Fresh pool: 136,787 / 158,991. Lowest India role-family counts: mobile-engineering 23 · legal-risk-compliance 70 · embedded-vlsi-hardware 97 · design-ux-content 105 · marketing-growth-comms 111 · people-hr-recruiting 151
| City bucket | Jobs | Share | |
|---|---|---|---|
| Bangalore | 2,890 | 37.6% | ████████████████████████ |
| Hyderabad | 1,087 | 14.2% | █████████ |
| Pune | 907 | 11.8% | ████████ |
| Mumbai | 480 | 6.3% | ████ |
| Gurgaon | 391 | 5.1% | ███ |
| Delhi | 116 | 1.5% | █ |
| Noida | 145 | 1.9% | █ |
| Chennai | 427 | 5.6% | ████ |
| Other India | 1,234 | 16.1% | ██████████ |
| Role family | India jobs | Share |
|---|---|---|
| software-engineering | 1,879 | 24.5% |
| enterprise-apps-erp-crm | 579 | 7.5% |
| finance-accounting | 569 | 7.4% |
| sales-bd-account-management | 511 | 6.7% |
| program-project-business-analysis | 491 | 6.4% |
| devops-cloud-sre | 482 | 6.3% |
| data-bi-analytics | 393 | 5.1% |
| customer-success-support | 384 | 5.0% |
| ai-ml-data-science | 379 | 4.9% |
| product-management | 311 | 4.1% |
| qa-test-engineering | 310 | 4.0% |
| operations-procurement-supply-chain | 301 | 3.9% |
| solutions-implementation-consulting | 289 | 3.8% |
| cybersecurity-risk-iam | 242 | 3.2% |
| people-hr-recruiting | 151 | 2.0% |
| Role family | Bangalore | Hyderabad | Pune | Mumbai | Gurgaon | Delhi | Noida | Chennai | India |
|---|---|---|---|---|---|---|---|---|---|
| software-engineering | 823 | 320 | 248 | 46 | 42 | 17 | 43 | 121 | 1,879 |
| enterprise-apps-erp-crm | 210 | 137 | 70 | 15 | 14 | 12 | 7 | 28 | 579 |
| finance-accounting | 160 | 60 | 66 | 101 | 60 | 4 | 8 | 22 | 569 |
| sales-bd-account-management | 125 | 34 | 19 | 83 | 46 | 29 | 8 | 35 | 511 |
| program-project-business-analysis | 149 | 72 | 78 | 26 | 42 | 8 | 7 | 39 | 491 |
| devops-cloud-sre | 228 | 58 | 73 | 11 | 12 | 3 | 5 | 20 | 482 |
| data-bi-analytics | 146 | 70 | 40 | 30 | 14 | 2 | 8 | 29 | 393 |
| customer-success-support | 132 | 38 | 51 | 22 | 24 | 7 | 4 | 29 | 384 |
| ai-ml-data-science | 160 | 60 | 31 | 28 | 28 | 1 | 3 | 11 | 379 |
| product-management | 136 | 37 | 27 | 12 | 16 | 4 | 10 | 12 | 311 |
| qa-test-engineering | 106 | 45 | 46 | 14 | 11 | 8 | 12 | 12 | 310 |
| operations-procurement-supply-chain | 89 | 41 | 36 | 23 | 27 | 9 | 7 | 32 | 301 |
| Date | Unique jobs | × cohorts | |
|---|---|---|---|
| 2026-08-14 | 656 | 663 | ████ |
| 2026-08-13 | 3,120 | 3,200 | █████████████████████ |
| 2026-08-12 | 3,204 | 3,349 | ██████████████████████ |
| 2026-08-11 | 3,443 | 3,552 | ███████████████████████ |
| 2026-08-10 | 3,097 | 3,195 | █████████████████████ |
| 2026-08-09 | 928 | 931 | ██████ |
| 2026-08-08 | 1,053 | 1,060 | ███████ |
| 2026-08-07 | 3,095 | 3,169 | █████████████████████ |
| 2026-08-06 | 3,219 | 3,295 | ██████████████████████ |
| 2026-08-05 | 3,529 | 3,622 | ████████████████████████ |
| 2026-08-04 | 3,405 | 3,488 | ███████████████████████ |
| 2026-08-03 | 2,587 | 2,648 | ██████████████████ |
| 2026-08-02 | 373 | 378 | ███ |
| 2026-08-01 | 7 | 7 |
| Country | Jobs | % | |
|---|---|---|---|
| USA | 20,289 | 34% | ████████████████████████ |
| Other | 10,269 | 17% | ████████████ |
| India | 7,652 | 13% | █████████ |
| Europe | 6,709 | 11% | ████████ |
| UK | 2,881 | 5% | ███ |
| APAC | 1,984 | 3% | ██ |
| Canada | 1,890 | 3% | ██ |
| Germany | 1,316 | 2% | ██ |
| Remote | 1,141 | 2% | █ |
| LatAm | 920 | 2% | █ |
| Australia | 817 | 1% | █ |
| Brazil | 815 | 1% | █ |
| Mexico | 809 | 1% | █ |
| Singapore | 739 | 1% | █ |
| Middle East | 443 | 1% | █ |
| Africa | 399 | 1% | |
