Curated company packs
Each company has a curated set of questions based on common interview patterns, focus areas, and skills they ask about most.
Top global AI companies
158OpenAI
Frontier AI lab building GPT-class models, Codex, and ChatGPT.
Arize AI
ML observability + LLM eval employer.
C3 AI
Enterprise AI application platform employer.
Cresta
Contact center AI coaching employer.
Dataiku
Enterprise ML platform employer.
Decagon
AI customer support agent employer.
EvenUp
Legal AI for personal injury claims.
Fiddler AI
Model monitoring + explainability employer.
Forethought
Support AI agent product employer.
Gong
Revenue intelligence AI product employer.
H2O.ai
AutoML + enterprise AI platform employer.
Ironclad
Legal contract AI product employer.
Labelbox
Data labeling + RLHF platform employer.
Lakera
LLM security/guardrails employer.
Lightning AI
PyTorch Lightning platform employer.
Moveworks
Enterprise AI copilot for IT support.
PolyAI
Voice conversational AI for enterprise.
Snorkel AI
Programmatic data labeling employer.
Tencent
Hunyuan LLM + gaming/social AI roles.
UiPath
RPA + AI agent automation employer.
Hugging Face
Promote from provisional; strong pack depth.
Fireworks AI
Promote; fast inference platform employer.
LangChain
Promote; agent framework company (LangSmith merges here).
Together AI
Promote; inference/training cloud employer.
Ada
Customer service AI automation employer.
Baidu
Ernie LLM + autonomous driving AI roles.
Banana
Serverless GPU inference platform.
Baseten
Model serving/inference platform employer.
Comet
ML experiment tracking platform employer.
Graphcore
AI accelerator IPU hardware employer.
Lepton AI
GPU cloud for AI workloads.
LlamaIndex
RAG framework / data framework for LLM apps (indexing, query engines, agents)
Qualcomm
On-device AI + NPU software ML roles.
Samsung
On-device AI + Gauss LLM roles.
Cohere
Canadian enterprise AI lab behind Command R+, Embed v4, and the industry-standard Rerank model, RAG-first by design.
Voyage AI
Specialized retrieval embeddings and rerankers (voyage-3-large, voyage-code-3; acquired by MongoDB)
Anthropic
AI safety lab behind Claude, focused on building reliable, interpretable, steerable AI systems.
Alibaba
Qwen LLM + cloud AI roles under parent.
Mercor
AI talent marketplace / data labeling.
Modal
Serverless GPU compute platform optimized for LLM inference with fast cold starts (sub-10s) via memory snapshots, supporting vLLM/TGI and per-call billing.
Neptune.ai
ML metadata store / experiment tracking.
Robust Intelligence
AI security and validation employer.
TruEra
Model quality monitoring employer.
WhyLabs
AI observability platform employer.
Browserbase
Browser automation infra for AI agents.
Contextual AI
RAG-native LLM platform employer.
DataRobot
Enterprise AutoML platform employer.
Dify
LLM app builder platform employer.
Dust
Enterprise AI agent builder employer.
Flowise
Visual LLM flow builder (hiring entity TBD).
n8n
Workflow automation with AI agent features.
Patronus AI
Hallucination / faithfulness / safety eval startup; ships Lynx OSS hallucination detector.
Braintrust
LLM eval platform; structured evals across data × task × scorers with LLM-as-judge support.
CrewAI
Open-source multi-agent framework and CrewAI Inc., the company providing role-based agent orchestration and CrewAI Enterprise.
Humanloop
Humanloop, collaborative prompt management + LLM eval platform.
PromptLayer
PromptLayer, prompt versioning, A/B testing, and observability platform.
Sourcegraph
Code-intelligence platform; ships Cody AI assistant. Anthropic launch partner for MCP (Nov 2024); Cody supports MCP tools via agentic context gathering.
Vellum
Vellum AI, prompt management, eval, and deployment platform for production LLM apps.
Weaviate
Open-source vector + hybrid search engine; modular vectorizers, GraphQL, multi-tenancy.
Zed
High-performance collaborative code editor; native MCP client support for Tools and Prompts via context_servers config.
Zilliz
Company behind open-source Milvus; cloud-native vector DB at billion-scale, integrates NVIDIA CAGRA GPU index.
