{
    "as_of": "2026-10-28T22:45:05+00:00",
    "corpus_total": 450,
    "company_filter": "GitLab",
    "summary": {
        "unique_role_keys": 321,
        "clustered_role_keys": 88,
        "total_reposts": 129,
        "repost_pct": 28.7,
        "tier_breakdown": {
            "duplicate": 66,
            "persistent": 17,
            "chronic": 5
        }
    },
    "top_clusters": [
        {
            "title": "Senior Solutions Architect",
            "company": "GitLab",
            "count": 8,
            "first_seen": "2026-04-29T21:06:33+00:00",
            "last_seen": "2026-10-27T15:52:43+00:00",
            "tier": "chronic"
        },
        {
            "title": "Customer Success Manager",
            "company": "GitLab",
            "count": 6,
            "first_seen": "2026-04-28T09:05:39+00:00",
            "last_seen": "2026-10-16T20:07:26+00:00",
            "tier": "chronic"
        },
        {
            "title": "Strategic Account Executive",
            "company": "GitLab",
            "count": 6,
            "first_seen": "2026-05-13T13:14:55+00:00",
            "last_seen": "2026-10-02T17:47:50+00:00",
            "tier": "chronic"
        },
        {
            "title": "Corporate Development Director",
            "company": "gitlab",
            "count": 6,
            "first_seen": "2026-10-20T18:21:59+00:00",
            "last_seen": "2026-10-22T10:30:29+00:00",
            "tier": "chronic"
        },
        {
            "title": "Business Development Representative ",
            "company": "gitlab",
            "count": 5,
            "first_seen": "2026-05-01T15:27:23+00:00",
            "last_seen": "2026-10-28T03:19:21+00:00",
            "tier": "chronic"
        },
        {
            "title": "Major Account Executive",
            "company": "GitLab",
            "count": 4,
            "first_seen": "2026-04-24T01:02:45+00:00",
            "last_seen": "2026-10-26T14:24:37+00:00",
            "tier": "persistent"
        },
        {
            "title": "Commercial Account Executive",
            "company": "GitLab",
            "count": 4,
            "first_seen": "2026-05-13T21:13:34+00:00",
            "last_seen": "2026-10-22T10:30:28+00:00",
            "tier": "persistent"
        },
        {
            "title": "Intermediate Fullstack Engineer (Ruby/Vue.js), Growth",
            "company": "gitlab",
            "count": 4,
            "first_seen": "2026-10-23T16:05:34+00:00",
            "last_seen": "2026-10-25T10:38:03+00:00",
            "tier": "persistent"
        },
        {
            "title": "Strategic Account Executive - Public Sector",
            "company": "GitLab",
            "count": 3,
            "first_seen": "2026-04-22T15:09:56+00:00",
            "last_seen": "2026-10-02T17:50:50+00:00",
            "tier": "persistent"
        },
        {
            "title": "Solutions Architect",
            "company": "GitLab",
            "count": 3,
            "first_seen": "2026-04-24T17:11:19+00:00",
            "last_seen": "2026-05-21T13:11:02+00:00",
            "tier": "persistent"
        },
        {
            "title": "Sales Development Representative",
            "company": "GitLab",
            "count": 3,
            "first_seen": "2026-05-01T17:07:35+00:00",
            "last_seen": "2026-09-23T15:18:32+00:00",
            "tier": "persistent"
        },
        {
            "title": "Customer Success Architect",
            "company": "GitLab",
            "count": 3,
            "first_seen": "2026-05-12T17:10:18+00:00",
            "last_seen": "2026-10-26T13:22:26+00:00",
            "tier": "persistent"
        },
        {
            "title": "Senior Manager, Technical Program Management",
            "company": "GitLab",
            "count": 3,
            "first_seen": "2026-09-28T13:56:51+00:00",
            "last_seen": "2026-10-11T18:55:13+00:00",
            "tier": "persistent"
        },
        {
            "title": "Engineering Manager, Tenant Scale: Gitaly",
            "company": "GitLab",
            "count": 3,
            "first_seen": "2026-10-23T16:05:57+00:00",
            "last_seen": "2026-10-24T05:55:16+00:00",
            "tier": "persistent"
        },
        {
            "title": "Engineering Manager, Build ",
            "company": "gitlab",
            "count": 3,
            "first_seen": "2026-08-19T15:33:14+00:00",
            "last_seen": "2026-10-22T10:30:29+00:00",
            "tier": "persistent"
        },
        {
            "title": "Intermediate Software Engineer, Security Factory: Vulnerability Management ",
            "company": "gitlab",
            "count": 3,
            "first_seen": "2026-08-20T23:22:50+00:00",
            "last_seen": "2026-10-25T10:38:01+00:00",
            "tier": "persistent"
        },
        {
            "title": "Senior Backend Engineer (Go), Tenant Scale: Gitaly ",
            "company": "gitlab",
            "count": 3,
            "first_seen": "2026-08-20T15:45:55+00:00",
            "last_seen": "2026-10-11T18:55:13+00:00",
            "tier": "persistent"
        },
        {
            "title": "Candidate Experience Specialist, Contractor ",
            "company": "gitlab",
            "count": 3,
            "first_seen": "2026-09-08T13:33:32+00:00",
            "last_seen": "2026-10-26T13:22:25+00:00",
            "tier": "persistent"
        },
        {
            "title": "Associate Renewals Manager",
            "company": "gitlab",
            "count": 3,
            "first_seen": "2026-09-09T15:29:25+00:00",
            "last_seen": "2026-10-16T13:29:10+00:00",
            "tier": "persistent"
        },
        {
            "title": "Staff Solutions Architect, AI Subject Matter Expert",
            "company": "gitlab",
            "count": 3,
            "first_seen": "2026-10-16T15:58:55+00:00",
            "last_seen": "2026-10-18T11:55:25+00:00",
            "tier": "persistent"
        },
        {
            "title": "Backend Engineer (Ruby), Create: Change Record",
            "company": "gitlab",
            "count": 3,
            "first_seen": "2026-10-19T09:22:09+00:00",
            "last_seen": "2026-10-20T08:55:26+00:00",
            "tier": "persistent"
        },
        {
            "title": "Senior Engagement Manager - EMEA",
            "company": "gitlab",
            "count": 3,
