Peer contributions

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Share practical signals from real hiring processesinterview patterns, salary snapshots, and fresh job leads in one structured workspace.

Interview experiences

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  • FDE  Atlas AI  3h ago

    System design round emphasized on-call tradeoffs and rapid deployment constraints.

  • AI Engineer  Remote (US)  9h ago

    Take-home project scored on instrumentation quality more than model novelty.

  • FDE II  Fintech  1d ago

    Behavioral loop focused on stakeholder alignment during ambiguous rollouts.

Salary signals

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  • FDE  Bay Area  6h ago

    $182k base, 12% bonus, equity refresh after year one for customer expansion track.

  • AI Solutions Engineer  NYC  14h ago

    $165k base with quarterly performance kicker tied to pilot-to-production conversion.

  • FDE II  EMEA Remote  2d ago

    85k salary band plus travel stipend for on-site enterprise rollout cycles.

Job leads

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  • FDE  HealthTech  Berlin  2h ago

    Team hiring for customer deployment ownership with LLM workflow hardening.

  • AI Engineer  Series C  Remote  11h ago

    Role blends solution architecture and production debugging across enterprise pilots.

  • FDE II  GovTech  DC  1d ago

    Clearance-friendly posting; strong preference for distributed systems incident response.