Signals
Field signals
Hand-picked notes from X and top AI company media — not a firehose. Weekly picks also go into the FDE brief.
By FDE Hub editorial · Updated
“Enterprise MCP work is now a serverless HTTP + identity problem: no sticky sessions, OAuth/OIDC to Entra or Okta, and private-network tunnels for tools that cannot face the public internet.”
Latest curated signals
Each entry links to a durable primary source — company blogs, careers hubs, or reputable field writing — with a short FDE takeaway.
- FDE HubFieldInterviewProductNew: Voices from X — curated FDE doctrine, product-loop tests, and title-inflation warnings
Lenny/Nabeel, Mati’s product loop, the 100-hour test, Gergely’s platform write-back filter, and First Round’s when-not-to hire — packaged as a reading list plus two synthesis guides.
Source: FDE Hub
- OpenAIHiringCompanyOpenAI is posting Forward Deployed Engineer (Legal) seats in SF and NYC
Mid-September Legal FDE reqs still emphasize embedding with practitioners, shipping a measurable hero workflow, and ~50% travel — domain-shaped FDE tracks are expanding beyond general enterprise.
Source: OpenAI
- AnthropicFieldProductAnthropic Managed Agents add server-side `auto` evaluation for MCP tool calls
As of Sep 10, Managed Agents can run, deny, or pause each agent/MCP call with an evaluation trail — enterprise FDE work is shifting from prompt trust to policy-backed tool authorization.
Source: Anthropic
- FDE HubHiringProductJobs board hubs re-verified for mid-September 2026
Career hubs re-checked on 2026-09-14. OpenAI still has multi-city FDE seats including Legal; Cohere remains on Ashby; Salesforce stays on the /en/ hub.
Source: FDE Hub
- Forward Deployed JobsHiringFieldState of FDE hiring: 2,057 open roles across 89 companies (Sep 4 snapshot)
An ATS-scraped market pulse — not a survey — still shows ~77% on-site work and hubs clustering in SF, London, Singapore, Tokyo, and NYC. Customer-embedded delivery remains the default, not remote SaaS.
Source: Forward Deployed Jobs
- OpenAIHiringCompanyProductOpenAI launches the Deployment Company around embedded FDE delivery
OpenAI is scaling a dedicated deployment unit that embeds Forward Deployed Engineers in-account, including absorbing Tomoro's ~150 FDEs/specialists — production workflow redesign is now an explicit go-to-market motion.
Source: OpenAI
- Model Context ProtocolFieldProductMCP Enterprise-Managed Authorization is stable (IdP-centralized, zero-touch)
Per-server OAuth consent does not scale for enterprise agents. EMA puts Okta (and growing clients like Claude / VS Code) in charge of who can reach which MCP servers — FDE deployments become an identity + audit problem.
Source: Model Context Protocol
- FDE HubHiringProductJobs board hubs re-verified; durable careers links held for Sep 4
Career hubs re-checked on 2026-09-04. Cohere stays on the Ashby board; Salesforce stays on the /en/ hub. Prefer search keywords over brittle JD IDs as listings rotate.
Source: FDE Hub
- OpenAIHiringCompanyOpenAI is still posting FDE seats across SF, NYC, Singapore, and UAE
Mid-August listings still describe end-to-end production deployment, eval-driven feedback into the model roadmap, and ~50% customer travel — the function is global, not Bay-Area-only.
Source: OpenAI
- AnthropicFieldProductAnthropic is rolling MCP 2026-07-28 into Claude (stateless core, Entra/Okta)
Enterprise MCP work is now a serverless HTTP + identity problem: no sticky sessions, OAuth/OIDC to Entra or Okta, and private-network tunnels for tools that cannot face the public internet.
Source: Anthropic
- Cohere (Ashby)HiringCompanyCohere's Ashby board is stacked with Forward Deployed Engineer reqs
Agentic Platform and Infrastructure Specialist FDE seats are listed across North America, Europe, the Middle East, Singapore, and Korea — search the hub rather than a single JD ID.
Source: Cohere (Ashby)
- FDE HubHiringProductJobs board links re-checked; Cohere and Salesforce apply URLs updated
Career hubs re-verified on 2026-08-19. Cohere now points at the live Ashby board. Salesforce's bare careers root 404s — use the /en/ hub and search Agentforce / Forward Deployed.
Source: FDE Hub
- FDE HubHiringProductJobs board adds sort controls on top of search + tags
Curated FDE apply links can now be re-ordered by company or recent link checks, making the lite board easier to scan after filtering.
Source: FDE Hub
- FDE HubInterviewFieldProductDecomp simulator scenario #6: SSO/RBAC rollout under renewal pressure
Enterprise expansion is often an identity and least-privilege problem — practice shipping one auditable user group before wider rollout.
Source: FDE Hub
- FDE HubHiringProductJobs board adds keyword search on top of track filters
You can now narrow curated FDE apply links by company, title, platform, or clearance terms before drilling into salary and interview prep.
Source: FDE Hub
- FDE HubHiringJobs board adds track filters (lab, hyperscaler, defense, …)
Filter curated FDE apply links by track — useful when targeting labs vs hyperscaler field vs clearance seats.
