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careerOS — daily scanner dashboard

auto-refresh 15s · 2026-08-16 00:34 UTC · crons: agent_scan 00:30 · jsonapi 02:00 · career_ops 04:00 UTC
135,799 fresh jobs / 158,991 total  ·  3,356 companies

India expansion tracker

India jobs
7,776
13.0% of pool
vs launch baseline
+2,383
baseline 5,393 on 2026-06-29
role-family coverage
20/20
India jobs represented across taxonomy
role-tag coverage
100.0%
7,776 tagged India rows
jsonapi health
failed
0/0 cohorts · 0m · 0 reports · 0 errors
new jobs, 14d
31,707
distinct URLs added to cohort_reports

Fresh pool: 135,799 / 158,991. Lowest India role-family counts: mobile-engineering 47 · legal-risk-compliance 74 · design-ux-content 103 · embedded-vlsi-hardware 107 · marketing-growth-comms 119 · people-hr-recruiting 227

India by city

City bucketJobsShare
Bangalore2,90437.3%████████████████████████
Hyderabad99812.8%████████
Pune90911.7%████████
Mumbai4856.2%████
Gurgaon3844.9%███
Delhi941.2%
Noida1772.3%
Chennai5306.8%████
Other India1,29516.7%███████████

India by role family

Role familyIndia jobsShare
software-engineering1,89324.3%
finance-accounting6548.4%
enterprise-apps-erp-crm5797.4%
sales-bd-account-management4535.8%
customer-success-support4475.7%
data-bi-analytics4335.6%
devops-cloud-sre4275.5%
ai-ml-data-science3925.0%
program-project-business-analysis3844.9%
qa-test-engineering3334.3%
product-management2993.8%
operations-procurement-supply-chain2923.8%
solutions-implementation-consulting2573.3%
cybersecurity-risk-iam2563.3%
people-hr-recruiting2272.9%

India role family × focus city

Role familyBangaloreHyderabadPuneMumbaiGurgaonDelhiNoidaChennaiIndia
software-engineering78228326249629341651,893
finance-accounting2037968785862037654
enterprise-apps-erp-crm2439775152261037579
sales-bd-account-management99251310232251025453
customer-success-support135405630345735447
data-bi-analytics168655121253831433
devops-cloud-sre203414913251532427
ai-ml-data-science146603825174524392
program-project-business-analysis1255156222551322384
qa-test-engineering1304055863926333
product-management12541381184119299
operations-procurement-supply-chain774328282271027292

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██████████████████
2026-08-02371376███

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

CountryJobs%
USA20,11234%████████████████████████
Other10,09617%████████████
India7,76213%█████████
Europe6,81211%████████
UK2,9375%████
APAC2,1864%███
Canada1,8083%██
Germany1,3552%██
Remote1,0902%
LatAm8891%
Brazil8481%
Mexico8201%
Australia7591%
Singapore7071%
Middle East4531%
Africa4061%
Japan3941%
South Korea2620%
Israel2460%
Unknown580%

Remote jobs by region · 19,142 remote jobs

RegionJobs%
USA6,83736%████████████████████████
Europe3,56319%█████████████
India1,3157%█████
UK1,1056%████
Canada1,0145%████
Remote9865%███
Other7384%███
Germany6293%██
Brazil6273%██
APAC6133%██
LatAm4462%██
Mexico2882%
Australia2351%
Africa1851%
Middle East1551%
Singapore1301%
Japan1051%
Israel800%
South Korea780%
Unknown130%

Cohort × region · top 15 cohorts

CohortUSAOtherIndiaEuropeUKAPACCanadaGermanyTotal
software-engineering25491150188911403453184491548,829
sales-bd-account-management301914874529525992622232918,427
customer-success-support32509244455192172001201156,336
program-project-business-analysis1509911383425263141126744,300
finance-accounting113291065452017221592754,269
operations-procurement-supply-chain132289429228512918070953,666
product-management1045444299379128100141942,991
solutions-implementation-consulting8413852573241666858762,611
devops-cloud-sre8374004263101043662322,440
marketing-growth-comms8172831193301761151031112,379
ai-ml-data-science6982943923551279482522,330
data-bi-analytics372384433243845535321,977
people-hr-recruiting674281227225769144271,867
enterprise-apps-erp-crm320340577111623237281,695
cybersecurity-risk-iam520235256189592246241,496

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
2026-08-16 failed
00:04 · 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.