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careerOS — daily scanner dashboard

auto-refresh 15s · 2026-08-15 22:39 UTC · crons: agent_scan 00:30 · jsonapi 02:00 · career_ops 04:00 UTC
136,787 fresh jobs / 158,991 total  ·  3,356 companies

India expansion tracker

India jobs
7,599
12.7% of pool
vs launch baseline
+2,206
baseline 5,393 on 2026-06-29
role-family coverage
20/20
India jobs represented across taxonomy
role-tag coverage
100.0%
7,599 tagged India rows
jsonapi health
failed
0/0 cohorts · 0m · 0 reports · 0 errors
new jobs, 14d
31,711
distinct URLs added to cohort_reports

Fresh pool: 136,787 / 158,991. Lowest India role-family counts: mobile-engineering 36 · design-ux-content 68 · legal-risk-compliance 89 · marketing-growth-comms 132 · embedded-vlsi-hardware 143 · people-hr-recruiting 190

India by city

City bucketJobsShare
Bangalore2,86237.7%████████████████████████
Hyderabad98012.9%████████
Pune92512.2%████████
Mumbai4946.5%████
Gurgaon3875.1%███
Delhi891.2%
Noida1632.1%
Chennai4335.7%████
Other India1,26616.7%███████████

India by role family

Role familyIndia jobsShare
software-engineering1,76823.3%
enterprise-apps-erp-crm6688.8%
finance-accounting5947.8%
devops-cloud-sre4826.3%
program-project-business-analysis4475.9%
sales-bd-account-management4395.8%
ai-ml-data-science3835.0%
customer-success-support3785.0%
data-bi-analytics3744.9%
cybersecurity-risk-iam3134.1%
operations-procurement-supply-chain2973.9%
qa-test-engineering2783.7%
product-management2713.6%
solutions-implementation-consulting2493.3%
people-hr-recruiting1902.5%

India role family × focus city

Role familyBangaloreHyderabadPuneMumbaiGurgaonDelhiNoidaChennaiIndia
software-engineering777214266525212391281,768
enterprise-apps-erp-crm2671388322292928668
finance-accounting2206568654181925594
devops-cloud-sre208606717193926482
program-project-business-analysis12357723040101423447
sales-bd-account-management853320873418434439
ai-ml-data-science161732625211410383
customer-success-support124315724244728378
data-bi-analytics135594222201420374
cybersecurity-risk-iam113664314131820313
operations-procurement-supply-chain82393937204924297
qa-test-engineering87414413106419278

Quality scorecard

precision 100.0%  ·  fresh 86%  ·  dead-boards 48%  ·  multibucket 1.05×  ·  backlog 312 · 2026-08-15T03:00

New jobs added per day

DateUnique jobs× cohorts
2026-08-14656663████
2026-08-133,1203,200█████████████████████
2026-08-123,2043,349██████████████████████
2026-08-113,4433,552███████████████████████
2026-08-103,0973,195█████████████████████
2026-08-09928931██████
2026-08-081,0531,060███████
2026-08-073,0953,169█████████████████████
2026-08-063,2193,295██████████████████████
2026-08-053,5293,622████████████████████████
2026-08-043,4053,488███████████████████████
2026-08-032,5872,648██████████████████
2026-08-02373378███
2026-08-0122

Jobs by location · 60,000 jobs by country (capped — showing first 60k)

CountryJobs%
USA20,76735%████████████████████████
Other10,41617%████████████
India7,57313%█████████
Europe6,49911%████████
UK2,8225%███
APAC2,1194%██
Canada1,8313%██
Germany1,2162%
Remote1,0782%
LatAm8431%
Mexico8151%
Brazil8151%
Australia7611%
Singapore6401%
Middle East4311%
Japan3841%
Africa3791%
South Korea2830%
Israel2590%
Unknown690%

Remote jobs by region · 18,432 remote jobs

RegionJobs%
USA6,74837%████████████████████████
Europe3,37218%████████████
India1,2247%████
UK1,0756%████
Canada1,0546%████
Remote9665%███
Other7204%███
Germany6383%██
Brazil5853%██
APAC4232%██
LatAm3992%
Mexico2431%
Australia2421%
Africa1951%
Middle East1701%
Singapore1161%
Japan951%
Israel920%
South Korea530%
Unknown220%

Cohort × region · top 15 cohorts

CohortUSAOtherIndiaEuropeUKAPACCanadaGermanyTotal
software-engineering2445123317619363262053871658,243
sales-bd-account-management307614764368165753102122538,183
customer-success-support4341882377428193187101917,167
program-project-business-analysis1515961447443304145149724,523
operations-procurement-supply-chain14111054297343151262631024,176
finance-accounting108391259451715320183614,056
product-management93242126834115083147712,741
devops-cloud-sre8554454793511233489412,717
solutions-implementation-consulting7554122492711367283522,412
marketing-growth-comms75824013232613795107612,176
ai-ml-data-science6233473822441056657432,105
data-bi-analytics398335374345774575391,971
people-hr-recruiting5953051902387511151431,831
enterprise-apps-erp-crm33030866393574637181,761
cybersecurity-risk-iam478302311192721567251,605

Discord alerts to watch

AlertWhenWhat to watch
🇮🇳 India jobs — post-scan report08:20 ISTPrimary supply KPI: India total, city mix, and day-over-day delta after jsonapi finishes.
🔎 India company finder — daily06:40 ISTLead indicator: newly-added India-posting boards. Zero for several days means refresh the ATS candidate universe.
✖/⚠ Scanner sweep alertsduring scansImmediate action: failed/partial jsonapi runs, rate-limit pressure, or cohort failures reduce supply.
📊 Quality scorecard08:30 ISTQuality guardrail: precision, freshness, dead boards, multibucket factor, and backlog.
🧹 Embeddings hygiene11:45 ISTDatabase guardrail: repeated large cleanups mean stale vectors are leaking again.
📝/✅/⏸ Self-healing loop09:00 ISTWatch only when it posts: it found a real quality issue, opened/shipped a fix, or paused for review.

Daily cron runs

Dateagent_scanjsonapi
2026-08-15 succeeded
00:31 · 0 rep · 0 disc · 20 err
failed
22:00 · 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
23:17 · 355 rep · 68 disc

● green=succeeded · orange=partial · red=failed · blue=running. Each cell: finish time · reports written · discoveries · errors.