Machine Learning Engineer Resume Keywords & ATS Expectations
This is the live data our resume scanner uses when it detects a machine learning 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 machine learning 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 machine learning engineer resume
aws machine learning specialtygcp professional ml engineerazure ai engineertensorflow developerdeeplearning.aicoursera machine learningfast.ai
Adjacent titles recruiters search alongside "Machine Learning Engineer"
ml engineersenior ml engineerai engineerai/ml engineerapplied ml engineerllm engineerlarge language model engineergenerative ai engineergen ai engineergenai engineer
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Scan my resume freeMethodology: 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.