{
    "as_of": "2026-10-30T19:48:01+00:00",
    "corpus_total": 197,
    "company_filter": "Reddit",
    "summary": {
        "unique_role_keys": 156,
        "clustered_role_keys": 29,
        "total_reposts": 41,
        "repost_pct": 20.8,
        "tier_breakdown": {
            "duplicate": 22,
            "persistent": 5,
            "chronic": 2
        }
    },
    "top_clusters": [
        {
            "title": "Senior Software Engineer, Core Platform",
            "company": "reddit",
            "count": 5,
            "first_seen": "2026-06-23T15:11:21+00:00",
            "last_seen": "2026-06-23T15:30:40+00:00",
            "tier": "chronic"
        },
        {
            "title": "Trust and Safety Policy, Ads Policy,  Lead (Europe)",
            "company": "reddit",
            "count": 5,
            "first_seen": "2026-09-10T08:53:04+00:00",
            "last_seen": "2026-10-11T08:39:49+00:00",
            "tier": "chronic"
        },
        {
            "title": "Global Indirect Tax Manager",
            "company": "reddit",
            "count": 4,
            "first_seen": "2026-09-09T22:42:31+00:00",
            "last_seen": "2026-10-11T08:39:50+00:00",
            "tier": "persistent"
        },
        {
            "title": "Senior, Business Risk & AI Automation",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-07-20T16:29:13+00:00",
            "last_seen": "2026-10-28T03:19:28+00:00",
            "tier": "persistent"
        },
        {
            "title": "Staff Machine Learning Engineer, Ads Foundational Representations",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-08-21T13:50:41+00:00",
            "last_seen": "2026-10-11T08:39:50+00:00",
            "tier": "persistent"
        },
        {
            "title": "International Payroll Analyst",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-09-14T12:05:09+00:00",
            "last_seen": "2026-10-11T08:39:49+00:00",
            "tier": "persistent"
        },
        {
            "title": "Engineering Manager, Product Catalogs",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-10-28T10:20:38+00:00",
            "last_seen": "2026-10-28T16:54:13+00:00",
            "tier": "persistent"
        },
        {
            "title": "Staff Data Scientist, Ads",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-03-19T22:12:25+00:00",
            "last_seen": "2026-03-19T22:12:25+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Data Scientist, Marketing",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-05-05T18:32:22+00:00",
            "last_seen": "2026-05-15T17:25:36+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Software Engineer, Media Experiences",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-05-12T16:36:11+00:00",
            "last_seen": "2026-06-25T23:17:41+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Software Engineer, Ads",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-05-18T18:51:17+00:00",
            "last_seen": "2026-05-18T18:51:18+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Business Engineer - Ads",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-05-23T00:38:32+00:00",
            "last_seen": "2026-10-28T03:19:16+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Staff Data Scientist - Consumer Experimentation",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-01T19:35:01+00:00",
            "last_seen": "2026-06-01T19:35:10+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Business Engineer",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-23T00:31:53+00:00",
            "last_seen": "2026-10-27T03:29:19+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Data Scientist - Ads Measurement, Signals, Privacy",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-07-18T00:30:59+00:00",
            "last_seen": "2026-10-16T00:12:47+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Machine Learning Engineer",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-08-13T14:49:38+00:00",
            "last_seen": "2026-08-13T14:49:39+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Community Manager, French Speaking (Contract)",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-08-20T12:04:44+00:00",
            "last_seen": "2026-10-11T08:39:49+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Growth Manager (Contract)",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-08-20T12:24:32+00:00",
            "last_seen": "2026-10-11T08:39:49+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Director, Intellectual Property",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-08-21T19:36:14+00:00",
            "last_seen": "2026-10-20T15:25:34+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Engineering Manager, Notifications Platform",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-08-27T18:45:15+00:00",
            "last_seen": "2026-10-26T04:54:25+00:00",
            "tier": "duplicate"
        },
        {
            "title": "EMEA Insights Lead, Consumer and Commercial Strategy ",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-09-10T18:41:24+00:00",
            "last_seen": "2026-10-11T08:39:51+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Frontend Engineer, Ads",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-09-11T04:36:55+00:00",
            "last_seen": "2026-10-26T07:23:33+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Software Engineer, Ads",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-09-14T21:59:49+00:00",
            "last_seen": "2026-09-14T21:59:52+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Chief of Staff, Global Sales",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-10-03T00:07:42+00:00",
            "last_seen": "2026-10-03T00:07:43+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Engineering Manager, Knowledge Graph Platform ",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-10-08T00:18:57+00:00",
            "last_seen": "2026-10-20T15:25:34+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Community Manager, Dutch Speaking (Contract)",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-10-13T08:11:52+00:00",
            "last_seen": "2026-10-19T16:50:55+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Analytics Engineer",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-10-15T00:21:07+00:00",
            "last_seen": "2026-10-20T15:25:31+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Machine Learning Engineer",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-10-15T18:48:51+00:00",
            "last_seen": "2026-10-15T18:48:54+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Manager, EMEA Community (Contract)",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-10-23T16:46:41+00:00",
            "last_seen": "2026-10-25T10:40:03+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."
}