{
  "batch": "1929-carpet-cleaner-how-to-start",
  "articles": [
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_001",
      "category": "Getting Started",
      "title": "Carpet cleaner beginner start: minimum age and first job timing",
      "summary": "BLS OOH states janitors and building cleaners typically do not need formal education; most learn on the job with short-term on-the-job training",
      "body": "BLS OOH states janitors and building cleaners typically do not need formal education; most learn on the job with short-term on-the-job training\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Janitors and building cleaners typically do not need formal education to enter the occupation. However, some employers may require or prefer that workers have a high school diploma or equivalent. Most janitors and building cleaners learn on the job.”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/building-and-grounds-cleaning/janitors-and-building-cleaners.htm",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Janitors and building cleaners typically do not need formal education to enter the occupation. However, some employers may require or prefer that workers have a high school diploma or equivalent. Most janitors and building cleaners learn on the job.",
      "volatility": "low",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "minimum age and first job timing",
      "tags": {
        "lane": "feet_parts",
        "stage": "setting_up",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.payout",
          "access.signup"
        ],
        "explicitness": "none_on_camera"
      }
    },
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_002",
      "category": "Getting Started",
      "title": "Carpet cleaner beginner start: skills and certification required",
      "summary": "O*NET states pest control workers (SOC 37-2021) require state training, local training, and certifications including state licenses for pesticide application",
      "body": "O*NET states pest control workers (SOC 37-2021) require state training, local training, and certifications including state licenses for pesticide application\n\nWhat U.S. Department of Labor / Employment and Training Administration actually says:\n\n“State training Local training Certifications State licenses”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2021.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor / Employment and Training Administration",
      "evidence_quote": "State training Local training Certifications State licenses",
      "volatility": "medium",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "skills and certification required",
      "tags": {
        "lane": "feet_parts",
        "stage": "setting_up",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees",
          "access.id"
        ],
        "explicitness": "none_on_camera"
      }
    },
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_003",
      "category": "Getting Started",
      "title": "Carpet cleaner beginner start: equipment cost and setup",
      "summary": "O*NET reports pest control workers need calibration equipment, application equipment, and safety gear as part of on-the-job training requirements",
      "body": "O*NET reports pest control workers need calibration equipment, application equipment, and safety gear as part of on-the-job training requirements\n\nWhat U.S. Department of Labor / Employment and Training Administration actually says:\n\n“Operating Vehicles, Mechanized Devices, or Equipment Running maneuvering navigating or driving vehicles or mechanized equipment such as forklifts passenger vehicles aircraft or watercraft”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2021.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor / Employment and Training Administration",
      "evidence_quote": "Operating Vehicles, Mechanized Devices, or Equipment Running maneuvering navigating or driving vehicles or mechanized equipment such as forklifts passenger vehicles aircraft or watercraft",
      "volatility": "medium",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "equipment cost and setup",
      "tags": {
        "lane": "feet_parts",
        "stage": "setting_up",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "craft.studio",
          "money.payout"
        ],
        "explicitness": "none_on_camera"
      }
    },
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_004",
      "category": "Getting Started",
      "title": "Carpet cleaner beginner start: first paid job timing",
      "summary": "BLS OOH projects 321,800 annual openings for janitors and building cleaners 2025-35 due to replacement needs; employment growth 2 percent slower than average",
      "body": "BLS OOH projects 321,800 annual openings for janitors and building cleaners 2025-35 due to replacement needs; employment growth 2 percent slower than average\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Despite limited employment growth, about 321,800 openings for janitors and building cleaners are projected each year, on average, over the decade. Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force such as to retire.”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/building-and-grounds-cleaning/janitors-and-building-cleaners.htm",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Despite limited employment growth, about 321,800 openings for janitors and building cleaners are projected each year, on average, over the decade. Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force such as to retire.",
      "volatility": "low",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "first paid job timing",
      "tags": {
        "lane": "any",
        "stage": "first_month",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.payout"
        ],
        "explicitness": "none_on_camera"
      }
    },
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_005",
      "category": "Getting Started",
      "title": "Carpet cleaner beginner start: median annual wage",
      "summary": "BLS OOH reports median annual wage for janitors and building cleaners was $36,840 per year ($17.71 per hour) in May 2025",
