{
 "meta": {
  "title": "Talent Supply Index",
  "dataset_name": "Talent Supply Index 2026-Q4, preliminary (October 2026): applicants to Call Force Global by country",
  "description": "Aggregate statistics on job applications to Call Force Global from October 1 to 31, 2026: unique applicants by country across its six delivery countries (Jamaica, Trinidad and Tobago, Colombia, Saint Lucia, Guyana and Belize), with the share who listed English and Spanish, were home-office ready, could work 40 or more hours a week, reported a year or more of relevant experience, had backup power or were open to overnight shifts, plus experience, hours, shift, schedule, language, setup and referral breakdowns for the six-country pool. Counts of applicants, not hires and not market size. Any cell under 30 applicants is suppressed.",
  "version": "1.0",
  "release": "2026-Q4",
  "date_modified": "2026-11-02",
  "checked": "2026-11-02",
  "temporal_coverage": "2026-10-01/2026-10-31",
  "canonical_url": "https://callforce.global/resources/talent-supply-index/",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "disclaimer": "These counts describe people who applied to Call Force Global in the window. They are not a census of any labor market, and self-reported answers were not verified for this index.",
  "limits": [
   "Applicants are self-selected: they found and chose Call Force Global, so the mix reflects where it recruits and is not a measure of any national labor market.",
   "Answers are self-reported at application and were not verified for this index; screening and hiring outcomes are not included.",
   "Figures are as read on November 2, 2026. Applicants can later update their weekly schedule or record a new voice introduction, so a re-run can differ slightly.",
   "A preliminary, quarter-to-date release covering one month. Application volume rose through the month, so later weeks weigh more.",
   "English and Spanish counts what applicants listed; a native Spanish speaker who listed only English is not counted as bilingual.",
   "Referral channel comes from the source tag on the visit; a visit without a tag is counted as direct, so AI and search referrals are lower bounds.",
   "Guyana and Belize appear as applicant counts only: every profile share falls under the k = 30 rule."
  ],
  "creator": "Call Force Global Inc.",
  "citation": "Call Force Global. (2026, November 2). Talent Supply Index 2026-Q4 (preliminary) (Version 1.0) [Data set]. Call Force Global Inc. https://callforce.global/resources/talent-supply-index/",
  "window": {
   "from": "2026-10-01",
   "through": "2026-10-31",
   "timezone": "UTC",
   "quarter": "2026-Q4",
   "complete": false
  },
  "k_threshold": 30,
  "method": [
   "Source: the Call Force Global application form, read from its applications table on November 2, 2026 with a read-only script (scripts/talent-supply-index.js). Only aggregate counts leave the script. No names, contact details, free text, IDs, scores or pay fields are published.",
   "Window and unit: applications created from October 1 to 31, 2026 (UTC), 2026-Q4 to date, a preliminary release. Each applicant is counted once: records merged into another and repeat applications from the same email address are removed, leaving 1,784 unique applicants.",
   "Country: the application has no country field, so the script maps one with Call Force Global's delivery-country rules. A country named in the free-text location decides first, then a city or parish found in only one of the six countries, then the phone country or area code (Jamaica 876 or 658, Saint Lucia 758, Trinidad and Tobago 868, Belize +501, Guyana +592, Colombia +57), then the time zone chosen on the form. A location that names another country counts as another location. In this release 1,379 six-country applicants were placed by location and 120 by phone or time zone.",
   "Privacy rule (k = 30): every published count is at least 30, and a share is shown only when both the applicants who said yes and those who did not number at least 30. Where a hidden country cell could be recovered from the six-country total, the next smallest country is hidden too. Answers under 30 are folded into another row.",
   "Definitions: home-office ready means the applicant reported a quiet dedicated workspace, a USB or noise-canceling headset and at least 25 Mbps download speed. Relevant experience, hours, shift, languages and setup are the applicant's own answers. Schedule shares use applicants who filled in the weekly grid, which became required on October 13, 2026 (1,315 of 1,499). AI assistant referral means the visit carried a ChatGPT, Gemini, Perplexity, Claude or Copilot source tag."
