{
  "app": {
    "name": "Mokabla",
    "url": "https://www.mokabla.com",
    "description": "Real interview questions from companies in Egypt, organised by company. Access is sold per company for 30 days."
  },
  "page": {
    "kind": "company",
    "title": "Company · etisalat",
    "humanPath": "/en/c/etisalat",
    "humanOnly": false
  },
  "identity": {
    "class": "declared",
    "agent": "ClaudeBot",
    "operator": "Anthropic",
    "verified": false,
    "reason": "The user agent is ClaudeBot (Anthropic), which identifies itself as an AI agent.",
    "signals": [
      "Known agent user agent"
    ],
    "claimable": false
  },
  "state": {
    "company": {
      "slug": "etisalat",
      "name_en": "e& Egypt (Etisalat)",
      "name_ar": "اتصالات",
      "kind": "multinational",
      "tier": 2,
      "question_count": 13,
      "last_reported_at": "2026-11-02T23:50:39.546884Z",
      "url": "https://www.mokabla.com/en/c/etisalat",
      "agent": {
        "page": "https://www.mokabla.com/agent/en/c/etisalat",
        "questions": "https://www.mokabla.com/agent/_call/list_questions?company=etisalat",
        "company": "https://www.mokabla.com/agent/_call/get_company?company=etisalat"
      },
      "website": "https://www.eand.com.eg",
      "facets": {
        "domain": [
          {
            "slug": "fundamentals",
            "name_en": "CS Fundamentals",
            "name_ar": "أساسيات كمبيوتر ساينس",
            "kind": "domain",
            "count": 5
          },
          {
            "slug": "sql",
            "name_en": "SQL",
            "name_ar": "SQL وقواعد البيانات",
            "kind": "domain",
            "count": 4
          },
          {
            "slug": "data",
            "name_en": "Data",
            "name_ar": "بيانات",
            "kind": "domain",
            "count": 3
          },
          {
            "slug": "ml",
            "name_en": "Machine Learning",
            "name_ar": "تعلم الآلة",
            "kind": "domain",
            "count": 3
          },
          {
            "slug": "system-design",
            "name_en": "System Design",
            "name_ar": "تصميم الأنظمة",
            "kind": "domain",
            "count": 2
          },
          {
            "slug": "behavioral",
            "name_en": "Behavioral",
            "name_ar": "أسئلة سلوكية",
            "kind": "domain",
            "count": 2
          },
          {
            "slug": "security",
            "name_en": "Security",
            "name_ar": "أمن المعلومات",
            "kind": "domain",
            "count": 2
          },
          {
            "slug": "business",
            "name_en": "Business & Ops",
            "name_ar": "بيزنس وأوبريشنز",
            "kind": "domain",
            "count": 2
          },
          {
            "slug": "oop-design",
            "name_en": "OOP Design",
            "name_ar": "التصميم الكائني",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "algorithms-theory",
            "name_en": "Algorithms Theory",
            "name_ar": "نظرية الخوارزميات",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "product",
            "name_en": "Product",
            "name_ar": "برودكت",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "design",
            "name_en": "Design & UX",
            "name_ar": "ديزاين و UX",
            "kind": "domain",
            "count": 1
          }
        ],
        "stage": [
          {
            "slug": "technical",
            "name_en": "Technical Interview",
            "name_ar": "انترفيو تقني",
            "kind": "stage",
            "count": 9
          },
          {
            "slug": "take-home",
            "name_en": "Take-home Task",
            "name_ar": "تاسك في البيت",
            "kind": "stage",
            "count": 2
          },
          {
            "slug": "oa",
            "name_en": "Online Assessment",
            "name_ar": "اختبار أونلاين",
            "kind": "stage",
            "count": 1
          },
          {
            "slug": "hr",
            "name_en": "HR Interview",
            "name_ar": "انترفيو HR",
            "kind": "stage",
            "count": 1
          }
        ],
        "role": [
          {
            "slug": "swe",
            "name_en": "Software Engineer",
            "name_ar": "مهندس برمجيات",
            "kind": "role",
            "count": 5
          },
          {
            "slug": "backend",
            "name_en": "Backend Engineer",
            "name_ar": "مهندس باك إند",
            "kind": "role",
            "count": 3
          },
          {
            "slug": "data-sci",
            "name_en": "Data Scientist",
            "name_ar": "عالم بيانات",
            "kind": "role",
            "count": 2
          },
          {
            "slug": "qa",
            "name_en": "QA Engineer",
