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AI Security
PREP FOR A SPECIFIC LOOP

Interview prep by company

For each company: what its job postings and public material say about the interview process, how confident we are in that, posted pay where listed, and the questions that match its rounds.

34 companies·9 with a published process·reviewed November 2026

Frontier model labs

6Red teams, safeguards and security engineering for the labs' own models, agents and infrastructure.
AnthropicOpenAIGoogle DeepMindxAIMistral AICohere

Big tech

8AI red teams and product security for AI features shipped to very large user bases.
MicrosoftGoogleAmazonAppleMetaNVIDIASalesforceIBM

Security vendors

6Building AI security products: red teaming platforms, runtime protection and detection.
Palo Alto NetworksCrowdStrikeCiscoWizCheck PointCloudflare

AI security startups

3Small research-led teams red teaming and protecting models and agents for customers.
HiddenLayerMindgardNoma Security

AI platforms and enterprises

10Securing AI adoption on data platforms, model hubs and in regulated industries.
DatabricksSnowflakeScale AIHugging FaceJPMorgan ChaseStripeAtlassianFinShopifyPinecone

Public sector

1Government evaluation of frontier AI: offensive security and red team research.
UK AI Security Institute