems expect on a ml engineer resume

machine learningdeep learningneural networkmodel trainingmodel deploymentmodel servinginferencefine-tuningfine tuningLLMlarge language modelgenerative aigenerative artificial intelligenceRAGretrieval augmented generationvector databasevector dbembeddingsembeddingprompt engineering

Certifications that anchor a ml engineer resume

aws machine learning specialtygcp professional ml engineerazure ai engineertensorflow developerdeeplearning.aicoursera machine learningfast.ai

Adjacent titles recruiters search alongside "Ml Engineer"

machine learning engineersenior ml engineerai engineerai/ml engineerapplied ml engineerllm engineerlarge language model engineergenerative ai engineergen ai engineergenai engineer

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Methodology: these lists come directly from the detection tables our scanner runs on every machine learning resume, validated by a pinned regression suite. See our methodology.