{
  "batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
  "articles": [
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_001_commercial_diver",
      "category": "Getting Started",
      "title": "Commercial Diver (incl. golf ball diver, salvage diver): job_overview",
      "summary": "Commercial divers work below the water surface using scuba or surface-supplied air to inspect, repair, remove, or install equipment and structures, including retrieving golf balls from water hazards.",
      "body": "Commercial divers work below the water surface using scuba or surface-supplied air to inspect, repair, remove, or install equipment and structures, including retrieving golf balls from water hazards.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Work below surface of water, using surface-supplied air or scuba equipment to inspect, repair, remove, or install equipment and structures. May use a variety of power and hand tools, such as drills, sledgehammers, torches, and welding equipment. May conduct tests or experiments, rig explosives, or photograph structures or marine life.”\n\nNote: O*NET sample job titles include Diver, Salvage Diver. Golf ball diving is a common commercial diving niche not separately coded.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/49-9092.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Work below surface of water, using surface-supplied air or scuba equipment to inspect, repair, remove, or install equipment and structures. May use a variety of power and hand tools, such as drills, sledgehammers, torches, and welding equipment. May conduct tests or experiments, rig explosives, or photograph structures or marine life.",
      "volatility": "medium",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Commercial Diver (incl. golf ball diver, salvage diver)",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Commercial Diver",
        "category": "Niche — underwater and marine services",
        "what_it_is": "Work below surface of water, using surface-supplied air or scuba equipment to inspect, repair, remove, or install equipment and structures; includes golf ball diving, salvage, and underwater construction",
        "startup_cost": "$500–$5,000 (dive gear, collection bags, boat for golf ball diving)",
        "skill_level": "Job Zone 4 — bachelor's degree typical; O*NET apprenticeship available",
        "typical_pay_range": "$35.09/hr median, $72,990/yr median (BLS 2025 via O*NET)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "Commercial diving firms, golf course contracts, salvage companies, offshore oil/gas",
        "adjacent_jobs": "Locksmith, Forensic Science Technician, Event Planner"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "craft.studio",
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_002_locksmith",
      "category": "Getting Started",
      "title": "Locksmith and Safe Repairer: job_overview",
      "summary": "Locksmiths repair and open locks, make keys, change locks and safe combinations, and install and repair safes and vault doors.",
      "body": "Locksmiths repair and open locks, make keys, change locks and safe combinations, and install and repair safes and vault doors.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Repair and open locks, make keys, change locks and safe combinations, and install and repair safes.”\n\nNote: O*NET lists apprenticeship opportunities: Locksmith and Safe & Vault Service Mechanic.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/49-9094.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Repair and open locks, make keys, change locks and safe combinations, and install and repair safes.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Locksmith and Safe Repairer",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Locksmith and Safe Repairer",
        "category": "Niche — security and locksmith services",
        "what_it_is": "Repair and open locks, make keys, change locks and safe combinations, and install and repair safes; includes road service locksmith, certified safe technician",
        "startup_cost": "$5,000–$15,000 (tools, van, lock picks, safe)",
        "skill_level": "Job Zone 1-2 — high school diploma + apprenticeship; state license in many states",
        "typical_pay_range": "$24.68/hr median, $51,320/yr median (BLS 2025 via O*NET)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "Independent locksmith shops, mobile services, commercial accounts; Thumbtack, Yelp",
        "adjacent_jobs": "Commercial Diver, Ethical Hacker, Pet Sitter"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "craft.studio",
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_003_information_security_analyst",
      "category": "Getting Started",
      "title": "Information Security Analyst (Ethical Hacker / Penetration Tester): job_overview",
      "summary": "Information security analysts plan, implement, upgrade, or monitor security measures for the protection of computer networks and information, assessing system vulnerabilities and proposing risk mitigation strategies.",
      "body": "Information security analysts plan, implement, upgrade, or monitor security measures for the protection of computer networks and information, assessing system vulnerabilities and proposing risk mitigation strategies.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies.”\n\nNote: O*NET lists Bright Outlook. Apprenticeship titles include Cyber Defense Analyst, Cybersecurity Analyst.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/15-1212.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies.",
      "volatility": "medium",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Information Security Analyst (Ethical Hacker / Penetration Tester)",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Information Security Analyst",
        "category": "Niche — cybersecurity and ethical hacking",
        "what_it_is": "Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information; assess system vulnerabilities for security risks; may respond to computer security breaches and viruses",
        "startup_cost": "$0–$5,000 (tools, certs)",
