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careerOS — daily scanner dashboard

auto-refresh 15s · 2026-08-15 16:33 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
7,669
12.8% of pool
vs launch baseline
+2,276
baseline 5,393 on 2026-06-29
role-family coverage
20/20
India jobs represented across taxonomy
role-tag coverage
100.0%
7,669 tagged India rows
jsonapi health
failed
0/0 cohorts · 0m · 0 reports · 0 errors
new jobs, 14d
31,750
distinct URLs added to cohort_reports

Fresh pool: 136,787 / 158,991. Lowest India role-family counts: mobile-engineering 39 · legal-risk-compliance 63 · design-ux-content 75 · embedded-vlsi-hardware 98 · marketing-growth-comms 103 · cybersecurity-risk-iam 215

India by city

City bucketJobsShare
Bangalore3,05739.9%████████████████████████
Hyderabad1,03813.5%████████
Pune93312.2%███████
Mumbai5016.5%████
Gurgaon3885.1%███
Delhi741.0%
Noida1572.0%
Chennai4355.7%███
Other India1,08614.2%█████████

India by role family

Role familyIndia jobsShare
software-engineering1,83423.9%
devops-cloud-sre5387.0%
finance-accounting5216.8%
ai-ml-data-science4776.2%
enterprise-apps-erp-crm4746.2%
data-bi-analytics4716.1%
sales-bd-account-management4565.9%
customer-success-support4225.5%
program-project-business-analysis4225.5%
operations-procurement-supply-chain3674.8%
qa-test-engineering3304.3%
product-management2813.7%
solutions-implementation-consulting2643.4%
people-hr-recruiting2192.9%
cybersecurity-risk-iam2152.8%

India role family × focus city

Role familyBangaloreHyderabadPuneMumbaiGurgaonDelhiNoidaChennaiIndia
software-engineering87227724647445201321,834
devops-cloud-sre2436574202231222538
finance-accounting1637052574831140521
ai-ml-data-science180716222361510477
enterprise-apps-erp-crm204107511322·522474
data-bi-analytics1916674281441332471
sales-bd-account-management1101915974529835456
customer-success-support145486928281426422
program-project-business-analysis1395956322931826422
operations-procurement-supply-chain1134944412551124367
qa-test-engineering1225846111371021330
product-management121453617125910281

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███
2026-08-014141

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

CountryJobs%
USA20,65934%████████████████████████
Other10,46917%████████████
India7,64813%█████████
Europe6,14710%███████
UK2,8965%███
APAC2,1814%███
Canada1,7323%██
Remote1,2042%
Germany1,1992%
LatAm9482%
Mexico8131%
Singapore8071%
Australia8011%
Brazil6881%
Middle East4231%
Japan4201%
Africa3361%
South Korea3071%
Israel2460%
Unknown760%

Remote jobs by region · 17,535 remote jobs

RegionJobs%
USA6,76939%████████████████████████
Europe2,80116%██████████
India1,1697%████
Remote1,0896%████
UK1,0556%████
Canada9215%███
Other7134%███
Germany5243%██
APAC4773%██
Brazil4703%██
LatAm4152%
Australia2461%
Mexico2451%
Africa1371%
Middle East1371%
Singapore1341%
Japan951%
Israel680%
South Korea520%
Unknown180%

Cohort × region · top 15 cohorts

CohortUSAOtherIndiaEuropeUKAPACCanadaRemoteTotal
sales-bd-account-management321115464549125833242172248,748
software-engineering2546121318278503232553691628,322
customer-success-support3388905421425223223102986,387
operations-procurement-supply-chain1708101936736720122287594,536
program-project-business-analysis1566935422359247121123784,390
finance-accounting93675452040914117782423,475
devops-cloud-sre9425025373691214291562,945
product-management950464280284106113112842,676
solutions-implementation-consulting9014422642461776866952,643
ai-ml-data-science72834847630714110068452,489
data-bi-analytics427456471326747560392,287
people-hr-recruiting6483622192979411067342,154
marketing-growth-comms8422401032511699079552,111
cybersecurity-risk-iam459293214164542144291,399
enterprise-apps-erp-crm26227846960382636391,333

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
16:01 · 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.