Skill · hard

distributed-systems

Demanded in 209 open roles across the AI infrastructure stack. Hiring demand is a leading indicator of technology adoption. Not investment advice.

Demand by layer

L5 · Training & Inference 78 L8 · Applications 52 L6 · Foundation Models 52 L4 · Chips 23 L7 · Middleware 4

Who's hiring

Company	Layer	Open roles
CoreWeave	L5	53
Anthropic	L6	46
Perplexity	L8	23
Cerebras	L4	19
Baseten	L5	12
Anyscale	L5	9
Decagon	L8	8
Sierra	L8	7
Writer	L8	6
Cohere	L6	6
Harvey	L8	5
Fireworks AI	L5	4
Tenstorrent	L4	4
Pinecone	L7	3
Cognition	L8	3
Weaviate	L7	1

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