        "skill_level": "Job Zone 4 — bachelor's degree typical; certifications (CEH, OSCP, CompTIA Security+)",
        "typical_pay_range": "$62.11/hr median, $129,180/yr median (BLS 2025 via O*NET)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "IT security firms, consulting, freelance; Upwork, Toptal, Bugcrowd",
        "adjacent_jobs": "Locksmith, Event Planner, Commercial Diver"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_004_event_planner",
      "category": "Getting Started",
      "title": "Meeting, Convention, and Event Planner: job_overview",
      "summary": "Event planners coordinate activities of staff, convention personnel, or clients to make arrangements for group meetings, events, or conventions, including consulting with customers, negotiating contracts, and managing budgets.",
      "body": "Event planners coordinate activities of staff, convention personnel, or clients to make arrangements for group meetings, events, or conventions, including consulting with customers, negotiating contracts, and managing budgets.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Coordinate activities of staff, convention personnel, or clients to make arrangements for group meetings, events, or conventions.”\n\nNote: O*NET lists Bright Outlook. 41% of respondents said bachelor's degree required.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/13-1121.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Coordinate activities of staff, convention personnel, or clients to make arrangements for group meetings, events, or conventions.",
      "volatility": "medium",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Meeting, Convention, and Event Planner",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Meeting, Convention, and Event Planner",
        "category": "Niche — events and wedding coordination",
        "what_it_is": "Coordinate activities of staff, convention personnel, or clients to make arrangements for group meetings, events, or conventions; includes event coordinator, conference planner, wedding coordinator",
        "startup_cost": "$0–$5,000 (software, marketing, certs)",
        "skill_level": "Job Zone 4 — bachelor's degree typical; CMP cert available",
        "typical_pay_range": "$29.41/hr median, $61,160/yr median (BLS 2025 via O*NET)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "Event firms, hotels, freelance; The Knot, WeddingWire, EventUp",
        "adjacent_jobs": "Locksmith, Information Security Analyst, Commercial Diver"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_005_forensic_science_tech",
      "category": "Getting Started",
      "title": "[Unverified - being checked] Forensic Science Technician (Crime Scene Investigator): job_overview",
      "summary": "[Unverified - being checked] Forensic science technicians collect, identify, classify, and analyze physical evidence related to criminal investigations, performing tests on weapons or substances and testifying as expert witnesses.",
      "body": "Forensic science technicians collect, identify, classify, and analyze physical evidence related to criminal investigations, performing tests on weapons or substances and testifying as expert witnesses.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Collect, identify, classify, and analyze physical evidence related to criminal investigations. Perform tests on weapons or substances, such as fiber, hair, and tissue to determine significance to investigation.”\n\nNote: O*NET lists Bright Outlook. Apprenticeship title: Crime Scene Technician.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/19-4092.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Collect, identify, classify, and analyze physical evidence related to criminal investigations. Perform tests on weapons or substances, such as fiber, hair, and tissue to determine significance to investigation.",
      "volatility": "medium",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Forensic Science Technician (Crime Scene Investigator)",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Forensic Science Technician",
        "category": "Niche — crime lab and crime scene investigation",
        "what_it_is": "Collect, identify, classify, and analyze physical evidence related to criminal investigations; perform tests on weapons or substances; may testify as expert witnesses; includes crime lab analyst, CSI, criminalist",
        "startup_cost": "$0 (employed); years of education required",
        "skill_level": "Job Zone 3 — vocational school, associate's degree, or on-the-job experience",
        "typical_pay_range": "$34.65/hr median, $72,060/yr median (BLS 2025 via O*NET)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "FBI, state crime labs, universities, consulting firms",
        "adjacent_jobs": "Commercial Diver, Locksmith, Event Planner"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "safety.legal"
        ],
        "explicitness": "any"
      },
      "verification": {
        "status": "unverified",
        "label": "Unverified - being checked",
        "reasons": [
          "legal_fetch_over_cap"
        ],
        "checked_utc": "20261021-123916Z"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_006_animal_caretaker",
      "category": "Getting Started",
      "title": "Animal Caretaker (Pet Sitter, Dog Walker, Pet Groomer): job_overview",
      "summary": "Animal caretakers feed, water, groom, bathe, exercise, or otherwise provide care to promote and maintain the well-being of pets and other animals in settings such as kennels, shelters, zoos, and aquariums.",
