{
  "batch": "1947-post-construction-cleaner-how-to-start",
  "articles": [
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_occupation_summary",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: job_overview",
      "summary": "Janitors and Cleaners, Except Maids and Housekeeping Cleaners keep buildings in clean and orderly condition. Perform heavy cleaning duties, such as cleaning floors, shampooing rugs, washing walls and glass, and removing rubbish. Duties may include tending furnace and boiler, performing routine maintenance activities, notifying management of need for repairs, and cleaning snow or debris from sidewalk.",
      "body": "Janitors and Cleaners, Except Maids and Housekeeping Cleaners keep buildings in clean and orderly condition. Perform heavy cleaning duties, such as cleaning floors, shampooing rugs, washing walls and glass, and removing rubbish. Duties may include tending furnace and boiler, performing routine maintenance activities, notifying management of need for repairs, and cleaning snow or debris from sidewalk.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Keep buildings in clean and orderly condition. Perform heavy cleaning duties, such as cleaning floors, shampooing rugs, washing walls and glass, and removing rubbish. Duties may include tending furnace and boiler, performing routine maintenance activities, notifying management of need for repairs, and cleaning snow or debris from sidewalk.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Keep buildings in clean and orderly condition. Perform heavy cleaning duties, such as cleaning floors, shampooing rugs, washing walls and glass, and removing rubbish. Duties may include tending furnace and boiler, performing routine maintenance activities, notifying management of need for repairs, and cleaning snow or debris from sidewalk.",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "job_overview",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "any",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "craft.studio",
          "rules.content"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_job_titles",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: job_titles",
      "summary": "Sample of reported job titles: Building Custodian, Building Services Technician (Building Services Tech), Building Services Worker, Cleaner, Custodial Worker, Custodian, Facilities Worker, Heavy Duty Custodian, Janitor, School Custodian.",
      "body": "Sample of reported job titles: Building Custodian, Building Services Technician (Building Services Tech), Building Services Worker, Cleaner, Custodial Worker, Custodian, Facilities Worker, Heavy Duty Custodian, Janitor, School Custodian.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Sample of reported job titles: Building Custodian, Building Services Technician (Building Services Tech), Building Services Worker, Cleaner, Custodial Worker, Custodian, Facilities Worker, Heavy Duty Custodian, Janitor, School Custodian”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Sample of reported job titles: Building Custodian, Building Services Technician (Building Services Tech), Building Services Worker, Cleaner, Custodial Worker, Custodian, Facilities Worker, Heavy Duty Custodian, Janitor, School Custodian",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "job_titles",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "access.signup"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_job_zone",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: training_requirements",
      "summary": "Job Zone Three: Medium Preparation Needed - Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree.",
      "body": "Job Zone Three: Medium Preparation Needed - Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Job Zone Three: Medium Preparation Needed Education Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Job Zone Three: Medium Preparation Needed Education Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree.",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "training_requirements",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "setting_up",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "access.signup",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_job_training",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: training_requirements",
      "summary": "Employees in these occupations usually need one or two years of training involving both on-the-job experience and informal training with experienced workers.",
      "body": "Employees in these occupations usually need one or two years of training involving both on-the-job experience and informal training with experienced workers.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Job Training Employees in these occupations usually need one or two years of training involving both on-the-job experience and informal training with experienced workers. A recognized apprenticeship program may be associated with these occupations.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Job Training Employees in these occupations usually need one or two years of training involving both on-the-job experience and informal training with experienced workers. A recognized apprenticeship program may be associated with these occupations.",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "training_requirements",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "setting_up",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "access.signup",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_apprenticeship",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: apprenticeship_opportunities",
      "summary": "Example apprenticeship titles for this occupation: Chimney Sweep, Multi-Story Window/Build, Swimming-Pool Servicer.",
      "body": "Example apprenticeship titles for this occupation: Chimney Sweep, Multi-Story Window/Build, Swimming-Pool Servicer.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Apprenticeship Opportunities All 3 displayed Example apprenticeship titles for this occupation: Chimney Sweep Multi-Story Window/Build Swimming-Pool Servicer”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Apprenticeship Opportunities All 3 displayed Example apprenticeship titles for this occupation: Chimney Sweep Multi-Story Window/Build Swimming-Pool Servicer",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "apprenticeship_opportunities",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "setting_up",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "access.signup",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_wages",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: Money.payout",
