Fresh pool: 136,787 / 158,991. Lowest India role-family counts: mobile-engineering 25 · legal-risk-compliance 52 · design-ux-content 94 · embedded-vlsi-hardware 97 · marketing-growth-comms 138 · people-hr-recruiting 156
| City bucket | Jobs | Share | |
|---|---|---|---|
| Bangalore | 2,913 | 39.6% | ████████████████████████ |
| Hyderabad | 975 | 13.2% | ████████ |
| Pune | 876 | 11.9% | ███████ |
| Mumbai | 446 | 6.1% | ████ |
| Gurgaon | 383 | 5.2% | ███ |
| Delhi | 88 | 1.2% | █ |
| Noida | 162 | 2.2% | █ |
| Chennai | 445 | 6.0% | ████ |
| Other India | 1,075 | 14.6% | █████████ |
| Role family | India jobs | Share |
|---|---|---|
| software-engineering | 1,733 | 23.5% |
| finance-accounting | 524 | 7.1% |
| enterprise-apps-erp-crm | 513 | 7.0% |
| sales-bd-account-management | 465 | 6.3% |
| devops-cloud-sre | 436 | 5.9% |
| program-project-business-analysis | 429 | 5.8% |
| product-management | 397 | 5.4% |
| data-bi-analytics | 396 | 5.4% |
| customer-success-support | 387 | 5.3% |
| ai-ml-data-science | 374 | 5.1% |
| operations-procurement-supply-chain | 348 | 4.7% |
| solutions-implementation-consulting | 313 | 4.3% |
| qa-test-engineering | 291 | 4.0% |
| cybersecurity-risk-iam | 195 | 2.6% |
| people-hr-recruiting | 156 | 2.1% |
| Role family | Bangalore | Hyderabad | Pune | Mumbai | Gurgaon | Delhi | Noida | Chennai | India |
|---|---|---|---|---|---|---|---|---|---|
| software-engineering | 793 | 262 | 232 | 34 | 48 | 7 | 44 | 112 | 1,733 |
| finance-accounting | 167 | 71 | 59 | 72 | 34 | 2 | 13 | 22 | 524 |
| enterprise-apps-erp-crm | 200 | 115 | 63 | 17 | 30 | · | 8 | 29 | 513 |
| sales-bd-account-management | 118 | 24 | 15 | 81 | 35 | 31 | 13 | 27 | 465 |
| devops-cloud-sre | 200 | 62 | 58 | 13 | 13 | 2 | 5 | 30 | 436 |
| program-project-business-analysis | 144 | 68 | 79 | 21 | 30 | 8 | 6 | 27 | 429 |
| product-management | 174 | 48 | 39 | 9 | 17 | 5 | 15 | 20 | 397 |
| data-bi-analytics | 145 | 50 | 63 | 19 | 22 | 3 | 5 | 29 | 396 |
| customer-success-support | 148 | 24 | 52 | 31 | 33 | 5 | 5 | 25 | 387 |
| ai-ml-data-science | 175 | 46 | 35 | 20 | 24 | · | 6 | 18 | 374 |
| operations-procurement-supply-chain | 118 | 44 | 31 | 33 | 26 | 4 | 6 | 27 | 348 |
| solutions-implementation-consulting | 111 | 45 | 31 | 15 | 20 | 9 | 2 | 6 | 313 |
| 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 | 17 | 17 |
| Country | Jobs | % | |
|---|---|---|---|
| USA | 22,091 | 37% | ████████████████████████ |
| Other | 9,904 | 17% | ███████████ |
| India | 7,330 | 12% | ████████ |
| Europe | 5,984 | 10% | ███████ |
| UK | 2,784 | 5% | ███ |
| APAC | 2,013 | 3% | ██ |
| Canada | 1,730 | 3% | ██ |
| Germany | 1,286 | 2% | █ |
| Remote | 1,280 | 2% | █ |
| LatAm | 975 | 2% | █ |
| Mexico | 764 | 1% | █ |
| Brazil | 733 | 1% | █ |
| Australia | 718 | 1% | █ |
| Singapore | 690 | 1% | █ |
| Middle East | 456 | 1% | |
| Japan | 387 | 1% | |
| Africa | 314 | 1% | |
| South Korea | 255 | 0% | |
| Israel | 248 | 0% | |
| Unknown | 58 | 0% |
| Region | Jobs | % | |
|---|---|---|---|
| USA | 6,783 | 39% | ████████████████████████ |
| Europe | 2,678 | 15% | █████████ |
| Remote | 1,158 | 7% | ████ |
| India | 1,126 | 7% | ████ |
| UK | 996 | 6% | ████ |
| Canada | 910 | 5% | ███ |
| Other | 637 | 4% | ██ |
| Germany | 550 | 3% | ██ |
| APAC | 484 | 3% | ██ |
| Brazil | 474 | 3% | ██ |
| LatAm | 473 | 3% | ██ |
| Mexico | 227 | 1% | █ |
| Australia | 215 | 1% | █ |
| Africa | 147 | 1% | █ |
| Middle East | 116 | 1% | |
| Singapore | 112 | 1% | |
| Japan | 102 | 1% | |
| Israel | 60 | 0% | |
| South Korea | 42 | 0% | |
| Unknown | 10 | 0% |
| Cohort | USA | Other | India | Europe | UK | APAC | Canada | Germany | Total |
|---|---|---|---|---|---|---|---|---|---|
| sales-bd-account-management | 3493 | 1497 | 461 | 885 | 532 | 303 | 212 | 299 | 8,880 |
| software-engineering | 2521 | 1086 | 1724 | 965 | 281 | 209 | 389 | 145 | 8,129 |
| customer-success-support | 4615 | 918 | 384 | 442 | 189 | 238 | 105 | 75 | 7,574 |
| program-project-business-analysis | 1532 | 943 | 425 | 431 | 285 | 119 | 112 | 73 | 4,403 |
| operations-procurement-supply-chain | 1439 | 882 | 348 | 346 | 160 | 227 | 90 | 115 | 4,029 |
| finance-accounting | 940 | 758 | 524 | 417 | 137 | 170 | 78 | 52 | 3,472 |
| product-management | 1274 | 523 | 396 | 347 | 153 | 101 | 147 | 107 | 3,457 |
| solutions-implementation-consulting | 866 | 408 | 313 | 274 | 164 | 81 | 56 | 73 | 2,702 |
| marketing-growth-comms | 1027 | 325 | 138 | 300 | 205 | 104 | 90 | 75 | 2,625 |
| ai-ml-data-science | 723 | 287 | 373 | 261 | 133 | 83 | 82 | 50 | 2,227 |
| devops-cloud-sre | 817 | 336 | 436 | 211 | 96 | 23 | 75 | 33 | 2,225 |
| data-bi-analytics | 434 | 369 | 396 | 208 | 79 | 52 | 53 | 31 | 1,923 |
| people-hr-recruiting | 547 | 273 | 156 | 202 | 67 | 85 | 41 | 36 | 1,650 |
| enterprise-apps-erp-crm | 342 | 340 | 506 | 81 | 66 | 17 | 33 | 15 | 1,564 |
| cybersecurity-risk-iam | 459 | 286 | 192 | 134 | 46 | 18 | 45 | 22 | 1,348 |
| 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 18:00 · 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 |
| 2026-08-10 | — | ● succeeded 23:18 · 321 rep · 69 disc |
● green=succeeded · orange=partial · red=failed · blue=running. Each cell: finish time · reports written · discoveries · errors.