Writing a machine learning engineer resume

Everything below is counted from 1,492 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: 1,492
Employers: 803
Remote: 23%
Typical pay: $145k–300k
Verified live (7d): 1,378

What they ask for

Counted across 1,435 of the most recent 1,492 postings, the ones that named a skill we recognise. A share is of those, not of every posting.

Python76%
Large Language Models62%
PyTorch39%
Amazon Web Services37%
Google Cloud Platform26%
Microsoft Azure26%
TensorFlow24%
Kubernetes22%
Docker21%
Natural Language Processing19%
C++14%
Oracle Java13%
TypeScript10%
GitHub10%

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

Waymo22
Bjakcareer21
ServiceNow19
Faculty14
SpaceX10
Amgen Mexico S.A. de C.V.10
Coupang10
Airbnb10
DataCamp9
PricewaterhouseCoopers Auditores Independentes Ltda.9
Pinterest8
(CAN) CoolIT Systems Inc.8

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