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careerOS — daily scanner dashboard

auto-refresh 15s · 2026-08-15 05:34 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
7,586
12.6% of pool
vs launch baseline
+2,193
baseline 5,393 on 2026-06-29
role-family coverage
20/20
India jobs represented across taxonomy
role-tag coverage
100.0%
7,586 tagged India rows
jsonapi health
failed
0/0 cohorts · 0m · 0 reports · 0 errors
new jobs, 14d
33,715
distinct URLs added to cohort_reports

Fresh pool: 136,787 / 158,991. Lowest India role-family counts: mobile-engineering 27 · legal-risk-compliance 54 · marketing-growth-comms 97 · design-ux-content 107 · embedded-vlsi-hardware 132 · people-hr-recruiting 183

India by city

City bucketJobsShare
Bangalore2,89738.2%████████████████████████
Hyderabad1,04213.7%█████████
Pune89111.7%███████
Mumbai4546.0%████
Gurgaon3434.5%███
Delhi751.0%
Noida1792.4%
Chennai4576.0%████
Other India1,24816.5%██████████

India by role family

Role familyIndia jobsShare
software-engineering1,78723.6%
finance-accounting5747.6%
enterprise-apps-erp-crm5116.7%
devops-cloud-sre4996.6%
data-bi-analytics4706.2%
sales-bd-account-management4515.9%
ai-ml-data-science4435.8%
program-project-business-analysis4225.6%
customer-success-support4115.4%
operations-procurement-supply-chain3404.5%
qa-test-engineering3314.4%
solutions-implementation-consulting2673.5%
product-management2633.5%
cybersecurity-risk-iam2172.9%
people-hr-recruiting1832.4%

India role family × focus city

Role familyBangaloreHyderabadPuneMumbaiGurgaonDelhiNoidaChennaiIndia
software-engineering74630123950597371321,787
finance-accounting2096156713522922574
enterprise-apps-erp-crm2061065811203331511
devops-cloud-sre207686116186528499
data-bi-analytics1818073122111037470
sales-bd-account-management1142618833725925451
ai-ml-data-science17357621941·524443
program-project-business-analysis145605325237724422
customer-success-support1593250172010632411
operations-procurement-supply-chain1084841331251427340
qa-test-engineering99466311123825331
solutions-implementation-consulting983028203346267

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███
2026-08-012,0062,067██████████████

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

CountryJobs%
USA20,72135%████████████████████████
Other10,22317%████████████
India7,56013%█████████
Europe6,76411%████████
UK2,7015%███
APAC2,0363%██
Canada1,7823%██
Germany1,2982%██
Remote1,2122%
LatAm9092%
Brazil8131%
Australia7901%
Mexico7651%
Singapore7061%
Middle East4661%
Japan4061%
Africa3401%
South Korea2490%
Israel1970%
Unknown620%

Remote jobs by region · 18,294 remote jobs

RegionJobs%
USA6,56736%████████████████████████
Europe3,42519%█████████████
India1,2167%████
Remote1,0956%████
UK1,0566%████
Canada1,0086%████
Other7274%███
Germany6223%██
Brazil5743%██
APAC4442%██
LatAm4182%██
Mexico2661%
Australia2451%
Middle East1661%
Africa1641%
Japan921%
Singapore880%
Israel760%
South Korea300%
Unknown150%

Cohort × region · top 15 cohorts

CohortUSAOtherIndiaEuropeUKAPACCanadaGermanyTotal
software-engineering26191209178311443182294331868,734
sales-bd-account-management309916064469515683432022778,634
customer-success-support3920762411419180166110786,511
program-project-business-analysis150792442236421513595644,227
operations-procurement-supply-chain139190834029614518978893,874
finance-accounting100287457046915717959463,786
devops-cloud-sre9484974953041463599552,871
product-management92245626344111195135742,823
solutions-implementation-consulting8553842673311786880872,711
ai-ml-data-science6723104403201196877392,341
marketing-growth-comms8002329731914610984592,195
data-bi-analytics419372469256686857332,046
people-hr-recruiting589319183243578533481,793
enterprise-apps-erp-crm341322507102424447181,614
cybersecurity-risk-iam443277216172551856331,402

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
05:00 · 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.