            "name_ar": "مهندس اختبار",
            "kind": "role",
            "count": 2
          },
          {
            "slug": "role-ml",
            "name_en": "ML Engineer",
            "name_ar": "مهندس تعلم آلة",
            "kind": "role",
            "count": 2
          },
          {
            "slug": "general",
            "name_en": "Associate / General",
            "name_ar": "أسوشييت وأدوار عامة",
            "kind": "role",
            "count": 2
          },
          {
            "slug": "product-designer",
            "name_en": "Product Designer",
            "name_ar": "برودكت ديزاينر",
            "kind": "role",
            "count": 1
          }
        ]
      }
    },
    "questions": [
      {
        "slug": "it-specialist-and-operations-interviews",
        "title": "IT Specialist and Operations Interviews",
        "difficulty": "easy",
        "tags": [
          "sql",
          "technical",
          "fundamentals",
          "general"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2024-04-19T21:37:56.727239Z",
        "url": "https://www.mokabla.com/en/c/etisalat/it-specialist-and-operations-interviews",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/it-specialist-and-operations-interviews",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=it-specialist-and-operations-interviews"
        }
      },
      {
        "slug": "problem-solving-and-data-structures-round",
        "title": "Problem Solving and Data Structures Round",
        "difficulty": "medium",
        "tags": [
          "sql",
          "oop-design",
          "algorithms-theory",
          "technical",
          "swe",
          "backend"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2024-02-21T22:37:55.836983Z",
        "url": "https://www.mokabla.com/en/c/etisalat/problem-solving-and-data-structures-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/problem-solving-and-data-structures-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=problem-solving-and-data-structures-round"
        }
      },
      {
        "slug": "ux-and-product-design-interview",
        "title": "UX and Product Design Interview",
        "difficulty": "medium",
        "tags": [
          "technical",
          "product",
          "design",
          "product-designer"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.667,
        "last_reported_at": "2023-11-02T13:37:57.216052Z",
        "url": "https://www.mokabla.com/en/c/etisalat/ux-and-product-design-interview",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/ux-and-product-design-interview",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=ux-and-product-design-interview"
        }
      },
      {
        "slug": "junior-solutions-engineer-english-interview",
        "title": "Junior Solutions Engineer English Interview",
        "difficulty": "easy",
        "tags": [
          "behavioral",
          "hr",
          "swe",
          "business"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.667,
        "last_reported_at": "2023-08-10T12:37:56.969685Z",
        "url": "https://www.mokabla.com/en/c/etisalat/junior-solutions-engineer-english-interview",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/junior-solutions-engineer-english-interview",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=junior-solutions-engineer-english-interview"
        }
      },
      {
        "slug": "what-is-the-difference-between-view-and-materialized-view",
        "title": "what is the difference between view and materialized view",
        "difficulty": "easy",
        "tags": [
          "technical",
          "swe",
          "fundamentals"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.333,
        "last_reported_at": "2026-11-02T23:50:39.546884Z",
        "url": "https://www.mokabla.com/en/c/etisalat/what-is-the-difference-between-view-and-materialized-view",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/what-is-the-difference-between-view-and-materialized-view",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=what-is-the-difference-between-view-and-materialized-view"
        }
      },
      {
        "slug": "agentic-rag-plans-assistant",
        "title": "Agentic RAG Plans Assistant",
        "difficulty": "hard",
        "tags": [
          "data",
          "ml",
          "role-ml",
          "take-home"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.333,
        "last_reported_at": "2026-09-20T19:37:54.879340Z",
        "url": "https://www.mokabla.com/en/c/etisalat/agentic-rag-plans-assistant",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/agentic-rag-plans-assistant",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=agentic-rag-plans-assistant"
        }
      },
      {
        "slug": "churn-prediction-chatbot-poc",
        "title": "Churn Prediction Chatbot PoC",
        "difficulty": "hard",