Source: FDE Hub
- FDE HubHiringCompanyAccenture AI FDE mid–senior salary pages — leveling wave complete
Consulting FDE bands are now split mid vs senior alongside every other company hub; Palantir remains the L3–L7 outlier.
Source: FDE Hub
- FDE HubHiringCompanyTesla Energy + Vannevar Labs mid–senior FDE salary pages
Industrial field and cleared defense FDE bands are now split mid vs senior — lifestyle and clearance matter as much as headline TC.
Source: FDE Hub
- FDE HubHiringCompanyMistral + C3 AI mid–senior FDE salary pages
EU lab (EUR) and enterprise application FDSE bands are now split mid vs senior — compare currency and travel honestly against US lab offers.
Source: FDE Hub
- FDE HubInterviewFieldProductDecomp simulator scenario #5: air-gap handoff with offline eval
Restricted-network go-live needs local golden packs and promotion gates — cloud eval assumptions do not transfer.
Source: FDE Hub
- FDE HubHiringCompanySierra + Harvey mid–senior FDE salary pages
Agent-platform and legal-vertical field bands are now split mid vs senior — compare private equity against lab RSU offers honestly.
Source: FDE Hub
- FDE HubInterviewFieldProductDecomp simulator scenario #4: eval regression after a silent model swap
Day-2 production judgment is an eval and promotion-gate problem — practice rollback with evidence, not prompt theater.
Source: FDE Hub
- FDE HubHiringCompanyCohere + Glean mid–senior FDE salary pages
Applied platform and enterprise knowledge field bands are now split mid vs senior — useful when comparing private equity to lab RSU offers.
Source: FDE Hub
- FDE HubHiringLite FDE jobs board: curated apply links by company
A hand-maintained board of lab, hyperscaler, platform, and defense FDE seats — each wired to salary and interview hubs.
Source: FDE Hub
- FDE HubHiringCompanyGCP + AWS GenAI FDE mid–senior salary pages
Hyperscaler GenAI field leveling is now split mid vs senior across Vertex, Bedrock, and Azure — compare delivery-owned seats against classic SA packaging.
Source: FDE Hub
- FDE HubHiringCompanySalesforce Agentforce + Microsoft Azure AI mid–senior salary pages
Enterprise CRM and hyperscaler GenAI FDE leveling is now split mid vs senior — useful when comparing bonus-heavy packages to lab equity offers.
Source: FDE Hub
- FDE HubInterviewFieldDecomp simulator scenario #3: executive scope creep after a working pilot
Protecting a KPI while sequencing expansion is a core FDE skill — practice refusing unsafe corpus coupling without losing sponsorship.
Source: FDE Hub
- FDE HubHiringCompanyCompany × level salary pages: Palantir L3–L7 plus lab/platform mid–senior
Level-specific FDE compensation pages are live for negotiation prep — still directional, but sharper than company-wide bands alone.
Source: FDE Hub
- FDE HubInterviewFieldProductDecomp simulator adds a second scenario: agent writes under containment
Practice field judgment beyond dirty CSVs — human gates, audit logs, and promotion criteria for write-capable agents.
Source: FDE Hub
- FDE HubHiringCompanyHyperscaler GenAI FDE hubs: GCP, Azure, AWS compensation maps
Cloud field / ProServe GenAI seats are a distinct TC and interview class from AI-lab FDE roles — worth tracking separately when targeting.
Source: FDE Hub
- AnthropicFieldInterviewProductAnthropic: demystifying evals for AI agents (field must-read)
Production agent reliability is an eval problem first — FDE interviews increasingly probe groundedness, rubrics, and Day-2 monitoring.
Source: Anthropic
- ParaformHiringFieldFDE demand reports keep citing multi-x growth vs talent supply
The hiring narrative is consistent: enterprises can buy models, but cannot staff enough people who ship them in-account.
Source: Paraform
- CIOFieldProductCIO framing: forward-deployed engineering for agentic AI
Enterprise press is shifting from vibe demos to governed autonomy — exactly the FDE job description.
Source: CIO
- ParaformCompanyFieldWhat is a Forward Deployed Software Engineer? (field reference guide)
Still one of the clearest public explainers of FDSE/FDE duties, leveling pressure, and why the role exists.
Source: Paraform
- ExponentInterviewCompanyPalantir FDE interview & role pages remain a candidate magnet
Decomp-style loops are still the cultural reference other AI companies imitate — worth tracking even if you are not applying there.
Source: Exponent
- PlankInterviewPlank’s FDE interview topic map (systems + field judgment)
Useful checklist for what “enterprise FDE system design” means beyond classic FAANG design prompts.
Source: Plank
- Cohere (Ashby)HiringProductCohere lists Forward Deployed Engineer roles on agentic platform work
JD language increasingly names agents, enterprise RAG, and embedded delivery in one role — alias titles proliferate.
Source: Cohere (Ashby)
How we curate
Curation is manual for now: prefer durable URLs over ephemeral posts, label takeaways for hiring / field / interview readers, and surface only what an FDE would act on this week. Suggest a source via the newsletter signup.
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