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Roles at AI hardware companies

By title family, each count out of the roles at AI hardware companies.

RoleRolesOf the industry's roles
Software engineer1616 of 39
Platform engineer44 of 39
QA engineer44 of 39
Security engineer44 of 39
Site reliability engineer44 of 39
AI engineer33 of 39
Forward deployed engineer11 of 39
Machine learning engineer11 of 39
Research scientist11 of 39
Software architect11 of 39

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Companies

6 companies with a role at AI hardware companies in the window, most roles first. Each count out of the industry's roles.

CompanyRolesOf the industry's roles
Cerebras Systems1616 of 39
Etched66 of 39
d-Matrix55 of 39
Tenstorrent55 of 39
SambaNova44 of 39
Lightmatter33 of 39

How we count: 39 roles from 6 employers in the 90 days to Oct 16, 2026, each role counted once however many boards post it. Industry is the company's label from its job board; companies without a label are not counted here. Skills are counted out of the roles whose requirements we read. Roles are not filtered by country. Methodology