Fresh pool: 135,799 / 158,991. Lowest India role-family counts: mobile-engineering 30 · legal-risk-compliance 46 · design-ux-content 92 · embedded-vlsi-hardware 118 · marketing-growth-comms 130 · people-hr-recruiting 191
| City bucket | Jobs | Share | |
|---|---|---|---|
| Bangalore | 3,018 | 39.3% | ████████████████████████ |
| Hyderabad | 1,013 | 13.2% | ████████ |
| Pune | 939 | 12.2% | ███████ |
| Mumbai | 477 | 6.2% | ████ |
| Gurgaon | 356 | 4.6% | ███ |
| Delhi | 83 | 1.1% | █ |
| Noida | 137 | 1.8% | █ |
| Chennai | 441 | 5.7% | ████ |
| Other India | 1,215 | 15.8% | ██████████ |
| Role family | India jobs | Share |
|---|---|---|
| software-engineering | 1,806 | 23.5% |
| finance-accounting | 635 | 8.3% |
| enterprise-apps-erp-crm | 635 | 8.3% |
| program-project-business-analysis | 470 | 6.1% |
| data-bi-analytics | 439 | 5.7% |
| customer-success-support | 433 | 5.6% |
| sales-bd-account-management | 411 | 5.4% |
| ai-ml-data-science | 378 | 4.9% |
| devops-cloud-sre | 377 | 4.9% |
| operations-procurement-supply-chain | 345 | 4.5% |
| qa-test-engineering | 314 | 4.1% |
| product-management | 282 | 3.7% |
| cybersecurity-risk-iam | 278 | 3.6% |
| solutions-implementation-consulting | 269 | 3.5% |
| people-hr-recruiting | 191 | 2.5% |
| Role family | Bangalore | Hyderabad | Pune | Mumbai | Gurgaon | Delhi | Noida | Chennai | India |
|---|---|---|---|---|---|---|---|---|---|
| software-engineering | 843 | 231 | 254 | 61 | 49 | 10 | 32 | 123 | 1,806 |
| finance-accounting | 188 | 83 | 92 | 81 | 48 | 5 | 22 | 24 | 635 |
| enterprise-apps-erp-crm | 269 | 142 | 79 | 15 | 12 | 5 | 8 | 27 | 635 |
| program-project-business-analysis | 144 | 74 | 84 | 35 | 30 | 7 | 5 | 30 | 470 |
| data-bi-analytics | 172 | 69 | 53 | 21 | 22 | 1 | 8 | 32 | 439 |
| customer-success-support | 148 | 34 | 50 | 30 | 36 | 6 | 9 | 31 | 433 |
| sales-bd-account-management | 83 | 24 | 19 | 67 | 27 | 20 | 9 | 26 | 411 |
| ai-ml-data-science | 174 | 55 | 30 | 23 | 20 | · | 2 | 19 | 378 |
| devops-cloud-sre | 182 | 53 | 44 | 5 | 16 | 2 | 3 | 14 | 377 |
| operations-procurement-supply-chain | 104 | 40 | 46 | 36 | 28 | 9 | 9 | 20 | 345 |
| qa-test-engineering | 110 | 46 | 51 | 11 | 7 | 1 | 8 | 26 | 314 |
| product-management | 109 | 40 | 32 | 10 | 12 | 4 | 6 | 12 | 282 |
| 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 | 151 | 156 | █ |
| Country | Jobs | % | |
|---|---|---|---|
| USA | 20,900 | 35% | ████████████████████████ |
| Other | 10,501 | 18% | ████████████ |
| India | 7,652 | 13% | █████████ |
| Europe | 6,253 | 10% | ███████ |
| UK | 2,826 | 5% | ███ |
| APAC | 2,063 | 3% | ██ |
| Canada | 1,699 | 3% | ██ |
| Germany | 1,252 | 2% | █ |
