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#	Guide Title	Domain	Roles Covered	Status	Visits	Open
01	🧠 AI Researcher Recruiter Guide Research-heavy AI roles, hiring signals, interview focus, and keyword mapping.	AI / ML	Research roles	Live	264	Open ->
02	🤖 AI Engineering Roles Guide AI engineer families, stack expectations, and screening notes for implementation roles.	AI / ML	Engineering roles	Live	374	Open ->
03	⚖️ AI Engineer vs Researcher Side-by-side role comparison for sourcing, screening, and manager calibration.	AI / ML	Comparison guide	Live	333	Open ->
04	🧪 Applied AI Recruiter Reference Guide Applied AI delivery roles, product-facing AI hiring, and practical evaluation notes.	AI / ML	Applied AI roles	Live	192	Open ->
05	☁️ Cloud Technologies Guide AWS, Azure, GCP, cloud infrastructure patterns, and related engineering roles.	Cloud	Cloud roles	Live	182	Open ->
06	📊 Data Engineer vs Data Scientist Clear separation of data platform vs analytical roles for recruiter conversations.	Data	Data roles	Live	227	Open ->
07	☕ Full-Stack Java Guide Java, Spring Boot, microservices, frontend/backend integration, and hiring signals.	Engineering	Java roles	Live	197	Open ->
08	🔐 IAM Guide Identity and access management stacks, vendors, and specialist security hiring cues.	Security	IAM roles	Live	308	Open ->
09	🪟 Microsoft Stack Guide .NET, Azure, Power Platform, and the broader Microsoft engineering ecosystem.	Microsoft	Microsoft roles	Live	177	Open ->
10	🌐 Networking Guide Networking concepts, platform vocabulary, and infrastructure hiring markers.	Networking	Network roles	Live	205	Open ->
11	🐍 Python Full-Stack Guide Python, Django/FastAPI, APIs, and production-oriented full-stack recruiter notes.	Engineering	Python roles	Live	188	Open ->
12	📈 Quant Trading Recruiter Guide Quant trading roles, market vocabulary, firm types, screening cues, and learning resources.	Finance	Quant roles	Live	946	Open ->
13	🎯 Product Development Recruiter Guide Product managers, UX research, design, product operations, and software product delivery roles.	Product	Product roles	Live	281	Open ->
14	🏢 SAP Recruiter Guide SAP functional, technical, Basis, ABAP, S/4HANA, and enterprise implementation hiring cues.	Enterprise	SAP roles	Live	187	Open ->
15	☁️ Google Cloud Recruiter Guide Google Cloud services, GCP roles, cloud engineering signals, certifications, and sourcing cues.	Google Cloud	GCP roles	Live	218	Open ->
16	🔷 Azure Recruiter Guide Microsoft Azure services, cloud roles, infrastructure, data, AI, security, and hiring signals.	Azure	Azure roles	Live	200	Open ->
17	🟧 AWS Recruiter Guide AWS services, cloud architecture roles, DevOps, data, AI, security, certifications, and screening cues.	AWS	AWS roles	Live	254	Open ->
18	🖥️ Virtualization Recruiter Guide Virtual machines, hypervisors, VMware, Hyper-V, Nutanix, Proxmox, VDI, and infrastructure hiring cues.	Infrastructure	Virtualization roles	Live	169	Open ->

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