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careerOS — daily scanner dashboard

auto-refresh 15s · 2026-10-15 10:28 UTC · crons: agent_scan 00:30 · jsonapi 02:00 · career_ops 04:00 UTC
160,488 fresh jobs / 258,379 total  ·  3,377 companies

India expansion tracker

India jobs
7,386
12.3% of pool
vs launch baseline
+1,993
baseline 5,393 on 2026-06-29
role-family coverage
20/20
India jobs represented across taxonomy
role-tag coverage
100.0%
7,386 tagged India rows
jsonapi health
running
0/0 cohorts · — · 0 reports · 0 errors
new jobs, 14d
26,658
distinct URLs added to cohort_reports

Fresh pool: 160,488 / 258,379. Lowest India role-family counts: mobile-engineering 32 · legal-risk-compliance 53 · design-ux-content 72 · embedded-vlsi-hardware 107 · marketing-growth-comms 131 · people-hr-recruiting 202

India by city

City bucketJobsShare
Bangalore2,97440.3%████████████████████████
Hyderabad95713.0%████████
Pune90812.3%███████
Mumbai4516.1%████
Gurgaon3725.0%███
Delhi941.3%█
Noida1832.5%█
Chennai4115.6%███
Other India1,03614.0%████████

India by role family

Role familyIndia jobsShare
software-engineering1,79324.3%
finance-accounting6629.0%
enterprise-apps-erp-crm5046.8%
sales-bd-account-management4626.3%
program-project-business-analysis4526.1%
customer-success-support3965.4%
data-bi-analytics3935.3%
devops-cloud-sre3895.3%
ai-ml-data-science3474.7%
qa-test-engineering3064.1%
operations-procurement-supply-chain3044.1%
product-management2713.7%
solutions-implementation-consulting2643.6%
cybersecurity-risk-iam2463.3%
people-hr-recruiting2022.7%

India role family × focus city

Role familyBangaloreHyderabadPuneMumbaiGurgaonDelhiNoidaChennaiIndia
software-engineering880248249484910331121,793
finance-accounting2187874737681946662
enterprise-apps-erp-crm255825413111911504
sales-bd-account-management9721218238371240462
program-project-business-analysis1506175382751519452
customer-success-support144515120194830396
data-bi-analytics153576619235816393
devops-cloud-sre16661458216630389
ai-ml-data-science15959382310·29347
qa-test-engineering1073754141531215306
operations-procurement-supply-chain953035271861625304
product-management12339311191510271

Quality scorecard

precision 100.0%  ·  fresh 62%  ·  dead-boards 62%  ·  multibucket 1.01×  ·  backlog 276 · 2026-10-15T03:00

New jobs added per day

DateUnique jobs× cohorts
2026-10-152,8582,914█████████████████████
2026-10-143434
2026-10-13950967███████
2026-10-122,3092,378█████████████████
2026-10-11343346██
2026-10-10376382███
2026-10-092,7022,778████████████████████
2026-10-083,2233,320███████████████████████
2026-10-073,3233,370████████████████████████
2026-10-063,0423,119██████████████████████
2026-10-052,5732,637███████████████████
2026-10-04321327██
2026-10-03486494████
2026-10-022,2652,329████████████████
2026-10-011,8531,906█████████████

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

CountryJobs%
USA22,00037%████████████████████████
Other10,25417%███████████
India7,35812%████████
Europe6,02010%███████
UK2,7555%███
APAC2,1764%██
Canada1,6523%██
Remote1,2552%█
Germany1,1672%█
LatAm8181%█
Singapore7401%█
Mexico7321%█
Australia7111%█
Brazil6521%█
Middle East4201%
Africa3641%
Japan3611%
South Korea2900%
Israel2120%
Unknown630%

Remote jobs by region · 16,027 remote jobs

RegionJobs%
USA6,14238%████████████████████████
Europe2,60516%██████████
Remote1,1087%████
India1,0447%████
UK9776%████
Canada8275%███
Other6354%██
APAC4833%██
Germany4573%██
Brazil4313%██
LatAm3832%█
Mexico2131%█
Australia1791%█
Africa1401%█
Singapore1141%
Middle East1081%
Japan841%
Israel560%
South Korea350%
Unknown60%

Cohort × region · top 15 cohorts

CohortUSAOtherIndiaEuropeUKAPACCanadaRemoteTotal
customer-success-support534383639443418822588738,085
sales-bd-account-management272314904598885883151992508,055
software-engineering2518112117869183171983651448,049
program-project-business-analysis16831043451496252144127774,806
finance-accounting109892366245514822879484,088
operations-procurement-supply-chain141394430431216918083533,901
product-management998467271315120159103902,843
solutions-implementation-consulting90542326424615495621012,624
marketing-growth-comms96228713131815310598742,493
devops-cloud-sre7734203832371044366592,268
ai-ml-data-science6703403462441166976532,164
data-bi-analytics358369392250815256461,868
people-hr-recruiting617262202224729840331,794
cybersecurity-risk-iam462273246173632252321,503
enterprise-apps-erp-crm27729750091404134551,483

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
2026-10-15● succeeded
00:31 · 0 rep · 0 disc · 20 err		● running
· 0 rep · 0 disc
2026-10-14—● failed
23:05 · 0 rep · 0 disc
2026-10-13● succeeded
00:31 · 0 rep · 0 disc · 20 err		● failed
23:02 · 0 rep · 0 disc
2026-10-12—● succeeded
23:18 · 355 rep · 43 disc
2026-10-11● succeeded
00:31 · 0 rep · 0 disc · 20 err		● succeeded
23:16 · 322 rep · 2 disc
2026-10-10—● succeeded
23:16 · 344 rep · 0 disc

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