| Remote | 1,220 | 2% | █ |
| Mexico | 818 | 1% | █ |
| LatAm | 810 | 1% | █ |
| Brazil | 803 | 1% | █ |
| Australia | 754 | 1% | █ |
| Singapore | 721 | 1% | █ |
| Middle East | 436 | 1% | █ |
| Africa | 378 | 1% | |
| Japan | 375 | 1% | |
| Israel | 254 | 0% | |
| South Korea | 237 | 0% | |
| Unknown | 48 | 0% |
| Region | Jobs | % | |
|---|---|---|---|
| USA | 6,650 | 38% | ████████████████████████ |
| Europe | 2,992 | 17% | ███████████ |
| India | 1,251 | 7% | █████ |
| Remote | 1,085 | 6% | ████ |
| UK | 991 | 6% | ████ |
| Canada | 893 | 5% | ███ |
| Other | 683 | 4% | ██ |
| Germany | 595 | 3% | ██ |
| Brazil | 552 | 3% | ██ |
| APAC | 468 | 3% | ██ |
| LatAm | 368 | 2% | █ |
| Mexico | 260 | 1% | █ |
| Australia | 244 | 1% | █ |
| Africa | 168 | 1% | █ |
| Middle East | 148 | 1% | █ |
| Singapore | 121 | 1% | |
| Japan | 95 | 1% | |
| Israel | 74 | 0% | |
| South Korea | 47 | 0% | |
| Unknown | 11 | 0% |
| Cohort | USA | Other | India | Europe | UK | APAC | Canada | Germany | Total |
|---|---|---|---|---|---|---|---|---|---|
| sales-bd-account-management | 3148 | 1604 | 408 | 839 | 585 | 300 | 204 | 280 | 8,479 |
| software-engineering | 2477 | 1187 | 1796 | 994 | 305 | 210 | 375 | 166 | 8,305 |
| customer-success-support | 4275 | 888 | 432 | 417 | 208 | 175 | 103 | 78 | 7,129 |
| program-project-business-analysis | 1581 | 996 | 468 | 420 | 296 | 136 | 127 | 66 | 4,597 |
| finance-accounting | 1008 | 897 | 635 | 484 | 164 | 241 | 72 | 52 | 4,047 |
| operations-procurement-supply-chain | 1320 | 972 | 345 | 314 | 139 | 197 | 80 | 88 | 3,876 |
| product-management | 989 | 448 | 281 | 392 | 134 | 67 | 154 | 84 | 2,925 |
| solutions-implementation-consulting | 758 | 421 | 269 | 257 | 154 | 68 | 35 | 68 | 2,450 |
| devops-cloud-sre | 771 | 448 | 376 | 275 | 105 | 34 | 61 | 39 | 2,337 |
| marketing-growth-comms | 809 | 297 | 130 | 250 | 189 | 95 | 82 | 89 | 2,292 |
| ai-ml-data-science | 706 | 323 | 376 | 272 | 120 | 84 | 76 | 44 | 2,266 |
| data-bi-analytics | 405 | 359 | 439 | 254 | 71 | 65 | 47 | 37 | 1,934 |
| enterprise-apps-erp-crm | 301 | 315 | 631 | 79 | 46 | 45 | 44 | 15 | 1,659 |
| people-hr-recruiting | 556 | 266 | 191 | 197 | 52 | 110 | 37 | 30 | 1,632 |
| cybersecurity-risk-iam | 520 | 321 | 276 | 169 | 50 | 19 | 52 | 30 | 1,592 |
| 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 |
|---|---|---|
| 2026-08-16 | — | ● failed 04:01 · 0 rep · 0 disc |
| 2026-08-15 | ● succeeded 00:31 · 0 rep · 0 disc · 20 err | ● failed 23:04 · 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 23:17 · 355 rep · 68 disc |
● green=succeeded · orange=partial · red=failed · blue=running. Each cell: finish time · reports written · discoveries · errors.