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Public story · 2026-07-31 · high
Consulting firms want to grow FDE teams tenfold into 20-100 person squads, even though MIT puts AI project failure at 95%.
Why now: TechCrunch's July 30 piece ties the jump to end-of-Q2 2026 hiring data.
Demand for forward-deployed engineers went from 5-10% of companies to 70% in two quarters, per TechCrunch.
Only about 2,000 engineers in the US combine the sector knowledge, client gravitas, and applied AI experience this role needs, per Christian & Timbers. Generative AI projects fail 95% of the time without that mix, according to MIT research cited in the same piece.
The largest consulting firms told TechCrunch they need to grow FDE headcount tenfold, into teams running 20 to 100 people.
Pay reflects the scarcity, running about $200K all-in at seed-stage companies and climbing to $450-550K+ at Series C, per the piece.
Palantir is the highest-volume hirer, followed by OpenAI, Anthropic, Google, Databricks, Scale AI, Mistral, and Cohere. Every one of those sells AI as a product, and each is staffing up on humans to make it work in the field.
That pattern says something about the products themselves. A platform that needs a person on-site for 60 to 180 days before a client sees value isn't self-serve software.
TechCrunch doesn't say what happens to these teams once a deployment stabilizes: whether FDE headcount rotates to new accounts or stays pinned to one client.
Each link below shares sources, entities, or timing with this story.
Trump criticizes Anthropic / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Trump criticizes Anthropic); both cover Anthropic, Google, OpenAI, TechCrunch; reported by the same outlet (techcrunch.com).
Trump criticizes Anthropic / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Trump criticizes Anthropic); both cover Anthropic, Google, Mistral, OpenAI; overlapping topics (anthropic, company).
Anthropic partners with Goldman Sachs / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Anthropic partners with Goldman Sachs); both cover FDE, OpenAI, Palantir, SaaS; reported by the same outlet (techcrunch.com).
Trump criticizes Anthropic / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Trump criticizes Anthropic); both cover Anthropic, Google, OpenAI, TechCrunch; reported by the same outlet (techcrunch.com).
Linked by a graph relationship (Trump criticizes Anthropic); both cover Anthropic, Google, OpenAI, Palantir; reported by the same outlet (techcrunch.com).
Anthropic partners with Google / Shared entities / Earlier coverage
Linked by a graph relationship (Anthropic partners with Google); both cover Anthropic, Google, Mistral, OpenAI; earlier Anthropic coverage from 2026-07-27.
Anthropic partners with White House / Shared entities / Same source domain / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Anthropic partners with White House); both cover Anthropic, OpenAI, TechCrunch; reported by the same outlet (techcrunch.com).
DeepSeek competes with Anthropic / Shared entities / Earlier coverage
Linked by a graph relationship (DeepSeek competes with Anthropic); both cover Anthropic, Google, Mistral, MIT; earlier Anthropic coverage from 2026-05-01.