Writing a machine learning engineer resume

Everything below is counted from 2,464 live machine learning engineerpostings, 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: 2,464
Employers: 1,069
Remote: 21%
Typical pay: $150k–300k
Verified live (7d): 2,349

What they ask for

Counted across 1,422 of the most recent 1,500 postings, the ones that named a skill we recognise. A share is of those, not of every posting.

Python76%
Large Language Models60%
PyTorch39%
Amazon Web Services32%
Google Cloud Platform23%
TensorFlow22%
Microsoft Azure19%
Kubernetes19%
Natural Language Processing16%
Docker16%
C++14%
TypeScript10%
Oracle Java10%
GitHub8%

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_one98
ServiceNow33
Waymo32
ADUS-Adobe Inc.27
Bjakcareer22
Amgen Mexico S.A. de C.V.19
Faculty17
Reddit15
Pinterest13
Workday Government, LLC13
Booz Allen Hamilton_United States12
Airbnb12

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