44 COMPANIES · A GLOBAL VIEW

Your next company. Your preparation.

Find an employer, see its preparation topics and work through relevant questions. Every profile distinguishes mapped practice from what public sources establish about its interview process.

44 companies to explore

01 / 6 PROFILES

Frontier labs

Prepare to discuss model capabilities, evaluation and the product decisions around research.

02 / 12 PROFILES

Big tech

Connect product sense and execution to the constraints of AI at scale.

03 / 11 PROFILES

AI-native

Work on product taste, agent behavior and a useful first release.

04 / 15 PROFILES

Enterprise & regional

Think through permissions, deployment and the cost of changing an existing workflow.

Salesforce

PREPARATION FOCUS

Safety & GovernanceAI UX & HITLMetrics & Economics
Limited public loop dataView profile

ServiceNow

PREPARATION FOCUS

Agentic ProductsMetrics & EconomicsStrategy & Moats
Limited public loop dataView profile

Atlassian

PREPARATION FOCUS

AI PrototypingAI System DesignAI UX & HITL
Public interview guidanceView profile

Stripe

PREPARATION FOCUS

Safety & GovernanceAgentic ProductsPlatform & Model PM
Limited public loop dataView profile

Shopify

PREPARATION FOCUS

AI UX & HITLMetrics & EconomicsAI System Design
Limited public loop dataView profile

Flipkart

PREPARATION FOCUS

AI PrototypingLLM FundamentalsMetrics & Economics
Partial public loop dataView profile

Swiggy

PREPARATION FOCUS

AI System DesignAgentic ProductsAI Prototyping
Limited public loop dataView profile

Razorpay

PREPARATION FOCUS

LLM FundamentalsAI System DesignAgentic Products
Limited public loop dataView profile

Zomato

PREPARATION FOCUS

Metrics & EconomicsAI System DesignAI Product Sense
Limited public loop dataView profile

PhonePe

PREPARATION FOCUS

AI PrototypingSafety & GovernanceLLM Fundamentals
Limited public loop dataView profile

Grab

PREPARATION FOCUS

AI System DesignStrategy & MoatsMetrics & Economics
Limited public loop dataView profile

Klarna

PREPARATION FOCUS

Safety & GovernanceMetrics & EconomicsAI System Design
Limited public loop dataView profile

Revolut

PREPARATION FOCUS

Safety & GovernanceMetrics & EconomicsAI System Design
Limited public loop dataView profile

JPMorgan Chase

PREPARATION FOCUS

BehavioralAgentic ProductsSafety & Governance
Limited public loop dataView profile

Databricks

PREPARATION FOCUS

Platform & Model PMLLM FundamentalsAgentic Products
Limited public loop dataView profile