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Researched October 2026
100+ companies · researched October 2026

Every company interviews differently.
Prep for yours.

Some let you use AI in a coding round; most still ban it. Some go deep on transformers, others on system design. See each company’s rounds, its AI rules and what it weighs most. Pick one when you build your plan, and your plan leans toward what it tests.

Every round links to its source
Pick a company, your plan adapts
✓Question types only, never leaked questions

OpenAI

GPT models, ChatGPT and the API platform; frontier research lab

See the loop

Anthropic

Claude models; safety-first lab known for interpretability research

See the loop

Google DeepMind

Gemini models and frontier research from games to science

See the loop

Meta

Llama models, Meta AI assistant and large-scale recommendation systems

See the loop

Microsoft AI

Copilot assistant, in-house MAI models and Azure AI Foundry

See the loop

NVIDIA

GPUs, CUDA and TensorRT-LLM: the hardware and software under most AI

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Databricks

Lakehouse data platform, Mosaic AI and enterprise agent tooling

See the loop

Google

Gemini, Vertex AI and TPUs; ML loops still lean hard on DSA coding

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Amazon

Bedrock, Nova models and Alexa+; Leadership Principles come up in every round

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Apple

On-device ML and Apple Intelligence; each team designs its own loop

See the loop

Netflix

Personalization and recommendation at scale; culture memo shapes hiring

See the loop

LinkedIn

Feed, search and job-matching ranking systems at massive scale

See the loop

Salesforce

Agentforce AI agents and Einstein on a multi-tenant CRM platform

See the loop

Adobe

Firefly generative models and AI features across Creative Cloud

See the loop

Oracle

OCI GPU superclusters and generative AI services for enterprises

See the loop

Intel

x86 CPUs, Gaudi accelerators and the OpenVINO toolkit for AI inference

See the loop

AMD

Instinct GPUs and the open ROCm stack for AI training and inference

See the loop

Qualcomm

On-device AI on Snapdragon NPUs; squeezing models onto phones and edge devices

See the loop

IBM

watsonx enterprise AI platform and the open Granite model family

See the loop

Snowflake

AI Data Cloud with Cortex LLM functions, search and agents over enterprise data

See the loop

Tesla

Vision-only self-driving, the Optimus humanoid robot and in-house AI training

See the loop

Bloomberg

Financial data giant behind BloombergGPT and LLM features in the Terminal

See the loop

Stripe

Payments infrastructure; ML for fraud detection and a payments foundation model

See the loop

Uber

Marketplace ML at scale: pricing, ETAs, Eats recommendations, Michelangelo

See the loop

Airbnb

Search ranking, pricing and trust ML for a two-sided travel marketplace

See the loop

Spotify

Personalized audio discovery: recommendations, ranking and search at scale

See the loop

Pinterest

Visual discovery: embeddings, recommendations and multimodal search

See the loop

Snap

Camera and AR ML, on-device inference, plus ranking and ads for Snapchat

See the loop

ByteDance

The recommendation engine behind TikTok, plus Seed foundation-model research

See the loop

DoorDash

Logistics ML (dispatch, ETAs, ranking) and AI-first engineering interviews

See the loop

Shopify

Commerce platform that expects reflexive AI use, even in its interviews

See the loop

xAI

Builds the Grok models; small, fast-moving teams with a very high bar

See the loop

Mistral AI

Paris lab shipping open-weight and commercial LLMs for enterprises

See the loop

Cohere

Enterprise LLMs: Command, Embed and Rerank models built for business use

See the loop

Perplexity

AI answer engine that pairs live web search with LLM-written answers

See the loop

Scale AI

Training data, RLHF and model evaluation for frontier AI labs

See the loop

Hugging Face

Open-source ML hub behind Transformers, the model Hub and Datasets

See the loop

Together AI

Cloud for fast inference, fine-tuning and training of open models

See the loop

ElevenLabs

Voice AI: lifelike text-to-speech, dubbing and conversational voice agents

See the loop

Glean

Enterprise AI search and agents built on permission-aware company data

See the loop

Harvey

Legal AI platform for research, drafting and document review at law firms

See the loop

Anysphere (Cursor)

