Writing a machine learning engineer resume

Everything below is counted from 2,370 live machine learning engineer postings, taken from employers’ own career pages rather than a job board. Nothing here is advice about what usually works. It is what these specific postings say.

Open roles: 2,370
Employers: 1,040
Remote: 22%
Typical pay: $150k–300k
Verified live (7d): 2,279

What they ask for

Counted across 1,445 of the most recent 1,500 postings, the ones that named a skill we recognise. A share is of those, not of every posting.

Python80%
Large Language Models61%
Amazon Web Services43%
PyTorch43%
Microsoft Azure30%
Google Cloud Platform29%
TensorFlow23%
Kubernetes21%
Docker20%
Oracle Java19%
C++17%
Natural Language Processing15%
GitHub10%
Databricks9%

This is a floor, not a ceiling: the reader behind it only counts terms it recognises, so a skill missing here means it was not matched, not that nobody wants it. Put what you actually have on the page.

Who is hiring right now

capitalone.wd12.capital_one93
Waymo32
ServiceNow31
ADUS-Adobe Inc.25
Bjakcareer22
Amgen Mexico S.A. de C.V.19
Faculty16
Reddit14
Pinterest13
Workday Government, LLC12
Coupang12
Unity Technologies GmbH12

Looking for the openings rather than the resume? Browse live machine learning engineer roles.