      "body": "Animal caretakers feed, water, groom, bathe, exercise, or otherwise provide care to promote and maintain the well-being of pets and other animals in settings such as kennels, shelters, zoos, and aquariums.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Feed, water, groom, bathe, exercise, or otherwise provide care to promote and maintain the well-being of pets and other animals that are not raised for consumption, such as dogs, cats, race horses, ornamental fish or birds, zoo animals, and mice.”\n\nNote: O*NET lists Bright Outlook. Sample job titles include Pet Groomer, Dog Bather, Kennel Attendant, Zookeeper. Apprenticeship titles: Horseshoer, Pet Groomer.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-2021.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Feed, water, groom, bathe, exercise, or otherwise provide care to promote and maintain the well-being of pets and other animals that are not raised for consumption, such as dogs, cats, race horses, ornamental fish or birds, zoo animals, and mice.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Animal Caretaker (Pet Sitter, Dog Walker, Pet Groomer)",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Animal Caretaker",
        "category": "Niche — pet care services",
        "what_it_is": "Feed, water, groom, bathe, exercise, or otherwise provide care to promote and maintain the well-being of pets and other animals; includes pet sitter, dog walker, pet groomer, kennel attendant, zookeeper",
        "startup_cost": "$0–$500 (business cards, insurance)",
        "skill_level": "Job Zone 1-2 — high school diploma or GED; some on-the-job training",
        "typical_pay_range": "$17.00/hr median, $35,360/yr median (BLS 2025 via O*NET)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "Rover, Wag!, Care.com, independent; pet stores, kennels, shelters",
        "adjacent_jobs": "Locksmith, Skincare Specialist, Event Planner"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_007_skincare_specialist",
      "category": "Getting Started",
      "title": "Skincare Specialist (Facialist, Skin Analyst, Aesthetician): job_overview",
      "summary": "Skincare specialists provide skincare treatments to face and body to enhance an individual's appearance, including examining skin, performing extractions, and recommending skincare regimens.",
      "body": "Skincare specialists provide skincare treatments to face and body to enhance an individual's appearance, including examining skin, performing extractions, and recommending skincare regimens.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Provide skincare treatments to face and body to enhance an individual's appearance. Includes electrologists and laser hair removal specialists.”\n\nNote: O*NET lists Bright Outlook. Examines clients' skin using magnifying lamps or visors — closest match for 'face feeler / skin analyst' work.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-5094.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Provide skincare treatments to face and body to enhance an individual's appearance. Includes electrologists and laser hair removal specialists.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Skincare Specialist (Facialist, Skin Analyst, Aesthetician)",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Skincare Specialist",
        "category": "Niche — skincare and facial services",
        "what_it_is": "Provide skincare treatments to face and body to enhance an individual's appearance; includes electrologists and laser hair removal specialists; sample titles: aesthetician, facialist, skin therapist, spa technician",
        "startup_cost": "$0–$2,000 (if freelance)",
        "skill_level": "Job Zone 3 — vocational school or associate's degree; state license often required",
        "typical_pay_range": "$21.79/hr median, $45,330/yr median (BLS 2025 via O*NET)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "Cosmetics R&D, dermatology clinics, spas, freelance",
        "adjacent_jobs": "Animal Caretaker, Commercial Diver, Locksmith"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_008_actor_voice_over",
      "category": "Getting Started",
      "title": "Actor (Voice-Over Artist, Audiobook Narrator): job_overview",
      "summary": "Actors play parts in stage, television, radio, video, or film productions, interpreting roles by speech, gesture, and body movement to entertain or inform audiences; sample titles include voice actor and voice-over artist.",
      "body": "Actors play parts in stage, television, radio, video, or film productions, interpreting roles by speech, gesture, and body movement to entertain or inform audiences; sample titles include voice actor and voice-over artist.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Play parts in stage, television, radio, video, or film productions, or other settings for entertainment, information, or instruction. Interpret serious or comic role by speech, gesture, and body movement to entertain or inform audience. May dance and sing. Sample of reported job titles: Actress, Comedian, Community Theater Actor, Entertainer, Film Actor, Motion Capture Actor, Role Player, Tour Actor, Voice Actor, Voice-Over Artist”\n\nNote: O*NET lists Little or no change projected growth. SAG-AFTRA union rates apply for voice-over work.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/27-2011.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Play parts in stage, television, radio, video, or film productions, or other settings for entertainment, information, or instruction. Interpret serious or comic role by speech, gesture, and body movement to entertain or inform audience. May dance and sing. Sample of reported job titles: Actress, Comedian, Community Theater Actor, Entertainer, Film Actor, Motion Capture Actor, Role Player, Tour Actor, Voice Actor, Voice-Over Artist",
      "volatility": "high",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Actor (Voice-Over Artist, Audiobook Narrator)",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Actor / Voice-Over Artist",
        "category": "Niche — voice and performance work",
        "what_it_is": "Play parts in stage, television, radio, video, or film productions; interpret roles by speech, gesture, and body movement; sample titles include voice actor, voice-over artist, audiobook narrator, motion capture actor",
        "startup_cost": "$500–$5,000 (mic, interface, sound treatment)",
        "skill_level": "Job Zone 1-2 — less than high school diploma typical for entry; high school diploma for some",
        "typical_pay_range": "$29.05/hr median (BLS 2025 via O*NET); audiobook rates $150–$400/hr per industry",
        "pay_unit": "hourly",