Pinecone
Promote from provisional; vector DB leader.
Qdrant
Promote; vector DB with growing interview signal.
Scale AI
Promote; data labeling + RLHF employer.
Weights & Biases
Promote; MLOps/LLMOps platform employer.
Turbopuffer
Object-storage-native serverless vector + full-text search; powers Cursor's 1T+ codebase index.
Meta
Big-tech AI employer behind Llama, PyTorch, and large-scale recommender + GenAI systems.
Microsoft
Microsoft AI products (Copilot, Azure AI Studio) and Microsoft Research.
NVIDIA
Hardware + software stack for AI, GPUs, CUDA, TensorRT, NeMo, Triton.
Big-tech AI employer behind Gemini, Imagen, and large-scale ML infrastructure (Brain + DeepMind research).
Mistral AI
Paris-based AI lab shipping open-weight and commercial frontier models, Mistral Large 3, Mixtral MoE, Codestral, Pixtral.
Databricks
Data + AI platform behind DBRX and Mosaic AI Agent Framework, owns MosaicML (acquired 2023 for $1.3B) and runs Spark at planetary scale.
Amazon
AWS Bedrock/SageMaker + Alexa AI roles.
Adobe
Firefly generative AI + Sensei ML roles.
AI21 Labs
Jurassic-class LLM lab employer.
Apple
On-device ML + Apple Intelligence roles.
ByteDance
TikTok/Doubao AI roles; parent corporate slug.
Character.AI
Consumer AI chat product employer.
Accenture
Large AI services and GenAI practice employer.
Airbnb
Search ranking + pricing ML AI roles.
AMD
AI accelerator + ROCm ML software roles.
Autodesk
Design/generative AI for CAD product roles.
Perplexity
AI-powered search engine, the canonical production RAG product.
Bain & Company
Bain AI consulting practice.
Anyscale
Ray distributed ML platform employer.
BCG
BCG X / Gamma AI consulting practice.
Canva
Magic Studio generative AI product roles.
Cerebras
Wafer-scale AI training hardware employer.
Anduril
Defense AI + autonomy employer.
Capgemini
Global consulting with GenAI practice.
Citadel
Quant ML + AI research roles.
Cloudflare
Workers AI + edge inference product roles.
Copy.ai
Marketing copy generative AI employer.
ElevenLabs
Voice AI synthesis product employer.
DeepSeek
Open-weight frontier lab; high candidate interest.
Glean
Enterprise AI search product employer.
Harvey
Legal generative AI product employer.
Coinbase
Fraud ML + crypto AI product roles.
Deloitte
Big Four consulting with AI practice.
Descript
AI audio/video editing product employer.
DoorDash
Logistics ML + recommendation AI roles.
EY
Big Four consulting with AI practice.
CoreWeave
GPU cloud for AI training/inference.
Groq
LPU inference hardware + cloud employer.
Goldman Sachs
Quant + AI engineering in finance.
Figure AI
Humanoid robotics + foundation models employer.
Elastic
Elasticsearch vector search + RAG roles.
Datadog
LLM observability + Bits AI product roles.
Hebbia
AI document intelligence product employer.
Inflection AI
Pi assistant lab; Microsoft partnership hiring.
Jasper
Marketing generative AI product employer.
Midjourney
Image generation product employer.
MongoDB
Vector search + Atlas AI feature hiring.
Notion
Notion AI product engineering roles.
Intel
Gaudi AI accelerators + software ML roles.
Intuit
Intuit Assist + TurboTax AI product roles.
Jane Street
Quant + ML research engineering roles.
JPMorgan Chase
LLM Suite + finance AI engineering roles.
Lambda
GPU cloud + hardware for AI workloads.
Neo4j
GraphRAG + knowledge graph AI roles.
Jump Trading
Quant ML + HFT AI research roles.
KPMG
Big Four consulting with AI practice.
Microsoft-owned; feed ranking + GenAI roles.
McKinsey
QuantumBlack AI practice under parent slug.
Netflix
Recommendation + content ML AI roles.
Oracle
OCI AI + database AI feature hiring.
SambaNova
AI hardware + enterprise model platform.
Visual search + recommendation ML roles.
