{
    "as_of": "2026-08-01T16:21:15+00:00",
    "corpus_total": 181,
    "company_filter": "reddit",
    "summary": {
        "unique_role_keys": 137,
        "clustered_role_keys": 28,
        "total_reposts": 44,
        "repost_pct": 24.3,
        "tier_breakdown": {
            "duplicate": 18,
            "persistent": 8,
            "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": "Revenue Growth & Strategy Partner",
            "company": "reddit",
            "count": 5,
            "first_seen": "2026-07-13T22:59:58+00:00",
            "last_seen": "2026-07-13T23:04:57+00:00",
            "tier": "chronic"
        },
        {
            "title": "Curriculum Lead, GTM Enablement",
            "company": "reddit",
            "count": 4,
            "first_seen": "2026-07-03T00:30:26+00:00",
            "last_seen": "2026-07-03T00:30:26+00:00",
            "tier": "persistent"
        },
        {
            "title": "Senior Lead, Marketing Science Partnerships & Insights",
            "company": "reddit",
            "count": 4,
            "first_seen": "2026-07-03T00:30:29+00:00",
            "last_seen": "2026-07-29T00:32:46+00:00",
            "tier": "persistent"
        },
        {
            "title": "Staff Data Scientist, Consumer",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-03-19T15:36:27+00:00",
            "last_seen": "2026-05-15T17:28:22+00:00",
            "tier": "persistent"
        },
        {
            "title": "Staff Android Engineer, Brand Ad Formats",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-04-23T16:34:23+00:00",
            "last_seen": "2026-04-23T16:35:42+00:00",
            "tier": "persistent"
        },
        {
            "title": "Staff Android Engineer (Clients Platform)",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-05-14T17:35:07+00:00",
            "last_seen": "2026-05-14T17:35:07+00:00",
            "tier": "persistent"
        },
        {
            "title": "Senior SRE, Ads",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-06-19T14:48:54+00:00",
            "last_seen": "2026-06-19T15:04:33+00:00",
            "tier": "persistent"
        },
        {
            "title": "Staff SRE, Ads",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-06-19T15:28:52+00:00",
            "last_seen": "2026-06-19T15:28:54+00:00",
            "tier": "persistent"
        },
        {
            "title": "Senior Client Partner, Large Customer Sales, Pharma",
            "company": "reddit",
            "count": 3,
            "first_seen": "2026-07-03T00:30:30+00:00",
            "last_seen": "2026-07-29T00:32:47+00:00",
            "tier": "persistent"
        },
        {
            "title": "Senior Data Scientist, Ads",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-03-19T15:36:24+00:00",
            "last_seen": "2026-03-19T15:36:24+00:00",
            "tier": "duplicate"
        },
        {
            "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": "Engineering Manager, Search Storage",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-04-27T19:31:35+00:00",
            "last_seen": "2026-04-28T09:06:09+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": "Staff Site Reliability Engineer - Site Experience",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-05-25T15:42:10+00:00",
            "last_seen": "2026-05-29T09:03:37+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Data Scientist, Consumer",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-05-28T20:50:35+00:00",
            "last_seen": "2026-05-28T20:50:36+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 Staff Data Scientist - Consumer Relevance",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-02T00:29:16+00:00",
            "last_seen": "2026-06-02T00:29:16+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Technical Solutions Manager, Signals",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-02T00:29:15+00:00",
            "last_seen": "2026-06-02T00:29:15+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Client Account Manager, Large Customer Sales (Pharma)",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-03T00:30:32+00:00",
            "last_seen": "2026-06-03T00:30:32+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Machine Learning Engineer",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-16T17:35:24+00:00",
            "last_seen": "2026-06-16T17:35:25+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Machine Learning Engineer, Ads Foundational Representations",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-19T23:13:02+00:00",
            "last_seen": "2026-06-19T23:13:39+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Machine Learning Engineer, ML Efficiency ",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-19T15:10:12+00:00",
            "last_seen": "2026-06-19T15:11:27+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Machine Learning Systems Engineer, Ads ML Platform",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-23T07:52:57+00:00",
            "last_seen": "2026-06-23T07:52:58+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Software Engineer, Storage",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-06-30T00:51:56+00:00",
            "last_seen": "2026-08-01T04:40:04+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior, Business Risk & AI Automation",
            "company": "reddit",
            "count": 2,
            "first_seen": "2026-07-20T16:29:13+00:00",
            "last_seen": "2026-07-20T16:30:15+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."
}