Maker of Cursor, the AI code editor with in-house tab and agent models

See the loop

Cognition

Builds Devin, an autonomous AI software engineer, and the Windsurf IDE

See the loop

Replit

Browser-based dev platform whose Replit Agent builds and deploys apps

See the loop

Notion

Connected workspace whose Notion AI searches, writes and runs agents

See the loop

Atlassian

Jira and Confluence maker building Rovo AI agents and search across work

See the loop

Flipkart

India's largest e-commerce marketplace; ML across search, recs and GenAI

See the loop

Swiggy

Food and quick-commerce delivery; ML for ETAs, ranking, ads and recs

See the loop

Razorpay

Payments platform; hires 'AI builders' and tests AI fluency in its loop

See the loop

Eternal (Zomato)

Food delivery and quick commerce; ML for delivery-time, recs and GenAI

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PhonePe

India's largest UPI app; ML for risk, merchandising and internal AI agents

See the loop

Freshworks

SaaS for customer and IT service; Freddy AI agents and copilots

See the loop

Waymo

Driverless robotaxis built on deep learning for perception and planning

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Palantir Technologies

Foundry and Gotham data platforms; AIP brings LLMs into enterprise workflows

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Cloudflare

Global edge network; Workers AI runs model inference close to users

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Figma

Collaborative design platform shipping AI features like Figma Make and AI search

See the loop

Duolingo

Language app with ML-personalized lessons (Birdbrain) and an AI-first strategy

See the loop

Grammarly (Superhuman)

AI writing assistant, now part of Superhuman's AI productivity suite

See the loop

Coinbase

Crypto exchange that rebuilt its engineering, and its hiring, around AI coding

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Reddit

Feed ranking, ads ML and Reddit Answers, LLM search over community posts

See the loop

Sierra

Enterprise customer-service AI agents; creators of the τ-bench agent benchmark

See the loop

Sarvam AI

Indian foundation models for Indic speech, text and voice agents

See the loop

Krutrim

Ola group's AI company: Indic LLMs, AI cloud and the Kruti assistant

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Postman

API platform building AI features like Agent Mode and Postbot

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Meesho

E-commerce marketplace; ML for recs, catalog vision, fraud and LLM inference

See the loop

Zepto

10-minute quick commerce; ML for pricing, demand, supply chain and last mile

See the loop

CRED

Credit-card rewards fintech; ML for fraud, underwriting, NLP and personalisation

See the loop

Paytm

Payments and lending app; going 'AI-first' with Paytm Intelligence (Pi)

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Groww

Retail investing and stockbroking app; hiring ML engineers for GenAI work

See the loop

Myntra

Fashion e-commerce; ML for search relevance, vision, forecasting and pricing

See the loop

Character.AI

Consumer AI character chat, serving LLMs at huge scale; in a Chapter 11 sale

See the loop

Runway

AI video generation (Gen-4.5) and general world models for creators

See the loop

Cerebras Systems

Wafer-scale AI chips running some of the fastest LLM inference available

See the loop

Groq

LPU inference chips and the GroqCloud API

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CoreWeave

GPU cloud for AI training and inference; owns Weights & Biases

See the loop

Datadog

Observability and security platform adding LLM observability and AI agents

See the loop

Intuit

TurboTax and QuickBooks maker; its GenOS platform powers Intuit Assist agents

See the loop

ServiceNow

Enterprise workflow platform; Now Assist GenAI and AI agents for IT and HR

See the loop

Workday

HR and finance cloud; building Illuminate AI agents into enterprise workflows

See the loop

PayPal

Global payments network; ML for fraud and risk, now building agentic commerce

See the loop

MongoDB

Developer database maker; Atlas Vector Search and Voyage AI models for AI apps

See the loop

Twilio

Communications APIs for SMS, voice, email; ConversationRelay voice AI agents

See the loop

Walmart Global Tech

World's largest retailer; India-heavy tech arm doing forecasting and GenAI

See the loop

JPMorgan Chase & Co.