| Japan | 383 | 1% | |
| South Korea | 258 | 0% | |
| Israel | 235 | 0% | |
| Unknown | 51 | 0% |
| Region | Jobs | % | |
|---|---|---|---|
| USA | 7,143 | 38% | ████████████████████████ |
| Europe | 3,231 | 17% | ███████████ |
| India | 1,238 | 7% | ████ |
| UK | 1,076 | 6% | ████ |
| Canada | 1,047 | 6% | ████ |
| Remote | 1,005 | 5% | ███ |
| Other | 880 | 5% | ███ |
| Germany | 656 | 3% | ██ |
| Brazil | 581 | 3% | ██ |
| LatAm | 453 | 2% | ██ |
| APAC | 416 | 2% | █ |
| Mexico | 275 | 1% | █ |
| Australia | 248 | 1% | █ |
| Africa | 192 | 1% | █ |
| Middle East | 146 | 1% | |
| Singapore | 119 | 1% | |
| Japan | 97 | 1% | |
| Israel | 76 | 0% | |
| South Korea | 52 | 0% | |
| Unknown | 12 | 0% |
| Cohort | USA | Other | India | Europe | UK | APAC | Canada | Germany | Total |
|---|---|---|---|---|---|---|---|---|---|
| sales-bd-account-management | 3401 | 1478 | 509 | 903 | 619 | 350 | 229 | 290 | 8,969 |
| software-engineering | 2546 | 1293 | 1872 | 1096 | 318 | 186 | 452 | 189 | 8,747 |
| customer-success-support | 3141 | 824 | 384 | 441 | 197 | 191 | 87 | 78 | 5,854 |
| program-project-business-analysis | 1608 | 1020 | 491 | 437 | 233 | 142 | 156 | 65 | 4,690 |
| finance-accounting | 1053 | 848 | 567 | 469 | 176 | 210 | 89 | 56 | 3,955 |
| operations-procurement-supply-chain | 1400 | 907 | 301 | 291 | 142 | 181 | 74 | 94 | 3,842 |
| product-management | 1045 | 497 | 311 | 344 | 108 | 92 | 131 | 93 | 2,922 |
| devops-cloud-sre | 816 | 429 | 479 | 370 | 142 | 35 | 86 | 53 | 2,695 |
| solutions-implementation-consulting | 856 | 370 | 289 | 304 | 165 | 79 | 80 | 76 | 2,609 |
| ai-ml-data-science | 716 | 302 | 378 | 323 | 125 | 75 | 80 | 51 | 2,346 |
| marketing-growth-comms | 781 | 258 | 111 | 297 | 163 | 86 | 69 | 70 | 2,180 |
| data-bi-analytics | 399 | 390 | 392 | 292 | 95 | 60 | 66 | 38 | 2,022 |
| enterprise-apps-erp-crm | 285 | 335 | 573 | 117 | 59 | 27 | 49 | 20 | 1,669 |
| people-hr-recruiting | 522 | 278 | 151 | 265 | 69 | 73 | 51 | 34 | 1,667 |
| qa-test-engineering | 364 | 289 | 310 | 160 | 31 | 45 | 35 | 24 | 1,407 |
| Alert | When | What to watch |
|---|---|---|
| 🇮🇳 India jobs — post-scan report | 08:20 IST | Primary supply KPI: India total, city mix, and day-over-day delta after jsonapi finishes. |
| 🔎 India company finder — daily | 06:40 IST | Lead indicator: newly-added India-posting boards. Zero for several days means refresh the ATS candidate universe. |
| ✖/⚠ Scanner sweep alerts | during scans | Immediate action: failed/partial jsonapi runs, rate-limit pressure, or cohort failures reduce supply. |
| 📊 Quality scorecard | 08:30 IST | Quality guardrail: precision, freshness, dead boards, multibucket factor, and backlog. |
| 🧹 Embeddings hygiene | 11:45 IST | Database guardrail: repeated large cleanups mean stale vectors are leaking again. |
| 📝/✅/⏸ Self-healing loop | 09:00 IST | Watch only when it posts: it found a real quality issue, opened/shipped a fix, or paused for review. |
| Date | agent_scan | jsonapi |
|---|---|---|
| 2026-08-15 | ● succeeded 00:31 · 0 rep · 0 disc · 20 err | ● failed 20:04 · 0 rep · 0 disc |
| 2026-08-14 | — | ● failed 23:01 · 0 rep · 0 disc |
| 2026-08-13 | ● succeeded 00:31 · 0 rep · 0 disc · 20 err | ● succeeded 23:20 · 383 rep · 55 disc |
| 2026-08-12 | — | ● succeeded 23:18 · 378 rep · 88 disc |
| 2026-08-11 | ● succeeded 00:31 · 0 rep · 0 disc · 20 err | ● succeeded 23:17 · 355 rep · 68 disc |
● green=succeeded · orange=partial · red=failed · blue=running. Each cell: finish time · reports written · discoveries · errors.