{
  "batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
  "articles": [
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_bls_barber_hairstylist_cosmetologist",
      "category": "Getting Started",
      "title": "Barber, Hairstylist, and Cosmetologist: job_overview",
      "summary": "Barbers, hairstylists, and cosmetologists provide haircutting, hairstyling, and other services related to personal appearance.",
      "body": "Barbers, hairstylists, and cosmetologists provide haircutting, hairstyling, and other services related to personal appearance.\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Barbers, hairstylists, and cosmetologists provide haircutting, hairstyling, and other services related to personal appearance.”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/personal-care-and-service/barbers-hairstylists-and-cosmetologists.htm",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Barbers, hairstylists, and cosmetologists provide haircutting, hairstyling, and other services related to personal appearance.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Barber, Hairstylist, and Cosmetologist",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Barber, Hairstylist, and Cosmetologist",
        "category": "Personal Care and Service",
        "what_it_is": "Haircutting, hairstyling, and personal appearance services",
        "startup_cost": "Postsecondary nondegree award program cost",
        "skill_level": "None required",
        "typical_pay_range": "$35,880 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Barbershops, Hair salons, Cosmetology studios",
        "adjacent_jobs": "Manicurist, Skincare specialist"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_bls_manicurist_pedicurist",
      "category": "Getting Started",
      "title": "Manicurist and Pedicurist: job_overview",
      "summary": "Manicurists and pedicurists clean, shape, and beautify fingernails and toenails.",
      "body": "Manicurists and pedicurists clean, shape, and beautify fingernails and toenails.\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Manicurists and pedicurists clean, shape, and beautify fingernails and toenails.”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/personal-care-and-service/manicurists-and-pedicurists.htm",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Manicurists and pedicurists clean, shape, and beautify fingernails and toenails.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Manicurist and Pedicurist",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Manicurist and Pedicurist",
        "category": "Personal Care and Service",
        "what_it_is": "Cleaning, shaping, and beautifying fingernails and toenails",
        "startup_cost": "Postsecondary nondegree award program cost",
        "skill_level": "None required",
        "typical_pay_range": "$35,760 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Nail salons, Spas, Hair salons",
        "adjacent_jobs": "Barber/Hairstylist, Skincare specialist"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_bls_skincare_specialist",
      "category": "Getting Started",
      "title": "Skincare Specialist: job_overview",
      "summary": "Skincare specialists provide cleansing and other face and body treatments to enhance a person's appearance.",
      "body": "Skincare specialists provide cleansing and other face and body treatments to enhance a person's appearance.\n\nWhat U.S. Bureau of Labor Statistics actually says:\n\n“Skincare specialists provide cleansing and other face and body treatments to enhance a person's appearance.”",
      "source_type": "official",
      "source_link": "https://www.bls.gov/ooh/personal-care-and-service/skincare-specialists.htm",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Bureau of Labor Statistics",
      "evidence_quote": "Skincare specialists provide cleansing and other face and body treatments to enhance a person's appearance.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Skincare Specialist",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Skincare Specialist",
        "category": "Personal Care and Service",
        "what_it_is": "Cleansing and face/body treatments to enhance appearance",
        "startup_cost": "Postsecondary nondegree award program cost",
        "skill_level": "None required",
        "typical_pay_range": "$45,330 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Salons, Beauty spas, Health spas",
        "adjacent_jobs": "Manicurist, Hair stylist"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_makeup_artist",
      "category": "Getting Started",
      "title": "Makeup Artist, Theatrical and Performance: job_overview",
      "summary": "Apply makeup to performers to reflect period, setting, and situation of their role.",
      "body": "Apply makeup to performers to reflect period, setting, and situation of their role.\n\nWhat O*NET OnLine actually says:\n\n“Apply makeup to performers to reflect period, setting, and situation of their role.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-5091.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Apply makeup to performers to reflect period, setting, and situation of their role.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Makeup Artist, Theatrical and Performance",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Makeup Artist, Theatrical and Performance",
        "category": "Arts, Design, Entertainment, Sports, and Media",
        "what_it_is": "Applying makeup to performers for theatrical performances",