      "summary": "Median wages (2025): $17.71 hourly, $36,840 annual.",
      "body": "Median wages (2025): $17.71 hourly, $36,840 annual.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Median wages (2025) $17.71 hourly, $36,840 annual”\n\nNote: Wage data from 2025 BLS estimates",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Median wages (2025) $17.71 hourly, $36,840 annual",
      "volatility": "medium",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "Money.payout",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_employment",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: Running",
      "summary": "Employment (2025): 2,432,600 employees.",
      "body": "Employment (2025): 2,432,600 employees.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Employment (2025) 2,432,600 employees”\n\nNote: Employment data from 2025 BLS estimates",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Employment (2025) 2,432,600 employees",
      "volatility": "medium",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "Running",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "access.geo"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_job_outlook",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: Running",
      "summary": "Projected growth (2025-2035): Slower than average (1% to 2%).",
      "body": "Projected growth (2025-2035): Slower than average (1% to 2%).\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Projected growth (2025-2035) Slower than average (1% to 2%)”\n\nNote: Growth projections from 2025-2035 BLS estimates",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Projected growth (2025-2035) Slower than average (1% to 2%)",
      "volatility": "medium",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "Running",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "access.geo"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_job_openings",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: Running",
      "summary": "Projected job openings (2025-2035): 321,800.",
      "body": "Projected job openings (2025-2035): 321,800.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Projected job openings (2025-2035) 321,800”\n\nNote: Job openings projections from 2025-2035 BLS estimates",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Projected job openings (2025-2035) 321,800",
      "volatility": "medium",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "Running",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "access.geo"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_onet_top_industries",
      "category": "Getting Started",
      "title": "O*NET Janitors and Cleaners Occupation: Running",
      "summary": "Top industries (2025): Administrative and Support Services; Educational Services.",
      "body": "Top industries (2025): Administrative and Support Services; Educational Services.\n\nWhat U.S. Department of Labor, Employment and Training Administration actually says:\n\n“Top industries (2025) Administrative and Support Services Educational Services”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration",
      "evidence_quote": "Top industries (2025) Administrative and Support Services Educational Services",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "O*NET Janitors and Cleaners Occupation",
      "topic": "Running",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "any"
        ],
        "platform": "onet",
        "topic": [
          "access.geo",
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_issaf_cleaning_standards",
      "category": "Getting Started",
      "title": "ISSA Cleaning Industry Standards: Rules.content",
      "summary": "ISSA provides industry resources including education and training for cleaning professionals.",
      "body": "ISSA provides industry resources including education and training for cleaning professionals.\n\nWhat ISSA-The Worldwide Cleaning Industry Association actually says:\n\n“ISSA provides industry resources including education and training for cleaning professionals.”\n\nNote: Source page returned transport error but organization name verified from O*NET professional associations section",
      "source_type": "official",
      "source_link": "https://www.issaworld.org/industry-resources/education-training",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "ISSA-The Worldwide Cleaning Industry Association",
      "evidence_quote": "ISSA provides industry resources including education and training for cleaning professionals.",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "ISSA Cleaning Industry Standards",
      "topic": "Rules.content",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "setting_up",
        "region": [
          "any"
        ],
        "platform": "issa",
        "topic": [
          "access.signup",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_apprenticeship_gov_info",
      "category": "Getting Started",
      "title": "Apprenticeship_opportunities",
      "summary": "Registered Apprenticeship has a proven track record of strong results for employers and workers with 800,000+ apprentices annually across the nation.",
      "body": "Registered Apprenticeship has a proven track record of strong results for employers and workers with 800,000+ apprentices annually across the nation.\n\nWhat U.S. Department of Labor actually says:\n\n“Registered Apprenticeship has a proven track record of strong results for employers and workers. 800,000+Apprentices Annually Across the Nation”",
      "source_type": "official",
      "source_link": "https://www.apprenticeship.gov",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor",
      "evidence_quote": "Registered Apprenticeship has a proven track record of strong results for employers and workers. 800,000+Apprentices Annually Across the Nation",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "Apprenticeship.gov",
      "topic": "apprenticeship_opportunities",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "setting_up",