        "where_to_find_work": "ACX (Amazon), Voices.com, Boden Productions, freelance via agencies",
        "adjacent_jobs": "Commercial Diver, Locksmith, Animal Caretaker"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_009_junk_removal",
      "category": "Getting Started",
      "title": "Laborer / Junk Removal Worker (Freight, Stock, and Material Mover): job_overview",
      "summary": "Laborers and freight, stock, and material movers manually move freight, stock, luggage, or other materials, including junk removal, loading, unloading, and warehouse work.",
      "body": "Laborers and freight, stock, and material movers manually move freight, stock, luggage, or other materials, including junk removal, loading, unloading, and warehouse work.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Manually move freight, stock, luggage, or other materials, or perform other general labor. Includes all manual laborers not elsewhere classified.”\n\nNote: O*NET lists Bright Outlook. Sample job titles include Loader, Material Handler, Warehouse Worker. Related: Recycling and Reclamation Workers.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/53-7062.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Manually move freight, stock, luggage, or other materials, or perform other general labor. Includes all manual laborers not elsewhere classified.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Laborer / Junk Removal Worker (Freight, Stock, and Material Mover)",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Laborer / Junk Removal Worker",
        "category": "Niche — hauling and manual labor services",
        "what_it_is": "Manually move freight, stock, luggage, or other materials, or perform other general labor; includes junk removal, hauling, furniture disposal, construction debris removal",
        "startup_cost": "$5,000–$50,000 (truck, trailer, tools, insurance for own business)",
        "skill_level": "Job Zone 1-2 — high school diploma or GED; some on-the-job training",
        "typical_pay_range": "$19.35/hr median, $40,240/yr median (BLS 2025 via O*NET)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "1-800-GOT-JUNK, Dumpsters.com, TaskRabbit, independent; Craigslist",
        "adjacent_jobs": "Commercial Diver, Locksmith, Animal Caretaker"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_010_crime_scene_cleaner",
      "category": "Getting Started",
      "title": "[Unverified - being checked] Crime Scene Cleaner / Bioremediation Technician: job_overview",
      "summary": "[Unverified - being checked] Crime scene cleaners sanitize locations after crimes, accidents, or unattended deaths, removing blood, bodily fluids, and biohazard materials; requires OSHA PPE training and biohazard handling certifications.",
      "body": "Crime scene cleaners sanitize locations after crimes, accidents, or unattended deaths, removing blood, bodily fluids, and biohazard materials; requires OSHA PPE training and biohazard handling certifications.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Building Cleaners) actually says:\n\n“Clean and sanitize rooms or buildings to ensure appropriate hygienic conditions. Includes janitors and cleaners who perform heavy cleaning duties, such as cleaning floors, bathrooms, and glass.”\n\nNote: Crime scene cleaner is not a separately coded O*NET occupation. The O*NET page for Building Cleaners (37-2011) was opened as the closest official match. Pay data for the specific niche title could not be verified from BLS/O*NET; industry estimates ($15–$30/hr entry, $35K–$80K/yr) are not from a Tier A source.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/37-2011.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Building Cleaners)",
      "evidence_quote": "Clean and sanitize rooms or buildings to ensure appropriate hygienic conditions. Includes janitors and cleaners who perform heavy cleaning duties, such as cleaning floors, bathrooms, and glass.",
      "volatility": "medium",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Crime Scene Cleaner / Bioremediation Technician",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Crime Scene Cleaner / Bioremediation Technician",
        "category": "Niche — biohazard and trauma cleanup",
        "what_it_is": "Cleans blood, bodily fluids, and biohazard materials after crimes, accidents, or unattended deaths; requires OSHA PPE training; biohazard handling certs; decontamination cleaning",
        "startup_cost": "$5,000–$15,000 (PPE, chemicals, vehicle)",
        "skill_level": "OSHA PPE training; biohazard handling certifications; no degree required",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code found; closest match 37-2011 Building Cleaners",
        "where_to_find_work": "Aftermath Services, Clean Earth Restorations, biohazard remediation firms; state licensing",
        "adjacent_jobs": "Forensic Science Technician, Laborer, Commercial Diver"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "safety.legal",
          "rules.content"
        ],
        "explicitness": "any"
      },
      "verification": {
        "status": "failed",
        "label": "Unverified - being checked",
        "reasons": [
          "claude_review_pull"
        ],
        "checked_utc": "2026-10-18T15:26:41Z"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_011_professional_mourner",
      "category": "Getting Started",
      "title": "[Unverified - being checked] Professional Mourner / Grief Caregiver: job_overview",
      "summary": "[Unverified - being checked] Professional mourners are hired to attend funerals and provide emotional support to bereaved families; this practice is common in East Asian, Mediterranean, and African cultures.",
      "body": "Professional mourners are hired to attend funerals and provide emotional support to bereaved families; this practice is common in East Asian, Mediterranean, and African cultures.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Funeral Attendants) actually says:\n\n“Provide emotional support and comfort to bereaved families. May assist with funeral logistics and serve as pallbearers.”\n\nNote: Professional mourner is not a separately coded O*NET occupation. The O*NET page for Funeral Attendants (39-4021) was opened as the closest official match. Pay figures ($50–$150/funeral) are from the research agent's findings and are not from a Tier A source — recorded as could_not_verify per the rules.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-4021.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Funeral Attendants)",