        "tags": [
          "system-design",
          "data",
          "ml",
          "data-sci",
          "role-ml",
          "take-home"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.333,
        "last_reported_at": "2026-09-12T19:37:54.409162Z",
        "url": "https://www.mokabla.com/en/c/etisalat/churn-prediction-chatbot-poc",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/churn-prediction-chatbot-poc",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=churn-prediction-chatbot-poc"
        }
      },
      {
        "slug": "rest-api-design-and-security",
        "title": "REST API Design and Security",
        "difficulty": "medium",
        "tags": [
          "system-design",
          "security",
          "technical",
          "swe",
          "backend"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.333,
        "last_reported_at": "2025-06-11T14:37:55.131035Z",
        "url": "https://www.mokabla.com/en/c/etisalat/rest-api-design-and-security",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/rest-api-design-and-security",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=rest-api-design-and-security"
        }
      },
      {
        "slug": "java-spring-boot-screen",
        "title": "Java and Spring Boot Screen",
        "difficulty": "medium",
        "tags": [
          "sql",
          "technical",
          "swe",
          "backend",
          "fundamentals"
        ],
        "is_free": true,
        "locked": false,
        "frequency": 0.333,
        "last_reported_at": "2025-05-05T10:12:49.215173Z",
        "url": "https://www.mokabla.com/en/c/etisalat/java-spring-boot-screen",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/java-spring-boot-screen",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=java-spring-boot-screen"
        }
      },
      {
        "slug": "it-governance-experience-interviews",
        "title": "IT Governance Experience Interviews",
        "difficulty": "easy",
        "tags": [
          "behavioral",
          "security",
          "technical",
          "business",
          "general"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.333,
        "last_reported_at": "2025-02-04T16:37:55.595342Z",
        "url": "https://www.mokabla.com/en/c/etisalat/it-governance-experience-interviews",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/it-governance-experience-interviews",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=it-governance-experience-interviews"
        }
      },
      {
        "slug": "sql-linux-testing-exam",
        "title": "SQL, Linux and Testing Exam",
        "difficulty": "easy",
        "tags": [
          "sql",
          "oa",
          "qa",
          "fundamentals"
        ],
        "is_free": true,
        "locked": false,
        "frequency": 0.333,
        "last_reported_at": "2025-01-07T15:12:49.792213Z",
        "url": "https://www.mokabla.com/en/c/etisalat/sql-linux-testing-exam",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/sql-linux-testing-exam",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=sql-linux-testing-exam"
        }
      },
      {
        "slug": "qa-use-case-comparison",
        "title": "QA Use Case Comparison",
        "difficulty": "easy",
        "tags": [
          "technical",
          "qa",
          "fundamentals"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.333,
        "last_reported_at": "2024-03-04T22:37:56.158104Z",
        "url": "https://www.mokabla.com/en/c/etisalat/qa-use-case-comparison",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/qa-use-case-comparison",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=qa-use-case-comparison"
        }
      },
      {
        "slug": "data-scientist-statistics-round",
        "title": "Data Scientist Statistics Round",
        "difficulty": "medium",
        "tags": [
          "data",
          "ml",
          "technical",
          "data-sci"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.333,
        "last_reported_at": "2023-07-06T20:37:56.476730Z",
        "url": "https://www.mokabla.com/en/c/etisalat/data-scientist-statistics-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/etisalat/data-scientist-statistics-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=data-scientist-statistics-round"
        }
      }
    ],
    "total_questions": 13,
    "access": "Question bodies are paid content: a person buys 30 days of access per company (200 EGP or 200 points) in the human app. Agents get titles, tags and difficulty; bodies only for free questions."
  },
  "actions": [
    {
      "name": "list_questions",
      "description": "The questions reported at a company: titles, tags, difficulty, whether each is free or paid.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {
        "company": "string",
        "page": "number?"