  ],
  "suppression_summary": {
   "cells_suppressed": 16,
   "cells_published": 79,
   "catch_all_folds": 1
  }
 },
 "rows": [
  {
   "id": "all-applicants",
   "table": "country",
   "section": "Applicants by country",
   "segment": "All applicants",
   "measure": "Applicants",
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   "base": 1784,
   "share_pct": 100,
   "status": "published"
  },
  {
   "id": "six-applicants",
   "table": "country",
   "section": "Applicants by country",
   "segment": "Six delivery countries",
   "measure": "Applicants (share of all applicants)",
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   "status": "published"
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   "id": "jamaica-applicants",
   "table": "country",
   "section": "Applicants by country",
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   "status": "published"
  },
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   "status": "published"
  },
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   "id": "colombia-applicants",
   "table": "country",
   "section": "Applicants by country",
   "segment": "Colombia",
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   "status": "published"
  },
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   "id": "saint-lucia-applicants",
   "table": "country",
   "section": "Applicants by country",
   "segment": "Saint Lucia",
   "measure": "Applicants (share of the six-country pool)",
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   "base": 1499,
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   "status": "published"
  },
  {
   "id": "guyana-applicants",
   "table": "country",
   "section": "Applicants by country",
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   "status": "published"
  },
  {
   "id": "belize-applicants",
   "table": "country",
   "section": "Applicants by country",
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   "measure": "Applicants (share of the six-country pool)",
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   "status": "published"
  },
  {
   "id": "other-applicants",
   "table": "country",
   "section": "Applicants by country",
   "segment": "Other locations or not determined",
   "measure": "Applicants (share of all applicants)",
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   "base": 1784,
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   "status": "published"
  },
  {
   "id": "jamaica-bilingual",
   "table": "country",
   "section": "Country profile",
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   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "trinidad-and-tobago-bilingual",
   "table": "country",
   "section": "Country profile",
   "segment": "Trinidad and Tobago",
   "measure": "Listed English and Spanish",
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   "base": 350,
   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "colombia-bilingual",
   "table": "country",
   "section": "Country profile",
   "segment": "Colombia",
   "measure": "Listed English and Spanish",
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   "base": 198,
   "share_pct": 44.4,
   "status": "published"
  },
  {
   "id": "saint-lucia-bilingual",
   "table": "country",
   "section": "Country profile",
   "segment": "Saint Lucia",
   "measure": "Listed English and Spanish",
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   "base": 106,
   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "guyana-bilingual",
   "table": "country",
   "section": "Country profile",
   "segment": "Guyana",
   "measure": "Listed English and Spanish",
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   "base": 62,
   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "belize-bilingual",
   "table": "country",
   "section": "Country profile",
   "segment": "Belize",
   "measure": "Listed English and Spanish",
   "applicants": null,
   "base": 58,
   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "six-bilingual",
   "table": "country",
   "section": "Country profile",
   "segment": "Six delivery countries",
   "measure": "Listed English and Spanish",
   "applicants": 157,
   "base": 1499,
   "share_pct": 10.5,
   "status": "published"
  },
  {
   "id": "jamaica-home-office-ready",
   "table": "country",
   "section": "Country profile",
   "segment": "Jamaica",
   "measure": "Home-office ready (quiet space, headset, 25+ Mbps)",
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   "base": 725,
   "share_pct": 76,
   "status": "published"
  },
  {
   "id": "trinidad-and-tobago-home-office-ready",
   "table": "country",
   "section": "Country profile",
   "segment": "Trinidad and Tobago",
   "measure": "Home-office ready (quiet space, headset, 25+ Mbps)",
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   "base": 350,
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   "status": "published"
  },
  {
   "id": "colombia-home-office-ready",
   "table": "country",
   "section": "Country profile",
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   "measure": "Home-office ready (quiet space, headset, 25+ Mbps)",
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   "base": 198,
   "share_pct": 55.1,
   "status": "published"
  },
  {
   "id": "saint-lucia-home-office-ready",
   "table": "country",
   "section": "Country profile",
   "segment": "Saint Lucia",
   "measure": "Home-office ready (quiet space, headset, 25+ Mbps)",
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   "base": 106,
   "share_pct": 65.1,
   "status": "published"
  },
  {
   "id": "guyana-home-office-ready",
   "table": "country",
   "section": "Country profile",
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   "measure": "Home-office ready (quiet space, headset, 25+ Mbps)",
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   "base": 62,
   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "belize-home-office-ready",
   "table": "country",
   "section": "Country profile",
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   "measure": "Home-office ready (quiet space, headset, 25+ Mbps)",
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   "base": 58,
   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "six-home-office-ready",
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   "section": "Country profile",
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   "table": "country",
   "section": "Country profile",
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   "status": "published"
  },
  {
   "id": "trinidad-and-tobago-full-time",
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   "section": "Country profile",
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   "base": 350,
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   "status": "published"
  },
  {
   "id": "colombia-full-time",
   "table": "country",
   "section": "Country profile",
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   "measure": "Available 40+ hours a week",
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   "base": 198,
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   "status": "published"
  },
  {
   "id": "saint-lucia-full-time",
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   "section": "Country profile",
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   "status": "published"
  },
  {
   "id": "guyana-full-time",
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   "section": "Country profile",
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   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "belize-full-time",