PwC
Big Four consulting with AI practice.
Palantir
AIP platform + forward-deployed AI roles.
Shield AI
Autonomous aircraft AI employer.
Runway
Video generative AI product employer.
Redis
Vector search + AI cache layer employer.
Replicate
Model hosting/inference platform employer.
Siemens
Industrial AI + digital twin ML roles.
Robinhood
Fintech ML + AI product roles.
SAP
Joule AI copilot + enterprise ML roles.
Sierra
Conversational AI agent product employer.
ServiceNow
Now Assist GenAI + workflow AI roles.
Shopify
Sidekick AI + commerce ML roles.
Roblox
Generative AI for UGC + moderation ML roles.
Snap
My AI + AR/computer vision ML roles.
Snowflake
Data cloud with Cortex AI product hiring.
Typeface
Enterprise brand generative AI employer.
xAI
Frontier lab; Grok-class models.
Spotify
Recommendation + audio ML AI roles.
Stripe
Fraud ML + LLM product engineering roles.
Two Sigma
Quant + ML research employer.
Cursor
AI-first code editor; agent-driven coding workflows.
Stability AI
Open image/video generative AI employer.
Uber
Michelangelo ML platform + autonomy roles.
Synthesia
AI video avatar product employer.
Tesla
Autopilot/FSD + Optimus AI roles.
Unity
Sentis + Muse AI for games/engine roles.
Workday
HR/finance AI copilot product roles.
Writer
Enterprise generative AI platform employer.
IBM
watsonx + Granite model stack employer.
Salesforce
Einstein AI + Agentforce product hiring.
Indian AI / GenAI
44Kore.ai
Enterprise conversational AI platform.
AI4Bharat
Promote; IIT Madras Indic AI research org with hiring.
Krutrim
Promote; Ola Krutrim Indic LLM employer.
CRED
Indian fintech with ML product roles.
Zepto
Indian quick-commerce with ML roles.
Droom
Indian auto marketplace with ML roles.
Induced AI
Indian browser agent automation employer.
Locus
Indian logistics AI optimization employer.
Mphasis
Indian IT services with AI/GenAI practice.
Mu Sigma
Indian decision sciences + analytics AI.
Niki.ai
Indian conversational commerce AI.
Nykaa
Indian e-commerce with recommendation ML.
Paytm
Indian fintech with ML/fraud AI roles.
ShareChat
Indian social platform with ML roles.
Sigmoid
Indian data engineering + AI consulting.
Tech Mahindra
Indian IT services with AI practice.
Turing
Remote AI engineer talent platform.
Lyzr
Lyzr, enterprise agent framework (DSPy-influenced) with prompt management and safety guardrails.
Sarvam AI
Indian AI startup building foundation models for Indian languages.
Cognizant
Indian-origin IT services with AI practice.
Flipkart
Indian e-commerce with search/rec ML roles.
Freshworks
Indian SaaS with Freddy AI product roles.
Gnani.ai
Indian voice AI + speech NLP employer.
Fractal Analytics
Indian AI/analytics consulting employer.
Haptik
Indian conversational AI platform (Jio).
HCLTech
Indian IT services with AI/GenAI practice.
Observe.AI
Contact center AI with India engineering.
Infosys
Indian IT services with Topaz AI platform.
Meesho
Indian e-commerce with ML/AI roles.
LTIMindtree
Indian IT services with AI/GenAI practice.
Ola
Indian mobility + Krutrim parent; ML roles.
Persistent Systems
Indian product engineering with AI focus.
PhonePe
Indian fintech with ML/fraud AI roles.
Razorpay
Indian fintech with ML product roles.
Reliance Jio
Indian telecom with JioBrain AI platform.
Rephrase.ai
Indian video generative AI employer.
Swiggy
Indian delivery platform with ML roles.
Tata Digital
Tata super-app with ML/AI product roles.
TCS
Indian IT services with AI/GenAI practice.
Yellow.ai
Indian conversational AI platform employer.
Vernacular.ai
Indian voice AI for banking/enterprise.
Wipro
Indian IT services with AI practice.
Zoho
Indian SaaS with Zia AI assistant roles.
Uniphore
Indian-origin conversational AI platform.