        "startup_cost": "Postsecondary nondegree award or related experience",
        "skill_level": "Moderate",
        "typical_pay_range": "$97,150 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Theaters, Film production, Television studios, Dance companies",
        "adjacent_jobs": "Costume designer, Hair stylist"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_fashion_designer",
      "category": "Getting Started",
      "title": "Fashion Designer: job_overview",
      "summary": "Design clothing and accessories.",
      "body": "Design clothing and accessories.\n\nWhat O*NET OnLine actually says:\n\n“Design clothing and accessories.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/27-1022.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Design clothing and accessories.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Fashion Designer",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Fashion Designer",
        "category": "Arts, Design, Entertainment, Sports, and Media",
        "what_it_is": "Designing clothing, accessories, and footwear",
        "startup_cost": "Bachelor's degree or equivalent experience",
        "skill_level": "Moderate to high",
        "typical_pay_range": "$80,960 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Apparel manufacturers, Design firms, Theater and dance companies, Wholesale distributors",
        "adjacent_jobs": "Graphic designer, Tailor/dressmaker"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_graphic_designer",
      "category": "Getting Started",
      "title": "Graphic Designer: job_overview",
      "summary": "Design or create graphics to meet specific commercial or promotional needs.",
      "body": "Design or create graphics to meet specific commercial or promotional needs.\n\nWhat O*NET OnLine actually says:\n\n“Design or create graphics to meet specific commercial or promotional needs.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/27-1024.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Design or create graphics to meet specific commercial or promotional needs.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Graphic Designer",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Graphic Designer",
        "category": "Arts, Design, Entertainment, Sports, and Media",
        "what_it_is": "Creating visual concepts using computer software or by hand",
        "startup_cost": "Bachelor's degree",
        "skill_level": "Moderate",
        "typical_pay_range": "$62,960 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Advertising agencies, Design firms, Publishing houses, Marketing departments",
        "adjacent_jobs": "Fashion designer, Interior designer"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_floral_designer",
      "category": "Getting Started",
      "title": "Floral Designer: job_overview",
      "summary": "Design, cut, and arrange live, dried, or artificial flowers and foliage.",
      "body": "Design, cut, and arrange live, dried, or artificial flowers and foliage.\n\nWhat O*NET OnLine actually says:\n\n“Design, cut, and arrange live, dried, or artificial flowers and foliage.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/27-1023.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Design, cut, and arrange live, dried, or artificial flowers and foliage.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Floral Designer",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Floral Designer",
        "category": "Arts, Design, Entertainment, Sports, and Media",
        "what_it_is": "Creating floral arrangements for events and occasions",
        "startup_cost": "Postsecondary nondegree award or related experience",
        "skill_level": "Moderate",
        "typical_pay_range": "$37,360 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Florist shops, Grocery stores, Event planning companies, Wholesale florists",
        "adjacent_jobs": "Interior designer, Event planner"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_interior_designer",
      "category": "Getting Started",
      "title": "Interior Designer: job_overview",
      "summary": "Plan, design, and furnish interiors of residential, commercial, or industrial buildings.",
      "body": "Plan, design, and furnish interiors of residential, commercial, or industrial buildings.\n\nWhat O*NET OnLine actually says:\n\n“Plan, design, and furnish interiors of residential, commercial, or industrial buildings.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/27-1025.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Plan, design, and furnish interiors of residential, commercial, or industrial buildings.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Interior Designer",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Interior Designer",
        "category": "Arts, Design, Entertainment, Sports, and Media",
        "what_it_is": "Designing interior spaces for functionality and aesthetics",
        "startup_cost": "Bachelor's degree",
        "skill_level": "Moderate to high",
        "typical_pay_range": "$62,960 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Design firms, Architecture offices, Furniture stores, Construction companies",
        "adjacent_jobs": "Floral designer, Graphic designer"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_tailor_dressmaker",
      "category": "Getting Started",
      "title": "Tailor, Dressmaker, and Custom Sewer: job_overview",
