Mycareerstuture Job Scraper

Mycareersfuture Singapore Job Scraper

Extract structured job postings directly from MyCareersFuture Singapore (mycareersfuture.gov.sg), the official government job portal under Workforce Singapore (WSG).

Extract detailed salary ranges, employer UEN numbers, required skill tags, postal codes, and regional district mappings across Singapore's labor market.

🔹 Features

Complete Salary & Range Breakdown: Extract transparent minimum and maximum monthly salary ranges, payment structures (Monthly, Hourly), and salary visibility flags.

Singapore-Specific Location Data: Capture full building addresses, postal codes, precise map coordinates (lat, lng), and Singapore regional district mappings (e.g., D13 Macpherson, Braddell).

Employer & Recruitment Agency Context: Retrieve Unique Entity Numbers (UEN), agency posting disclosures (isPostedOnBehalf), responsive employer badges, and corporate logo URLs.

Granular Skill Tagging: Extract taxonomy skill tags mapped by MCF (e.g., Classroom Management, Social Inclusion, Storytelling) for role-specific skill auditing.

Government Job Schemes & Status: Track active posting status (Open), employment types (Permanent, Contract), and position seniority levels (Junior Executive, Manager).

🔹 Use Cases

Singapore Talent Market Analytics: Analyze wage benchmarks, salary transparency distributions, and skills demand across government-registered Singapore enterprises.

Corporate UEN & Hiring Audit: Cross-reference corporate UEN numbers to map hiring volumes, recruitment agency usage, and employer expansion plans in Singapore.

Job Aggregation & Niche Portals: Automatically sync government-vetted Singapore openings to specialized regional job boards and alert systems.

Workplace Trends Tracking: Monitor flexible work arrangement offerings (flexibleWorkArrangements) and government workforce scheme adoption across industry sectors.

OUTPUT

{
  "uuid": "002557e1db6aa41a491715c03f23f489",
  "score": 0.36238892277916696,
  "title_match_score": 0,
  "job_role_score": 0,
  "company_match_score": 0,
  "skills_match_score": 0,
  "recency_score": 1.080712,
  "metadata": {
    "jobPostId": "MCF-2026-1459943",
    "updatedAt": "2026-08-22T04:32:26",
    "newPostingDate": "2026-08-22",
    "totalNumberJobApplication": 0,
    "isPostedOnBehalf": false,
    "isHideSalary": false,
    "isHideHiringEmployerName": false,
    "jobDetailsUrl": "https://www.mycareersfuture.gov.sg/job/education-training/preschool-teacher-aceyl2-basic-4500islandwide-staffking-002557e1db6aa41a491715c03f23f489"
  },
  "address": {
    "overseasCountry": null,
    "foreignAddress1": null,
    "foreignAddress2": null,
    "block": "31",
    "street": "HARRISON ROAD",
    "floor": null,
    "unit": null,
    "building": "FOOD EMPIRE BUILDING",
    "postalCode": "369649",
    "isOverseas": false,
    "districts": [
      {
        "id": 13,
        "location": "D13 Macpherson, Braddell",
        "region": "Central",
        "sectors": [
          "34",
          "35",
          "36",
          "37"
        ],
        "regionId": "Central"
      }
    ],
    "lat": 1.33681385800501,
    "lng": 103.885210427158
  },
  "hiringCompany": null,
  "positionLevels": [
    {
      "id": 10,
      "position": "Junior Executive"
    }
  ],
  "schemes": [],
  "flexibleWorkArrangements": [],
  "salary": {
    "minimum": 3500,
    "maximum": 4500,
    "type": {
      "salaryType": "Monthly"
    }
  },
  "postedCompany": {
    "uen": "202033691E",
    "name": "STAFFKING PTE. LTD.",
    "logoFileName": "4e8131d04f469381f184657d448ce456/staffking.jpg",
    "logoUploadPath": "https://static.mycareersfuture.gov.sg/images/company/logos/4e8131d04f469381f184657d448ce456/staffking.jpg",
    "responsiveEmployer": {
      "isResponsive": true
    }
  },
  "skills": [
    {
      "skill": "Social Skills",
      "uuid": "0f5108db13c79f1bbd4fbc6ed3e101f3"
    },
    {
      "skill": "Certifications",
      "uuid": "13e637fe96062929286b911c16b3c2df"
    },
    {
      "skill": "Security",
      "uuid": "2fae32629d4ef4fc6341f1751b405e45"
    },
    {
      "skill": "Social Inclusion",
      "uuid": "306edb29afc75aa3c545f2a0d226e304"
    },
    {
      "skill": "Classroom Management",
      "uuid": "444d06ef756650f524f7fc8a7f13e0a0"
    },
    {
      "skill": "Computer Games",
      "uuid": "49fbeb68a39990d1a17aa491ed789f58"
    },
    {
      "skill": "Delivering Lessons",
      "uuid": "54ad53bfe9d8a304cf8411bb186967c6"
    },
    {
      "skill": "Culture",
      "uuid": "6926f2fd88f899a22a561f0e808aa8a9"
    },
    {
      "skill": "Portfolio Accounting",
      "uuid": "9f89d303987c918b74fbeea3c37fffec"
    },
    {
      "skill": "Classroom Management and Guidance of Children's Behaviour",
      "uuid": "a6749b152d9aea87d22ec1e19bfbd507"
    },
    {
      "skill": "Providing Quality Education",
      "uuid": "ae9a2b660b6272adedd5965945ab6049"
    },
    {
      "skill": "educational methods",
      "uuid": "cfff922f473d8d81eabf5ae49b846944"
    },
    {
      "skill": "Storytelling",
      "uuid": "d4ccb502776c96b2c114f3ec5d0c1599"
    },
    {
      "skill": "Assistant Teaching",
      "uuid": "da303a0d831f46592b7889769284651a"
    },
    {
      "skill": "Tidying up",
      "uuid": "deff1e313ad9ef124013ba3b7e9090d0"
    },
    {
      "skill": "Space Management",
      "uuid": "f1237b6a26766f22ca8013151e94a3e8"
    }
  ],
  "employmentTypes": [
    {
      "id": 7,
      "employmentType": "Permanent"
    }
  ],
  "categories": [
    {
      "id": 10,
      "category": "Education and Training"
    }
  ],
  "shiftPattern": null,
  "title": "Preschool Teacher [ACEY/L2] -Basic up to $4500/Islandwide",
  "status": {
    "id": "102",
    "jobStatus": "Open"
  },
  "retriever_score": 0
}

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