            "first_seen": "2026-10-23T14:22:57+00:00",
            "last_seen": "2026-10-24T05:55:16+00:00",
            "tier": "persistent"
        },
        {
            "title": "Manager, Solutions Architects",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-04-24T17:11:18+00:00",
            "last_seen": "2026-05-06T13:12:45+00:00",
            "tier": "duplicate"
        },
        {
            "title": "AI Engineer",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-04-28T17:01:50+00:00",
            "last_seen": "2026-05-29T11:50:26+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Candidate Experience Specialist",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-04-28T09:05:38+00:00",
            "last_seen": "2026-05-06T13:12:44+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Commercial Account Executive - Mid-Market",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-05-11T21:05:44+00:00",
            "last_seen": "2026-05-26T17:18:39+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Forward Deployed Engineer",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-05-12T01:03:30+00:00",
            "last_seen": "2026-05-12T01:03:30+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior AI Engineer",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-05-22T17:02:57+00:00",
            "last_seen": "2026-05-26T01:18:48+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior FP&A Analyst, Cloud Hosting",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-08-25T15:00:31+00:00",
            "last_seen": "2026-08-25T16:49:03+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Staff Software Engineer",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-09-17T16:32:18+00:00",
            "last_seen": "2026-09-17T16:32:18+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Forward Deployed Engineer - EMEA",
            "company": "GitLab",
            "count": 2,
            "first_seen": "2026-10-23T17:58:06+00:00",
            "last_seen": "2026-10-26T03:55:18+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Engineering Manager, Switchboard",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-07-13T11:33:45+00:00",
            "last_seen": "2026-10-23T17:58:04+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Customer Success Engineer, LATAM (Spanish, Portugese) ",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-07-22T14:59:01+00:00",
            "last_seen": "2026-10-26T04:06:57+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Enterprise Account Executive - Singapore ",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-07-24T05:22:11+00:00",
            "last_seen": "2026-10-21T11:05:02+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Commercial Account Executive, Named - West",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-08-03T20:43:10+00:00",
            "last_seen": "2026-10-26T13:22:27+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Intermediate Support Engineer (SHIFT) ",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-08-05T20:10:09+00:00",
            "last_seen": "2026-10-25T10:38:00+00:00",
            "tier": "duplicate"
        },
        {
            "title": " Engineering Manager, Dedicated Integrations",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-08-10T09:08:25+00:00",
            "last_seen": "2026-10-22T10:30:30+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Strategic Account Executive, Poland",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-08-10T11:19:57+00:00",
            "last_seen": "2026-09-09T08:50:17+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Backend Engineer (Ruby), Plan: Spec-Driven Development",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-08-17T11:10:50+00:00",
            "last_seen": "2026-08-26T11:08:19+00:00",
            "tier": "duplicate"
        },
        {
            "title": "AI Transformation Owner, Product & Design",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-08-19T20:54:08+00:00",
            "last_seen": "2026-10-26T04:07:04+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Assigned Support Engineer (EMEA)",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-08-20T17:51:05+00:00",
            "last_seen": "2026-10-11T18:55:13+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Chief of Staff, CRO ",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-08-24T21:41:11+00:00",
            "last_seen": "2026-10-26T13:22:27+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Principal Security Researcher",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-09-05T17:47:29+00:00",
            "last_seen": "2026-10-26T03:55:18+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Intermediate Security Engineer, Security Incident Response Team (SIRT)",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-09-09T13:11:30+00:00",
            "last_seen": "2026-10-26T07:30:33+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Commercial Account Executive - Mid-Market, East",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-09-10T17:32:44+00:00",
            "last_seen": "2026-10-26T13:22:27+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Strategic Account Executive, Northeast",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-09-11T20:06:01+00:00",
            "last_seen": "2026-10-19T01:32:46+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Senior Customer Success Engineer, Japan",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-09-16T03:23:18+00:00",
            "last_seen": "2026-10-26T07:30:33+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Engagement Manager - French Speaking",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-09-21T19:34:12+00:00",
            "last_seen": "2026-10-19T16:52:55+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Backend Engineer, Create: Repository Management",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-09-24T21:59:06+00:00",
            "last_seen": "2026-10-16T13:29:09+00:00",
            "tier": "duplicate"
        },
        {
            "title": "Backend Engineer, Create: Source Code Experience (Ruby)   ",
            "company": "gitlab",
            "count": 2,
            "first_seen": "2026-09-24T21:59:52+00:00",
            "last_seen": "2026-10-20T19:18:47+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."
}