   "table": "country",
   "section": "Country profile",
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   "base": 58,
   "share_pct": null,
   "status": "suppressed"
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   "id": "six-full-time",
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   "section": "Country profile",
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   "status": "published"
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   "id": "trinidad-and-tobago-exp1",
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  {
   "id": "trinidad-and-tobago-backup-power",
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   "section": "Country profile",
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   "base": 350,
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   "status": "published"
  },
  {
   "id": "colombia-backup-power",
   "table": "country",
   "section": "Country profile",
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   "status": "published"
  },
  {
   "id": "saint-lucia-backup-power",
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   "section": "Country profile",
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   "base": 106,
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   "status": "published"
  },
  {
   "id": "guyana-backup-power",
   "table": "country",
   "section": "Country profile",
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   "base": 62,
   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "belize-backup-power",
   "table": "country",
   "section": "Country profile",
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   "base": 58,
   "share_pct": null,
   "status": "suppressed"
  },
  {
   "id": "six-backup-power",
   "table": "country",
   "section": "Country profile",
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   "base": 1499,
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   "status": "published"
  },
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   "id": "jamaica-overnight-ok",
   "table": "country",
   "section": "Country profile",
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   "measure": "Open to overnight shifts",
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   "base": 725,
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   "status": "published"
  },
  {
   "id": "trinidad-and-tobago-overnight-ok",
   "table": "country",
   "section": "Country profile",
   "segment": "Trinidad and Tobago",
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   "base": 350,
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   "status": "published"
  },
  {
   "id": "colombia-overnight-ok",
   "table": "country",
   "section": "Country profile",
   "segment": "Colombia",
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   "base": 198,
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   "status": "published"
  },
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   "id": "saint-lucia-overnight-ok",
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   "section": "Country profile",
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   "measure": "Open to overnight shifts",
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   "base": 106,
   "share_pct": 71.7,
   "status": "published"
  },
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   "id": "guyana-overnight-ok",
   "table": "country",
   "section": "Country profile",
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   "base": 62,
   "share_pct": null,
   "status": "suppressed"
  },
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   "id": "belize-overnight-ok",
   "table": "country",
   "section": "Country profile",
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   "measure": "Open to overnight shifts",
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  },
  {
   "id": "six-overnight-ok",
   "table": "country",
   "section": "Country profile",
   "segment": "Six delivery countries",
   "measure": "Open to overnight shifts",
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   "status": "published"
  },
  {
   "id": "pool-exp-none",
   "table": "pool",
   "section": "Relevant experience",
   "segment": "Six delivery countries",
   "measure": "No prior experience",
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   "base": 1499,
   "share_pct": 19.7,
   "status": "published"
  },
  {
   "id": "pool-exp-under-1",
   "table": "pool",
   "section": "Relevant experience",
   "segment": "Six delivery countries",
   "measure": "Less than 1 year",
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   "base": 1499,
   "share_pct": 12.2,
   "status": "published"
  },
  {
   "id": "pool-exp-1-3",
   "table": "pool",
   "section": "Relevant experience",
   "segment": "Six delivery countries",
   "measure": "1 to 3 years",
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   "base": 1499,
   "share_pct": 26.8,
   "status": "published"
  },
  {
   "id": "pool-exp-3-5",
   "table": "pool",
   "section": "Relevant experience",
   "segment": "Six delivery countries",
   "measure": "3 to 5 years",
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   "base": 1499,
   "share_pct": 15.7,
   "status": "published"
  },
  {
   "id": "pool-exp-5-plus",
   "table": "pool",
   "section": "Relevant experience",
   "segment": "Six delivery countries",
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   "base": 1499,
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   "status": "published"
  },
  {
   "id": "pool-hours-under-20",
   "table": "pool",
   "section": "Hours a week they can work",
   "segment": "Six delivery countries",
   "measure": "Under 20 hours",
   "applicants": 151,
   "base": 1499,
   "share_pct": 10.1,
   "status": "published"
  },
  {
   "id": "pool-hours-20-30",
   "table": "pool",
   "section": "Hours a week they can work",
   "segment": "Six delivery countries",
   "measure": "20 to 30 hours",
   "applicants": 318,
   "base": 1499,
   "share_pct": 21.2,
   "status": "published"
  },
  {
   "id": "pool-hours-30-40",
   "table": "pool",
   "section": "Hours a week they can work",
   "segment": "Six delivery countries",
   "measure": "30 to 40 hours",
   "applicants": 303,
   "base": 1499,
   "share_pct": 20.2,
   "status": "published"
  },
  {
   "id": "pool-hours-40-plus",
   "table": "pool",
   "section": "Hours a week they can work",
   "segment": "Six delivery countries",
   "measure": "40 hours or more",
   "applicants": 727,
   "base": 1499,
   "share_pct": 48.5,
   "status": "published"
  },
  {
   "id": "pool-shift-morning-est",
   "table": "pool",
   "section": "Preferred shift (US Eastern time)",
   "segment": "Six delivery countries",
   "measure": "Morning",
   "applicants": 495,
   "base": 1499,
   "share_pct": 33,
   "status": "published"
  },
  {
   "id": "pool-shift-afternoon-est",
   "table": "pool",
   "section": "Preferred shift (US Eastern time)",
   "segment": "Six delivery countries",
   "measure": "Afternoon",
   "applicants": 147,
   "base": 1499,
   "share_pct": 9.8,
   "status": "published"
  },
  {
   "id": "pool-shift-evening-est",
   "table": "pool",
   "section": "Preferred shift (US Eastern time)",
   "segment": "Six delivery countries",
   "measure": "Evening",
   "applicants": 187,
   "base": 1499,
   "share_pct": 12.5,
   "status": "published"
  },
  {
   "id": "pool-shift-overnight-est",
   "table": "pool",
   "section": "Preferred shift (US Eastern time)",
   "segment": "Six delivery countries",
   "measure": "Overnight",
   "applicants": 124,
   "base": 1499,
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 ],
 "sources": {}
}