{
    "as_of": "2026-10-29T11:01:31+00:00",
    "corpus_total": 196,
    "company_filter": "Ramp",
    "summary": {
        "unique_role_keys": 184,
        "clustered_role_keys": 11,
        "total_reposts": 12,
        "repost_pct": 6.1,
        "tier_breakdown": {
            "duplicate": 10,
            "persistent": 1,
            "chronic": 0
        }
    },
    "top_clusters": [
        {
            "title": "Software Engineer, Forward Deployed",
            "company": "Ramp",
            "count": 3,
            "first_seen": "2025-11-05T16:45:58+00:00",
            "last_seen": "2026-10-22T19:20:16+00:00",
            "tier": "persistent"
        },
        {
            "title": "Account Manager | Mid-Market",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2025-06-05T17:33:32+00:00",
            "last_seen": "2026-10-24T03:45:07+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Solutions Consultant",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-04-24T01:01:37+00:00",
            "last_seen": "2026-04-28T17:02:04+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Customer Activation Manager | Partnerships ",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-08-10T20:47:02+00:00",
            "last_seen": "2026-10-13T02:10:15+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Technical Consultant, Enterprise, Oracle Cloud",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-08-11T17:30:41+00:00",
            "last_seen": "2026-10-25T17:55:48+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Customer Experience Associate",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-08-18T20:36:07+00:00",
            "last_seen": "2026-10-21T02:59:14+00:00",
            "tier": "duplicate"
        },
        {
            "title": "AI Solutions Engineer",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-08-27T03:05:26+00:00",
            "last_seen": "2026-10-28T13:29:54+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Partner Consultant, Systems Integrators",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-09-02T17:12:00+00:00",
            "last_seen": "2026-10-24T03:50:08+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Enterprise Manager, Sales Development",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-09-18T12:58:32+00:00",
            "last_seen": "2026-10-08T16:51:24+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Money Laundering Reporting Officer, Canada",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-10-26T16:41:13+00:00",
            "last_seen": "2026-10-28T13:30:40+00:00",
            "tier": "duplicate"
        },
        {
            "title": "KYB/AML Analyst, Sweden",
            "company": "Ramp",
            "count": 2,
            "first_seen": "2026-10-26T16:39:59+00:00",
            "last_seen": "2026-10-27T13:36:01+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 \u2013 some duplicates are legitimate cross-team or cross-region postings of the same role."
}