Snorkel AI vs Handshake

Two AI-data companies that sell to frontier labs — but from opposite starting points. Snorkel is standing up a forward-deployed org around its data-development platform; Handshake re-founded a decade-old campus network into one of the fastest-growing AI-data businesses anywhere.

	Snorkel AI	Handshake
Open roles	1	1
Comp on board	$150K–$320K	$100K–$200K+
FDE type	Solutions engineering	Solutions engineering
Travel	Medium	Medium
Comp	Competitive	Competitive
Stage	Late-stage	Growth-stage
Our take	A data-centric-AI company packaging forward-deployed delivery as a product — and standing up the whole org in one shot.	The campus-recruiting company quietly became one of the fastest-growing AI-data businesses anywhere — and its FDEs sit across the table from frontier-lab researchers.

Bottom line

Both put you frontier-lab-facing without joining a lab, at competitive rather than lab-tier cash. Snorkel's IC band ($150K–$320K) tops out higher and offers founding-org scope as it builds the whole FDE ladder at once; Handshake ($100K–$200K+) trades some ceiling for the momentum of a business scaling revenue several-fold a year. Pick platform-delivery depth (Snorkel) vs. evals-and-benchmarks breadth at explosive scale (Handshake).