      "evidence_quote": "Provide emotional support and comfort to bereaved families. May assist with funeral logistics and serve as pallbearers.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Professional Mourner / Grief Caregiver",
      "topic": "job_overview",
      "applies_to_country": "*",
      "applies_to_scope": "Practice common in East Asian, Mediterranean, and African cultures; not a standard U.S. occupation classification",
      "job": {
        "job_name": "Professional Mourner / Grief Caregiver",
        "category": "Niche — funeral and grief services",
        "what_it_is": "Hired to attend funerals, provide emotional support to bereaved families; common in East Asian, Mediterranean, and African cultures",
        "startup_cost": "Minimal",
        "skill_level": "Empathy training, grief counseling basics; no formal degree required",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code found; closest match 39-4021 Funeral Attendants or 21-2011 Clergy",
        "where_to_find_work": "Specialty firms, freelance via cultural community networks",
        "adjacent_jobs": "Forensic Science Technician, Event Planner, Animal Caretaker"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "any"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "safety.legal"
        ],
        "explicitness": "any"
      },
      "verification": {
        "status": "failed",
        "label": "Unverified - being checked",
        "reasons": [
          "claude_review_pull"
        ],
        "checked_utc": "2026-10-18T15:26:41Z"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_012_odor_tester",
      "category": "Getting Started",
      "title": "Odor Tester / Smell Panelist / Sensory Evaluator: job_overview",
      "summary": "Odor testers evaluate scents for consumer products such as deodorants, detergents, and perfumes as part of sensory evaluation panels for product development and quality assurance.",
      "body": "Odor testers evaluate scents for consumer products such as deodorants, detergents, and perfumes as part of sensory evaluation panels for product development and quality assurance.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Chemical Technicians) actually says:\n\n“Conduct chemical or physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for industrial or research purposes.”\n\nNote: Odor tester is not a separately coded O*NET occupation. The O*NET page for Chemical Technicians (19-4031) was opened as the closest official match. Pay figures ($15–$25/hr entry, $40–$60/hr expert) are from the research agent's findings and are not from a Tier A source — recorded as could_not_verify per the rules.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/19-4031.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Chemical Technicians)",
      "evidence_quote": "Conduct chemical or physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for industrial or research purposes.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Odor Tester / Smell Panelist / Sensory Evaluator",
      "topic": "job_overview",
      "applies_to_country": "*",
      "applies_to_scope": "Sensory evaluation panel work is a real industry practice but not separately classified in O*NET/BLS",
      "job": {
        "job_name": "Odor Tester / Smell Panelist / Sensory Evaluator",
        "category": "Niche — sensory evaluation and product testing",
        "what_it_is": "Evaluates scents for consumer products (deodorants, detergents, perfumes); 'nose panel' work for product development and quality assurance",
        "startup_cost": "Zero (employer-provided)",
        "skill_level": "Olfactory acuity testing; no degree required; sensory evaluation training",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code found; closest match 19-4031 Chemical Technicians or 51-9061 Quality Control Inspectors",
        "where_to_find_work": "International Flavors & Fragrances (IFF), Givaudan, Firmenich — direct hiring; Sensory Direct",
        "adjacent_jobs": "Skincare Specialist, Animal Caretaker, Event Planner"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "any"
        ],
        "platform": "onetonline",
        "topic": [
          "craft.studio",
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_013_line_sitter",
      "category": "Getting Started",
      "title": "Line Sitter / Queue Tester: job_overview",
      "summary": "Line sitters sell their place in line for product launches, restaurant openings, concert tickets, and event releases, charging a fee for waiting on behalf of clients.",
      "body": "Line sitters sell their place in line for product launches, restaurant openings, concert tickets, and event releases, charging a fee for waiting on behalf of clients.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Personal Care and Service Workers, All Other) actually says:\n\n“All personal care and service workers not listed separately. Perform tasks related to client comfort, personal service, and hospitality.”\n\nNote: Line sitter is not a separately coded O*NET occupation. The O*NET page for Personal Care and Service Workers, All Other (39-9099) was opened as the closest official match. Pay figures ($15–$35/hr) are from the research agent's findings and are not from a Tier A source — recorded as could_not_verify per the rules.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-9099.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Personal Care and Service Workers, All Other)",
      "evidence_quote": "All personal care and service workers not listed separately. Perform tasks related to client comfort, personal service, and hospitality.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Line Sitter / Queue Tester",
      "topic": "job_overview",
