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AI & ML Hardware

AI accelerators, neuromorphic chips, edge AI hardware, ML infrastructure

411 engineering · 39 business roles

at ai/ml companies

Role Breakdown

334 Software Engineering54 Research & Science20 Systems & Integration18 Product & Program Management16 Operations & Manufacturing5 Executive & Leadership+1 more

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What is AI & ML Hardware?

AI & ML Hardware spans core research, hardware engineering, software, systems integration, and commercialization roles. Candidates typically move between lab work, prototype development, and scaled deployment programs.

Salary ranges in this sector often cluster between $145,000 and $240,000 for experienced individual contributors, with higher compensation in defense-constrained or hardware-intensive roles.

Common skills include sector-specific simulation tools, systems engineering rigor, scientific computing, and hands-on lab or facility operations.

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