Largest US bank; applied AI/ML teams for fraud, risk, trading and LLM tools

See the loop

Goldman Sachs

Investment bank; engineers build AI tooling and quant/ML models for markets

See the loop

Visa Inc.

Global payments network; ML for fraud and risk, plus AI model governance

See the loop

Samsung Electronics

Electronics maker; Samsung Research and SRI-B build on-device and mobile AI

See the loop

Cisco

Networking and security giant; GenAI, agents and Splunk observability ML

See the loop

Instacart

Grocery delivery marketplace; ML for search, ads ranking and LLM features

See the loop

Lyft

Ride-hailing marketplace; ML for pricing, ETAs, matching and safety

See the loop

Robinhood

Retail trading app; ML for fraud, recommendations and its Cortex AI tools

See the loop

Canva

Visual design platform with Magic Studio AI; AI-assisted coding interviews

See the loop

Dropbox

Cloud file storage; building Dash, an AI search and agent workspace

See the loop

GitHub

Home of Copilot: AI pair programmer, code review and coding agent

See the loop

MakeMyTrip

Online travel booking platform; ML for pricing and ranking, GenAI booking help

See the loop

Dream11 (Dream Sports)

Fantasy sports app at live-match scale; ML for fair play, fraud and experiments

See the loop

InMobi

Mobile ad-tech group behind Glance; ML for real-time bidding and AI shopping

See the loop

ShareChat

Indic social and short-video apps (ShareChat, Moj); ML for feed ranking

See the loop

BrowserStack

Cloud app-testing platform now building AI agents for software testing

See the loop

Juspay

Payments infrastructure firm betting on AI: Xyne agents, payment intelligence

See the loop

eBay

Online marketplace; ML for search and recs, plus in-house e-commerce LLMs

See the loop

Etsy

Handmade and vintage marketplace; ML for search, ads and recommendations

See the loop

Expedia Group

Travel booking group; ML for search ranking, recommendations, pricing and ads

See the loop

Booking.com

Travel booking platform; heavy A/B testing, ML for ranking and pricing

See the loop

Zillow

Real-estate marketplace; ML for home valuation, search and recommendations

See the loop

HubSpot

CRM platform for growing businesses; building Breeze AI agents and assistants

See the loop

SAP

Enterprise business software; GenAI, RAG and agent features built into its apps

See the loop

Palo Alto Networks

Network and cloud security; ML for malware, data loss and AI runtime security

See the loop

Zoom

Video communications; builds agentic assistants and video AI for collaboration

See the loop

Morgan Stanley

Global investment bank with a big in-house tech org applying ML to finance

See the loop

American Express

Card issuer and network; ML for fraud, credit risk and customer decisions

See the loop

Mastercard

Global payments network; data science on transaction, fraud and risk data

See the loop

Capital One

Tech-first US bank hiring AI engineers for LLM platforms, fraud and credit

See the loop

The D. E. Shaw Group

Quant investment firm with research-heavy loops and a Hyderabad tech office

See the loop

Two Sigma

Quant investment firm built on ML, statistics and large-scale data

See the loop

Zoho Corporation

SaaS suite maker that built its own Zia LLM family in-house

See the loop

Fractal Analytics

Enterprise AI and analytics firm with products like Cogentiq and Vaidya.ai

See the loop

Tiger Analytics

Data and AI consultancy of 7,000+ people solving client analytics problems

See the loop

Quantiphi

AI-first services firm building GenAI and agentic solutions on major clouds

See the loop

Lenskart

Omnichannel eyewear retailer; AI virtual try-on and a central analytics/ML team

See the loop

Sprinklr

AI-native customer-experience platform: AI agents, Copilot and AI+ Studio

See the loop

Autodesk

Design and engineering software; AI for CAD, construction and media tools

See the loop
Universal foundation

Preparing for a company not on this list?

The Applied LLM track covers the core most AI engineering interviews share: attention from scratch, KV caching, hybrid RAG retrieval, evals through error analysis, and system design.

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