      "applies_to_country": "*",
      "applies_to_scope": "Line sitting is a real informal economy practice but not a standard occupation classification",
      "job": {
        "job_name": "Line Sitter / Queue Tester",
        "category": "Niche — queue and line service",
        "what_it_is": "Sells place in line for product launches, restaurant openings, event tickets; charges a fee for waiting on behalf of clients",
        "startup_cost": "Zero",
        "skill_level": "None required — patience and physical ability to stand in line",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code found; closest match 39-9099 Personal Care and Service Workers (all other)",
        "where_to_find_work": "TaskRabbit, Craigslist, LineSitter.com, gig apps",
        "adjacent_jobs": "Event Planner, Pet Sitter, Locksmith"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "any"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_014_professional_cuddler",
      "category": "Getting Started",
      "title": "Professional Cuddler: job_overview",
      "summary": "Professional cuddlers provide platonic physical touch sessions (cuddling) for comfort and companionship, typically lasting 1–2 hours, with training programs and certification available.",
      "body": "Professional cuddlers provide platonic physical touch sessions (cuddling) for comfort and companionship, typically lasting 1–2 hours, with training programs and certification available.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Personal Care and Service Workers, All Other) actually says:\n\n“All personal care and service workers not listed separately. Perform tasks related to client comfort, personal service, and hospitality.”\n\nNote: Professional cuddler is not a separately coded O*NET occupation. The O*NET page for Personal Care and Service Workers, All Other (39-9099) was opened as the closest official match. Pay figures ($40–$120/hr) are from the research agent's findings and are not from a Tier A source — recorded as could_not_verify per the rules.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-9099.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Personal Care and Service Workers, All Other)",
      "evidence_quote": "All personal care and service workers not listed separately. Perform tasks related to client comfort, personal service, and hospitality.",
      "volatility": "high",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Professional Cuddler",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "Professional cuddling is a real informal service industry; Cuddlist and Snuggery are known platforms",
      "job": {
        "job_name": "Professional Cuddler",
        "category": "Niche — touch and companionship services",
        "what_it_is": "Provides platonic physical touch (cuddling sessions) for comfort and companionship; typically 1–2 hour sessions; training programs available (e.g., Cuddlist certification)",
        "startup_cost": "Minimal — business license, insurance",
        "skill_level": "Low formal requirements; training programs available",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code found; closest match 39-9099 Personal Care and Service Workers (all other)",
        "where_to_find_work": "Cuddlist, Snuggery, professional cuddling directories",
        "adjacent_jobs": "Line Sitter, Skincare Specialist, Animal Caretaker"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_015_water_slide_tester",
      "category": "Getting Started",
      "title": "Water Slide Tester / Amusement Ride Tester: job_overview",
      "summary": "Water slide testers evaluate water park slides for safety, speed, water flow, and rider experience; this work falls under amusement and recreation attendant roles.",
      "body": "Water slide testers evaluate water park slides for safety, speed, water flow, and rider experience; this work falls under amusement and recreation attendant roles.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Amusement and Recreation Attendants) actually says:\n\n“Operate amusement rides, concession booths, or other recreation facilities for public entertainment.”\n\nNote: Water slide tester is not a separately coded O*NET occupation. The O*NET page for Amusement and Recreation Attendants (39-3091) was opened as the closest official match. Pay figures ($18–$30/hr) are from the research agent's findings and are not from a Tier A source — recorded as could_not_verify per the rules.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-3091.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Amusement and Recreation Attendants)",
      "evidence_quote": "Operate amusement rides, concession booths, or other recreation facilities for public entertainment.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Water Slide Tester / Amusement Ride Tester",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "Water slide testing is a real niche but not a standard O*NET/BLS classification",
      "job": {
        "job_name": "Water Slide Tester / Amusement Ride Tester",
        "category": "Niche — amusement park testing",
        "what_it_is": "Tests water park slides for safety, speed, water flow, rider experience; may include testing other amusement ride attractions",
        "startup_cost": "None (employer-provided)",
        "skill_level": "Engineering or physics background preferred; safety certifications",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code for water slide tester; closest match 39-3091 Amusement and Recreation Attendants",
        "where_to_find_work": "Water park operators, slide manufacturers (ProSlide, WhiteWater West)",
        "adjacent_jobs": "Event Planner, Skincare Specialist, Animal Caretaker"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_016_ghost_hunter",
      "category": "Getting Started",
      "title": "Ghost Hunter / Paranormal Investigator: job_overview",
      "summary": "Ghost hunters investigate reportedly haunted locations using EMF meters, cameras, audio recorders, and other equipment to detect paranormal activity; some work for TV productions or haunted location contracts.",
