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careerOS — daily scanner dashboard

auto-refresh 15s · 2026-08-15 14:31 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
7,600
12.7% of pool
vs launch baseline
+2,207
baseline 5,393 on 2026-06-29
role-family coverage
20/20
India jobs represented across taxonomy
role-tag coverage
100.0%
7,600 tagged India rows
jsonapi health
failed
0/0 cohorts · 0m · 0 reports · 0 errors
new jobs, 14d
31,774
distinct URLs added to cohort_reports

Fresh pool: 136,787 / 158,991. Lowest India role-family counts: legal-risk-compliance 47 · mobile-engineering 56 · embedded-vlsi-hardware 103 · design-ux-content 116 · marketing-growth-comms 119 · people-hr-recruiting 215

India by city

City bucketJobsShare
Bangalore2,92238.4%████████████████████████
Hyderabad97912.9%████████
Pune93712.3%████████
Mumbai4906.4%████
Gurgaon3985.2%███
Delhi761.0%
Noida1622.1%
Chennai3975.2%███
Other India1,23916.3%██████████

India by role family

Role familyIndia jobsShare
software-engineering1,96325.8%
enterprise-apps-erp-crm6438.5%
finance-accounting5727.5%
sales-bd-account-management4826.3%
program-project-business-analysis4245.6%
devops-cloud-sre4015.3%
data-bi-analytics3744.9%
ai-ml-data-science3554.7%
customer-success-support3444.5%
operations-procurement-supply-chain3194.2%
qa-test-engineering2843.7%
cybersecurity-risk-iam2663.5%
product-management2593.4%
solutions-implementation-consulting2583.4%
people-hr-recruiting2152.8%

India role family × focus city

Role familyBangaloreHyderabadPuneMumbaiGurgaonDelhiNoidaChennaiIndia
software-engineering92124527258609401061,963
enterprise-apps-erp-crm271135771627·631643
finance-accounting1616977765541623572
sales-bd-account-management1142217873621537482
program-project-business-analysis1196483293061125424
devops-cloud-sre17356408156629401
data-bi-analytics128665622163428374
ai-ml-data-science16059341425·317355
customer-success-support111215539294·18344
operations-procurement-supply-chain885240252461418319
qa-test-engineering1113743412915284
cybersecurity-risk-iam10645436102715266

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███
2026-08-016566

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

CountryJobs%
USA20,46934%████████████████████████
Other10,10917%████████████
India7,58413%█████████
Europe6,88011%████████
UK2,6404%███
APAC2,2174%███
Canada1,9123%██
Germany1,2302%
Remote1,1882%
LatAm8841%
Brazil8211%
Australia8001%
Mexico7971%
Singapore6721%
Middle East4771%
Africa3991%
Japan3751%
Israel2600%
South Korea2250%
Unknown610%

Remote jobs by region · 19,341 remote jobs

RegionJobs%
USA6,79935%████████████████████████
Europe3,74119%█████████████
India1,3697%█████
Canada1,0866%████
Remote1,0595%████
UK1,0585%████
Other7274%███
APAC6053%██
Brazil5893%██
Germany5833%██
LatAm4212%
Australia2972%
Mexico2831%
Africa1881%
Middle East1681%
Singapore1131%
Israel1091%
Japan820%
South Korea550%
Unknown90%

Cohort × region · top 15 cohorts

CohortUSAOtherIndiaEuropeUKAPACCanadaGermanyTotal
software-engineering25361193195612783612644571669,089
sales-bd-account-management305914784828795033152442948,372
customer-success-support3731845343390173167105746,360
program-project-business-analysis1559963423385243141117634,403
finance-accounting106785357254715423394574,042
operations-procurement-supply-chain144993731931512820671903,946
devops-cloud-sre8644843993161013880392,579
product-management84839925825612197109642,441
solutions-implementation-consulting7823592582231237770762,353
marketing-growth-comms7602751194181368995722,314
people-hr-recruiting64035421540410210652522,229
ai-ml-data-science67928335423011310382372,145
enterprise-apps-erp-crm36533864194395759191,840
data-bi-analytics394330374249664948281,781
cybersecurity-risk-iam491293266209732459151,606

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
14:03 · 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.