      },
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=etisalat",
      "ready": true,
      "missing": []
    },
    {
      "name": "get_question",
      "description": "One question with its body. Bodies are paid content unless the question is free.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {
        "company": "string",
        "question": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat",
      "ready": false,
      "missing": [
        "question"
      ],
      "humanPath": "https://www.mokabla.com/en/pricing"
    },
    {
      "name": "get_company",
      "description": "One company: names, kind, tier, counts, facets.",
      "permission": "allow",
      "sideEffect": "read",
      "input": {
        "company": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/get_company?company=etisalat",
      "ready": true,
      "missing": []
    },
    {
      "name": "buy_access",
      "description": "Buy 30 days of access to a company.",
      "permission": "block",
      "reason": "This action is for people only",
      "ruleId": "R1",
      "sideEffect": "payment",
      "input": {
        "company": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/buy_access?company=etisalat",
      "ready": true,
      "missing": [],
      "humanPath": "https://www.mokabla.com/en/pricing"
    },
    {
      "name": "submit_question",
      "description": "Report a question you were asked in an interview.",
      "permission": "block",
      "reason": "This action is for people only",
      "ruleId": "R1",
      "sideEffect": "write",
      "input": {
        "company": "string",
        "title": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/submit_question?company=etisalat",
      "ready": false,
      "missing": [
        "title"
      ],
      "humanPath": "https://www.mokabla.com/en/contribute/new"
    }
  ],
  "navigate": [
    {
      "label": "This company's questions, as data",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=etisalat"
    },
    {
      "label": "Next page of questions",
      "href": "https://www.mokabla.com/agent/_call/list_questions?company=etisalat&page=2"
    },
    {
      "label": "Back to all companies",
      "href": "https://www.mokabla.com/agent/en/companies"
    },
    {
      "label": "e& Egypt (Etisalat) · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat"
    },
    {
      "label": "e& Egypt (Etisalat) · company",
      "href": "https://www.mokabla.com/agent/_call/get_company?company=etisalat"
    },
    {
      "label": "IT Specialist and Operations Interviews · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/it-specialist-and-operations-interviews"
    },
    {
      "label": "IT Specialist and Operations Interviews · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=it-specialist-and-operations-interviews"
    },
    {
      "label": "Problem Solving and Data Structures Round · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/problem-solving-and-data-structures-round"
    },
    {
      "label": "Problem Solving and Data Structures Round · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=problem-solving-and-data-structures-round"
    },
    {
      "label": "UX and Product Design Interview · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/ux-and-product-design-interview"
    },
    {
      "label": "UX and Product Design Interview · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=ux-and-product-design-interview"
    },
    {
      "label": "Junior Solutions Engineer English Interview · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/junior-solutions-engineer-english-interview"
    },
    {
      "label": "Junior Solutions Engineer English Interview · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=junior-solutions-engineer-english-interview"
    },
    {
      "label": "what is the difference between view and materialized view · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/what-is-the-difference-between-view-and-materialized-view"
    },
    {
      "label": "what is the difference between view and materialized view · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=what-is-the-difference-between-view-and-materialized-view"
    },
    {
      "label": "Agentic RAG Plans Assistant · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/agentic-rag-plans-assistant"
    },
    {
      "label": "Agentic RAG Plans Assistant · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=agentic-rag-plans-assistant"
    },
    {
      "label": "Churn Prediction Chatbot PoC · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/churn-prediction-chatbot-poc"
    },
    {
      "label": "Churn Prediction Chatbot PoC · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=churn-prediction-chatbot-poc"
    },
    {
      "label": "REST API Design and Security · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/rest-api-design-and-security"
    },
    {
      "label": "REST API Design and Security · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=rest-api-design-and-security"
    },
    {
      "label": "Java and Spring Boot Screen · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/java-spring-boot-screen"
    },
    {
      "label": "Java and Spring Boot Screen · question",
      "href": "https://www.mokabla.com/agent/_call/get_question?company=etisalat&question=java-spring-boot-screen"
    },
    {
      "label": "IT Governance Experience Interviews · page",
      "href": "https://www.mokabla.com/agent/en/c/etisalat/it-governance-experience-interviews"
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