      "body": "Ghost hunters investigate reportedly haunted locations using EMF meters, cameras, audio recorders, and other equipment to detect paranormal activity; some work for TV productions or haunted location contracts.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Private Detectives and Investigators) actually says:\n\n“Conduct investigation of suspected illegal activities or malpractices by gathering facts, collecting evidence, or verifying information.”\n\nNote: Ghost hunter is not a separately coded O*NET occupation. The O*NET page for Private Detectives and Investigators (33-9021) was opened as the closest official match. Pay figures ($15–$25/hr, $25K–$55K/yr) are from the research agent's findings and are not from a Tier A source — recorded as could_not_verify per the rules.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/33-9021.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Private Detectives and Investigators)",
      "evidence_quote": "Conduct investigation of suspected illegal activities or malpractices by gathering facts, collecting evidence, or verifying information.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Ghost Hunter / Paranormal Investigator",
      "topic": "job_overview",
      "applies_to_country": "*",
      "applies_to_scope": "Paranormal investigation is a real niche industry but not a standard U.S. occupation classification",
      "job": {
        "job_name": "Ghost Hunter / Paranormal Investigator",
        "category": "Niche — paranormal investigation",
        "what_it_is": "Investigates reportedly haunted locations using EMF meters, cameras, audio recorders; may work for TV productions or haunted location contracts; equipment includes EMF meters, thermal cameras, EVP recorders",
        "startup_cost": "$2,000–$10,000 (equipment)",
        "skill_level": "No formal requirements; parapsychology courses available",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code found; closest match 33-9021 Private Detectives and Investigators",
        "where_to_find_work": "Independent, TV productions (Ghost Adventures, Kindred Spirits), haunted location contracts",
        "adjacent_jobs": "Forensic Science Technician, Locksmith, Event Planner"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "any"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_017_paint_drying_inspector",
      "category": "Getting Started",
      "title": "Paint Drying Inspector / Coating Inspector: job_overview",
      "summary": "Paint drying inspectors examine paint and coating applications for thickness, adhesion, drying time, and compliance with industry standards; certifications such as NACE/SSPC are available.",
      "body": "Paint drying inspectors examine paint and coating applications for thickness, adhesion, drying time, and compliance with industry standards; certifications such as NACE/SSPC are available.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Inspectors, Testers, Sorters, Samplers) actually says:\n\n“Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications.”\n\nNote: Paint drying inspector is not a separately coded O*NET occupation. The O*NET page for Inspectors, Testers, Sorters, Samplers (51-9061) was opened as the closest official match. Pay figures ($20–$35/hr, $40K–$75K/yr) are from the research agent's findings and are not from a Tier A source — recorded as could_not_verify per the rules.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/51-9061.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Inspectors, Testers, Sorters, Samplers)",
      "evidence_quote": "Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Paint Drying Inspector / Coating Inspector",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "Coating inspection is a real quality control niche in manufacturing",
      "job": {
        "job_name": "Paint Drying Inspector / Coating Inspector",
        "category": "Niche — quality inspection and coating",
        "what_it_is": "Inspects paint and coating applications for thickness, adhesion, drying time, compliance; uses specialized instruments to measure coating properties; certs: NACE/SSPC CIS, CS",
        "startup_cost": "$500–$2,000 (tools, certs)",
        "skill_level": "High school + experience; coating inspector cert preferred",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code for coating inspector; closest match 51-9061 Inspectors, Testers, Sorters, Samplers",
        "where_to_find_work": "Manufacturing, automotive, aerospace, marine industries; NACE/SSPC certified firms",
        "adjacent_jobs": "Forensic Science Technician, Locksmith, Animal Caretaker"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_018_pet_groomer",
      "category": "Getting Started",
      "title": "Pet Groomer / Dog Walker / Pet Sitter: job_overview",
      "summary": "Pet groomers wash, brush, clip, and trim coats, cut nails, and clean ears for pets; dog walkers and pet sitters provide care, exercise, and feeding for pets in owners' homes or facilities.",
      "body": "Pet groomers wash, brush, clip, and trim coats, cut nails, and clean ears for pets; dog walkers and pet sitters provide care, exercise, and feeding for pets in owners' homes or facilities.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Perform animal grooming duties, such as washing, brushing, clipping, and trimming coats, cutting nails, and cleaning ears. Sample of reported job titles: Animal Care Giver (ACG), Aquarist, Dog Bather, Dog Groomer, Groomer, Kennel Attendant, Kennel Technician (Kennel Tech), Pet Groomer, Pet Stylist, Zookeeper”\n\nNote: Pet grooming is explicitly listed as a sample job title under Animal Caretakers (39-2021.00) on O*NET. Apprenticeship title: Pet Groomer.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-2021.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Perform animal grooming duties, such as washing, brushing, clipping, and trimming coats, cutting nails, and cleaning ears. Sample of reported job titles: Animal Care Giver (ACG), Aquarist, Dog Bather, Dog Groomer, Groomer, Kennel Attendant, Kennel Technician (Kennel Tech), Pet Groomer, Pet Stylist, Zookeeper",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Pet Groomer / Dog Walker / Pet Sitter",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Pet Groomer / Dog Walker / Pet Sitter",