      "body": "BLS OOH reports median annual wage for janitors and building cleaners was $36,840 per year ($17.71 per hour) in May 2025\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“2025 Median Pay $36,840 per year $17.71 per hour”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/building-and-grounds-cleaning/janitors-and-building-cleaners.htm",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "2025 Median Pay $36,840 per year $17.71 per hour",
      "volatility": "low",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "median annual wage",
      "tags": {
        "lane": "any",
        "stage": "setting_up",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.payout",
          "money.pricing"
        ],
        "explicitness": "none_on_camera"
      }
    },
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_006",
      "category": "Getting Started",
      "title": "Carpet cleaner beginner start: education requirements",
      "summary": "BLS OOH states janitors and building cleaners typically do not need formal educational credential; some employers prefer high school diploma or equivalent",
      "body": "BLS OOH states janitors and building cleaners typically do not need formal educational credential; some employers prefer high school diploma or equivalent\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Typical Entry-Level Education No formal educational credential”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/building-and-grounds-cleaning/janitors-and-building-cleaners.htm",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Typical Entry-Level Education No formal educational credential",
      "volatility": "low",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "education requirements",
      "tags": {
        "lane": "any",
        "stage": "setting_up",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "access.signup",
          "access.id"
        ],
        "explicitness": "none_on_camera"
      }
    },
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_007",
      "category": "Getting Started",
      "title": "Carpet cleaner beginner start: license and certification requirements",
      "summary": "O*NET pest control workers section lists state licenses as required credential; apprenticeship opportunities include Exterminator Termite",
      "body": "O*NET pest control workers section lists state licenses as required credential; apprenticeship opportunities include Exterminator Termite\n\nWhat U.S. Department of Labor / Employment and Training Administration actually says:\n\n“State licenses Certifications State training Local training Apprenticeship Opportunities Example apprenticeship titles for this occupation: Exterminator Termite”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2021.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor / Employment and Training Administration",
      "evidence_quote": "State licenses Certifications State training Local training Apprenticeship Opportunities Example apprenticeship titles for this occupation: Exterminator Termite",
      "volatility": "medium",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "license and certification requirements",
      "tags": {
        "lane": "any",
        "stage": "trouble",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "rules.content",
          "money.fees"
        ],
        "explicitness": "none_on_camera"
      }
    },
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_008",
      "category": "Getting Started",
      "title": "Carpet cleaner beginner start: median wage for building cleaning workers all other",
      "summary": "BLS OOH Data for Occupations Not Covered in Detail reports Building Cleaning Workers All Other (SOC 37-2019) median annual wage $44,040 with no formal education required and short-term on-the-job training",
      "body": "BLS OOH Data for Occupations Not Covered in Detail reports Building Cleaning Workers All Other (SOC 37-2019) median annual wage $44,040 with no formal education required and short-term on-the-job training\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Building cleaning workers, all other 2025 employment: 18,600 May 2025 median annual wage: $44,040 Typical entry-level education: No formal educational credential Typical on-the-job training: Short-term on-the-job training”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Building cleaning workers, all other 2025 employment: 18,600 May 2025 median annual wage: $44,040 Typical entry-level education: No formal educational credential Typical on-the-job training: Short-term on-the-job training",
      "volatility": "low",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "median wage for building cleaning workers all other",
      "tags": {
        "lane": "any",
        "stage": "setting_up",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.payout",
          "access.signup"
        ],
        "explicitness": "none_on_camera"
      }
    },
    {
      "id": "learn_r1929_carpet_cleaner_how_to_start_1929_009",
      "category": "Getting Started",
      "title": "Carpet cleaner occupation not separately listed",
      "summary": "BLS OOH Data for Occupations Not Covered in Detail does not list carpet cleaner or floor cleaner as a separate occupation; they fall under Building Cleaning Workers All Other (37-2019) or Janitors and Building Cleaners (37-2011)",
      "body": "BLS OOH Data for Occupations Not Covered in Detail does not list carpet cleaner or floor cleaner as a separate occupation; they fall under Building Cleaning Workers All Other (37-2019) or Janitors and Building Cleaners (37-2011)\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Building and grounds cleaning and maintenance occupations [section contains] Maids and housekeeping cleaners (37-2012) Building cleaning workers, all other (37-2019)”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Building and grounds cleaning and maintenance occupations [section contains] Maids and housekeeping cleaners (37-2012) Building cleaning workers, all other (37-2019)",
      "volatility": "low",
      "from_batch": "1929-carpet-cleaner-how-to-start",
      "subject": "carpet cleaner beginner start",
      "topic": "carpet cleaner occupation not separately listed",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "access.signup",
          "access.geo"
        ],
        "explicitness": "none_on_camera"
      }
    }
  ]
}