      "summary": "Design, make, alter, repair, or fit garments.",
      "body": "Design, make, alter, repair, or fit garments.\n\nWhat O*NET OnLine actually says:\n\n“Design, make, alter, repair, or fit garments.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/51-6052.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Design, make, alter, repair, or fit garments.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Tailor, Dressmaker, and Custom Sewer",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Tailor, Dressmaker, and Custom Sewer",
        "category": "Manufacturing",
        "what_it_is": "Creating, altering, and repairing clothing and garments",
        "startup_cost": "Postsecondary nondegree award or related experience",
        "skill_level": "Moderate",
        "typical_pay_range": "$38,210 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Clothing stores, Dry cleaners, Department stores, Bridal shops",
        "adjacent_jobs": "Fashion designer, Seamstress"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_hairdresser_cosmetologist",
      "category": "Getting Started",
      "title": "Hairdresser, Hairstylist, and Cosmetologist: job_overview",
      "summary": "Provide beauty services, such as shampooing, cutting, coloring, and styling hair, and massaging and treating scalp.",
      "body": "Provide beauty services, such as shampooing, cutting, coloring, and styling hair, and massaging and treating scalp.\n\nWhat O*NET OnLine actually says:\n\n“Provide beauty services, such as shampooing, cutting, coloring, and styling hair, and massaging and treating scalp.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-5012.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Provide beauty services, such as shampooing, cutting, coloring, and styling hair, and massaging and treating scalp.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Hairdresser, Hairstylist, and Cosmetologist",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Hairdresser, Hairstylist, and Cosmetologist",
        "category": "Personal Care and Service",
        "what_it_is": "Providing beauty services for hair and scalp",
        "startup_cost": "Postsecondary nondegree award program cost",
        "skill_level": "None required",
        "typical_pay_range": "$35,790 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Barbershops, Hair salons, Spas, Resorts",
        "adjacent_jobs": "Barber, Manicurist"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_barber",
      "category": "Getting Started",
      "title": "Barber: job_overview",
      "summary": "Provide barbering services, such as cutting, trimming, shampooing, and styling hair; trimming beards; or giving shaves.",
      "body": "Provide barbering services, such as cutting, trimming, shampooing, and styling hair; trimming beards; or giving shaves.\n\nWhat O*NET OnLine actually says:\n\n“Provide barbering services, such as cutting, trimming, shampooing, and styling hair; trimming beards; or giving shaves.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-5011.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Provide barbering services, such as cutting, trimming, shampooing, and styling hair; trimming beards; or giving shaves.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Barber",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Barber",
        "category": "Personal Care and Service",
        "what_it_is": "Providing barber services for hair and facial hair",
        "startup_cost": "Postsecondary nondegree award program cost",
        "skill_level": "None required",
        "typical_pay_range": "$45,330 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Barbershops, Salons, Resorts, Spas",
        "adjacent_jobs": "Hairdresser, Manicurist"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1704_job_discovery_beauty_and_fashion_services_angle_marketplaces_onet_skincare_specialist",
      "category": "Getting Started",
      "title": "Skincare Specialist: job_overview",
      "summary": "Provide skincare treatments to face and body to enhance an individual's appearance.",
      "body": "Provide skincare treatments to face and body to enhance an individual's appearance.\n\nWhat O*NET OnLine actually says:\n\n“Provide skincare treatments to face and body to enhance an individual's appearance.”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-5094.00",
      "last_verified": "2026-10-06",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "O*NET OnLine",
      "evidence_quote": "Provide skincare treatments to face and body to enhance an individual's appearance.",
      "volatility": "low",
      "from_batch": "1704-job-discovery-beauty-and-fashion-services-angle-marketplaces",
      "subject": "Skincare Specialist",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "All 50 states, District of Columbia, and territories",
      "job": {
        "job_name": "Skincare Specialist",
        "category": "Personal Care and Service",
        "what_it_is": "Providing skincare treatments for face and body",
        "startup_cost": "Postsecondary nondegree award program cost",
        "skill_level": "None required",
        "typical_pay_range": "$45,330 annual",
        "pay_unit": "annual",
        "where_to_find_work": "Salons, Spas, Health clinics, Resorts",
        "adjacent_jobs": "Manicurist, Hair stylist"
      },
      "tags": {
        "lane": "worn_items",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.fees"
        ],
        "explicitness": "any"
      }
    }
  ]
}