        "category": "Niche — pet care services",
        "what_it_is": "Washes, brushes, clips, trims coats, cuts nails, cleans ears for pets; dog walkers exercise pets; pet sitters feed, watch pets in owners' homes or facilities",
        "startup_cost": "$0–$500 (business cards, insurance)",
        "skill_level": "No formal requirements; pet first aid certs optional",
        "typical_pay_range": "$17.00/hr median, $35,360/yr median (BLS 2025 via O*NET — Animal Caretakers includes Pet Groomer)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "Rover, Wag!, Care.com, independent; pet stores, kennels, shelters",
        "adjacent_jobs": "Animal Caretaker, Locksmith, Skincare Specialist"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_019_face_feel",
      "category": "Getting Started",
      "title": "Face Feeler / Skin Analyst (Cosmetics R&D): job_overview",
      "summary": "Face feelers analyze skin texture, pore structure, and elasticity for cosmetics and beauty companies, using magnifying tools and instruments to evaluate product effects on skin.",
      "body": "Face feelers analyze skin texture, pore structure, and elasticity for cosmetics and beauty companies, using magnifying tools and instruments to evaluate product effects on skin.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine actually says:\n\n“Examine clients' skin, using magnifying lamps or visors when necessary, to evaluate skin condition and appearance. Demonstrate how to clean and care for skin properly and recommend skin-care regimens.”\n\nNote: Face feeler/skin analyst is not a separately coded O*NET occupation; Skincare Specialist (39-5094.00) was opened as the official match. The O*NET task 'Examine clients' skin, using magnifying lamps or visors when necessary, to evaluate skin condition and appearance' directly supports this work.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-5094.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine",
      "evidence_quote": "Examine clients' skin, using magnifying lamps or visors when necessary, to evaluate skin condition and appearance. Demonstrate how to clean and care for skin properly and recommend skin-care regimens.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Face Feeler / Skin Analyst (Cosmetics R&D)",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "job": {
        "job_name": "Face Feeler / Skin Analyst",
        "category": "Niche — cosmetics R&D and skin analysis",
        "what_it_is": "Analyzes skin texture, pore structure, elasticity for cosmetics/beauty industry; uses magnifiers, tools; evaluates product effects on skin; closest O*NET match: Skincare Specialist (39-5094.00)",
        "startup_cost": "$0–$2,000 (if freelance)",
        "skill_level": "Esthetician license often required; cosmetic science knowledge",
        "typical_pay_range": "$21.79/hr median, $45,330/yr median (BLS 2025 via O*NET — Skincare Specialists)",
        "pay_unit": "hourly/annual",
        "where_to_find_work": "Cosmetics R&D (L'Oréal, Estée Lauder, Clinique), dermatology clinics",
        "adjacent_jobs": "Animal Caretaker, Locksmith, Event Planner"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1569_job_discovery_niche_weird_but_real_jobs_angle_boards_niche_020_car_detailer",
      "category": "Getting Started",
      "title": "Car Detailer / Mobile Detailer: job_overview",
      "summary": "Car detailers clean, polish, and restore the interior and exterior of vehicles, including mobile service models that travel to clients' locations.",
      "body": "Car detailers clean, polish, and restore the interior and exterior of vehicles, including mobile service models that travel to clients' locations.\n\nWhat U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Cleaners of Vehicles) actually says:\n\n“Clean vehicles or individual parts of vehicles, such as windows, glass, upholstery, metal trim, or wheels.”\n\nNote: Car detailer is not a separately coded O*NET occupation. The O*NET page for Cleaners of Vehicles (53-7061) was opened as the closest official match. Pay figures ($15–$25/hr, $30–$50/hr mobile premium) are from the research agent's findings and are not from a Tier A source — recorded as could_not_verify per the rules.",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/53-7061.00",
      "last_verified": "2026-10-05",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, Employment and Training Administration — O*NET OnLine (closest match: Cleaners of Vehicles)",
      "evidence_quote": "Clean vehicles or individual parts of vehicles, such as windows, glass, upholstery, metal trim, or wheels.",
      "volatility": "low",
      "from_batch": "1569-job-discovery-niche-weird-but-real-jobs-angle-boards",
      "subject": "Car Detailer / Mobile Detailer",
      "topic": "job_overview",
      "applies_to_country": "Us",
      "applies_to_scope": "Car detailing is a real service industry but not separately classified in O*NET/BLS",
      "job": {
        "job_name": "Car Detailer / Mobile Detailer",
        "category": "Niche — vehicle cleaning and restoration",
        "what_it_is": "Cleans, polishes, and restores interior/exterior of vehicles; mobile service option travels to clients; includes ceramic coating, PPF installation",
        "startup_cost": "$500–$5,000 (products, buffer, mobile setup)",
        "skill_level": "Detailing techniques; no degree required; ceramix/PPF certs optional",
        "typical_pay_range": "could_not_verify — no O*NET or BLS specific occupation code for car detailer; closest match 53-7061 Cleaners of Vehicles or 49-3023 Automotive Service Technicians",
        "where_to_find_work": "Detail shops, mobile (via TaskRabbit, Yelp, Instagram); self-employed",
        "adjacent_jobs": "Laborer / Junk Removal, Locksmith, Animal Caretaker"
      },
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "onetonline",
        "topic": [
          "money.payout",
          "craft.studio"
        ],
        "explicitness": "any"
      }
    }
  ]
}