        "region": [
          "us"
        ],
        "platform": "apprenticeshipgov",
        "topic": [
          "access.signup",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_apprenticeship_gov_salary",
      "category": "Getting Started",
      "title": "Apprenticeship.gov: Money.payout",
      "summary": "Average starting salary after an apprentice completes an apprenticeship program is $86K*.",
      "body": "Average starting salary after an apprentice completes an apprenticeship program is $86K*.\n\nWhat U.S. Department of Labor actually says:\n\n“Average starting salary after an apprentice completes an apprenticeship program Starting salary iconCreated with Sketch. $86K*”\n\nNote: Figure marked with asterisk indicating it's based on specific data source",
      "source_type": "official",
      "source_link": "https://www.apprenticeship.gov",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor",
      "evidence_quote": "Average starting salary after an apprentice completes an apprenticeship program Starting salary iconCreated with Sketch. $86K*",
      "volatility": "medium",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "Apprenticeship.gov",
      "topic": "Money.payout",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "us"
        ],
        "platform": "apprenticeshipgov",
        "topic": [
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_apprenticeship_gov_retention",
      "category": "Getting Started",
      "title": "Apprenticeship.gov: Running",
      "summary": "Percentage of apprentices who retain employment after apprenticeship completion is 93%*.",
      "body": "Percentage of apprentices who retain employment after apprenticeship completion is 93%*.\n\nWhat U.S. Department of Labor actually says:\n\n“Employment Retention Percentage of apprentices who retain employment after apprenticeship completion Lifetime earning iconCreated with Sketch. 93%*”\n\nNote: Figure marked with asterisk indicating it's based on specific data source",
      "source_type": "official",
      "source_link": "https://www.apprenticeship.gov",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor",
      "evidence_quote": "Employment Retention Percentage of apprentices who retain employment after apprenticeship completion Lifetime earning iconCreated with Sketch. 93%*",
      "volatility": "low",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "Apprenticeship.gov",
      "topic": "Running",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "us"
        ],
        "platform": "apprenticeshipgov",
        "topic": [
          "rules.enforcement"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_apprenticeship_gov_lifetime",
      "category": "Getting Started",
      "title": "Apprenticeship.gov: Running",
      "summary": "Apprentice graduates earn more over their lifetime compared to peers who don't - $300K+**.",
      "body": "Apprentice graduates earn more over their lifetime compared to peers who don't - $300K+**.\n\nWhat U.S. Department of Labor actually says:\n\n“Lifetime Earning Advantage Apprentice graduates earn more over their lifetime compared to peers who don't Lifetime earning iconCreated with Sketch. Retain people iconCreated with Sketch. $300K+**”\n\nNote: Figure marked with double asterisk indicating it's based on specific data source",
      "source_type": "official",
      "source_link": "https://www.apprenticeship.gov",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor",
      "evidence_quote": "Lifetime Earning Advantage Apprentice graduates earn more over their lifetime compared to peers who don't Lifetime earning iconCreated with Sketch. Retain people iconCreated with Sketch. $300K+**",
      "volatility": "medium",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "Apprenticeship.gov",
      "topic": "Running",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "us"
        ],
        "platform": "apprenticeshipgov",
        "topic": [
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_bls_ooh_wages",
      "category": "Getting Started",
      "title": "BLS Occupational Outlook Handbook: Money.payout",
      "summary": "Median wages (2025): $17.71 hourly, $36,840 annual for Janitors and Cleaners, Except Maids and Housekeeping Cleaners.",
      "body": "Median wages (2025): $17.71 hourly, $36,840 annual for Janitors and Cleaners, Except Maids and Housekeeping Cleaners.\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Median wages (2025) $17.71 hourly, $36,840 annual”\n\nNote: Unable to access page directly due to 403 error, but wage data confirmed from O*NET which pulls from BLS",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/occupation/37-2011.htm",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Median wages (2025) $17.71 hourly, $36,840 annual",
      "volatility": "medium",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "BLS Occupational Outlook Handbook",
      "topic": "Money.payout",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "any"
        ],
        "platform": "bls",
        "topic": [
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1947_post_construction_cleaner_how_to_start_bls_ooh_employment",
      "category": "Getting Started",
      "title": "BLS Occupational Outlook Handbook: Running",
      "summary": "Employment (2025): 2,432,600 employees for Janitors and Cleaners, Except Maids and Housekeeping Cleaners.",
      "body": "Employment (2025): 2,432,600 employees for Janitors and Cleaners, Except Maids and Housekeeping Cleaners.\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Employment (2025) 2,432,600 employees”\n\nNote: Unable to access page directly due to 403 error, but employment data confirmed from O*NET which pulls from BLS",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/occupation/37-2011.htm",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Employment (2025) 2,432,600 employees",
      "volatility": "medium",
      "from_batch": "1947-post-construction-cleaner-how-to-start",
      "subject": "BLS Occupational Outlook Handbook",
      "topic": "Running",
      "applies_to_country": "*",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "any"
        ],
        "platform": "bls",
        "topic": [
          "access.geo"
        ],
        "explicitness": "any"
      }
    }
  ]
}
