{
    "as_of": "2026-07-30T17:32:39+00:00",
    "corpus_total": 203,
    "company_filter": "Airbnb",
    "summary": {
        "unique_role_keys": 169,
        "clustered_role_keys": 33,
        "total_reposts": 34,
        "repost_pct": 16.7,
        "tier_breakdown": {
            "duplicate": 32,
            "persistent": 1,
            "chronic": 0
        }
    },
    "top_clusters": [
        {
            "title": "Safety Specialist",
            "company": "Airbnb",
            "count": 3,
            "first_seen": "2026-05-20T14:01:41+00:00",
            "last_seen": "2026-05-29T05:11:06+00:00",
            "tier": "persistent"
        },
        {
            "title": "Software Engineer, Guest & Host",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-04-23T15:08:28+00:00",
            "last_seen": "2026-05-06T13:22:24+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Technical Program Manager, Community Support Engineering",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-04-24T01:02:03+00:00",
            "last_seen": "2026-06-30T23:37:57+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Specialist, Safety",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-04-08T19:04:18+00:00",
            "last_seen": "2026-05-05T18:17:22+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Manager, Luxe Supply",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-12T17:07:19+00:00",
            "last_seen": "2026-05-12T17:07:19+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Advanced Analyst, Guest Engagement",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-15T19:50:03+00:00",
            "last_seen": "2026-05-15T21:04:13+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Release Manager, CS Platform",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-18T21:09:39+00:00",
            "last_seen": "2026-05-26T21:18:59+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Program Manager, Community Support",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-18T21:09:38+00:00",
            "last_seen": "2026-05-20T01:06:54+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Manager, Safety",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-19T21:10:42+00:00",
            "last_seen": "2026-05-19T21:10:42+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Regulatory Operations Manager, Cities",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-21T12:13:11+00:00",
            "last_seen": "2026-05-21T13:07:18+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Principal AI/ML Researcher / Engineer Reasoning, Planning, and Decision-making systems",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-25T01:07:44+00:00",
            "last_seen": "2026-06-01T10:32:27+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Lead, Advanced Analytics, Acquisition",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-26T18:18:53+00:00",
            "last_seen": "2026-05-26T21:18:53+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Frontend Engineer, Client Data & Networking Platform",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-28T21:19:50+00:00",
            "last_seen": "2026-07-07T22:43:56+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Lead Analyst, Advanced Analytics",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-05-29T20:29:58+00:00",
            "last_seen": "2026-05-30T01:45:34+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Data Scientist - Inference, Community Support",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-06-28T23:56:43+00:00",
            "last_seen": "2026-07-15T16:12:33+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Data Scientist - Algorithms, Community Support",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-06-28T23:56:43+00:00",
            "last_seen": "2026-07-15T16:12:21+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Software Engineer, Cloud Networking",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-06-29T23:30:14+00:00",
            "last_seen": "2026-06-29T23:49:13+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Staff Software Engineer, Host Pricing & Settings",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-06-30T22:41:52+00:00",
            "last_seen": "2026-06-30T23:37:55+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Data Scientist - Long Term Impact",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-07-02T20:44:13+00:00",
            "last_seen": "2026-07-02T23:47:50+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Platform Manager, Quality",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-07-13T19:38:19+00:00",
            "last_seen": "2026-07-13T23:50:12+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Global Law Enforcement Operations Enablement Manager",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-07-13T21:02:35+00:00",
            "last_seen": "2026-07-13T23:50:09+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Manager, Premium Support",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-07-17T23:01:08+00:00",
            "last_seen": "2026-07-17T23:01:08+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Backend Engineer - Ads Platform",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-07-22T19:52:40+00:00",
            "last_seen": "2026-07-23T00:20:15+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Manager, Machine Learning Engineering - Communication & Connectivity",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-07-22T21:32:00+00:00",
            "last_seen": "2026-07-23T00:20:14+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Backend Engineer, Host Pricing & Availability",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-07-28T16:33:45+00:00",
            "last_seen": "2026-07-28T23:27:55+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Staff Software Engineer, Marketing Technology",
            "company": "Airbnb",
            "count": 2,
            "first_seen": "2026-07-29T22:14:53+00:00",
            "last_seen": "2026-07-30T00:03:13+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Localization Manager, Canada",
            "company": "airbnb",
            "count": 2,
            "first_seen": "2026-01-22T19:45:27+00:00",
            "last_seen": "2026-01-22T19:45:54+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff GenAI Backend Engineer, Automation Foundation",
            "company": "airbnb",
            "count": 2,
            "first_seen": "2026-03-17T19:33:08+00:00",
            "last_seen": "2026-04-24T05:07:51+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Staff Software Engineer, Trust",
            "company": "airbnb",
            "count": 2,
            "first_seen": "2026-04-21T22:51:28+00:00",
            "last_seen": "2026-04-22T01:36:53+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Staff Machine Learning Engineer, Post Training",
            "company": "airbnb",
            "count": 2,
            "first_seen": "2026-05-05T20:58:33+00:00",
            "last_seen": "2026-05-06T13:22:24+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Account Executive, Hotels (London-based)",
            "company": "airbnb",
            "count": 2,
            "first_seen": "2026-07-07T09:06:52+00:00",
            "last_seen": "2026-07-29T15:16:29+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Backend Engineer, Host Serving and Access",
            "company": "airbnb",
            "count": 2,
            "first_seen": "2026-07-21T23:33:46+00:00",
            "last_seen": "2026-07-22T02:34:31+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Operations Engineer, BizTech",
            "company": "airbnb",
            "count": 2,
            "first_seen": "2026-07-22T15:45:14+00:00",
            "last_seen": "2026-07-24T11:10:39+00:00",
            "tier": "duplicate"
        }
    ],
    "docs": "https://remnavi.com/editorial/ghost-jobs/",
    "methodology_note": "Clusters are jobs sharing a normalised (title, company) key. A cluster of N listings counts (N-1) as reposts. This is an observation, not a verdict \u2014 some duplicates are legitimate cross-team or cross-region postings of the same role."
}