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careerOS — daily scanner dashboard

auto-refresh 15s · 2026-08-15 07:42 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
7,619
12.7% of pool
vs launch baseline
+2,226
baseline 5,393 on 2026-06-29
role-family coverage
20/20
India jobs represented across taxonomy
role-tag coverage
100.0%
7,619 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 36 · legal-risk-compliance 63 · design-ux-content 84 · marketing-growth-comms 125 · embedded-vlsi-hardware 127 · people-hr-recruiting 234

India by city

City bucketJobsShare
Bangalore2,95438.8%████████████████████████
Hyderabad96212.6%████████
Pune95912.6%████████
Mumbai5026.6%████
Gurgaon4055.3%███
Delhi1041.4%
Noida1562.0%
Chennai4906.4%████
Other India1,08714.3%█████████

India by role family

Role familyIndia jobsShare
software-engineering1,88724.8%
sales-bd-account-management5337.0%
enterprise-apps-erp-crm5296.9%
finance-accounting5126.7%
program-project-business-analysis4556.0%
data-bi-analytics4195.5%
devops-cloud-sre4185.5%
ai-ml-data-science3885.1%
customer-success-support3694.8%
operations-procurement-supply-chain3514.6%
qa-test-engineering3064.0%
product-management2953.9%
cybersecurity-risk-iam2443.2%
solutions-implementation-consulting2443.2%
people-hr-recruiting2343.1%

India role family × focus city

Role familyBangaloreHyderabadPuneMumbaiGurgaonDelhiNoidaChennaiIndia
software-engineering873225278675811291441,887
sales-bd-account-management105311711353311033533
enterprise-apps-erp-crm2048680151561249529
finance-accounting1496776584051431512
program-project-business-analysis14168853628101228455
data-bi-analytics166765524193532419
devops-cloud-sre210575710123522418
ai-ml-data-science173753216283115388
customer-success-support128205327326627369
operations-procurement-supply-chain1064142293141625351
qa-test-engineering10440439113826306
product-management127453315164212295

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%
USA20,76035%████████████████████████
Other10,68518%████████████
India7,59513%█████████
Europe6,02810%███████
UK2,9015%███
APAC2,2784%███
Canada1,7493%██
Germany1,2232%
Remote1,1892%
LatAm8471%
Australia8191%
Mexico7811%
Singapore7191%
Brazil6571%
Middle East4251%
Japan4081%
Africa3191%
South Korea2920%
Israel2510%
Unknown740%

Remote jobs by region · 17,003 remote jobs

RegionJobs%
USA6,60739%████████████████████████
Europe2,73816%██████████
India1,1337%████
Remote1,0356%████
UK9466%███
Canada8885%███
Other6264%██
APAC5623%██
Germany5343%██
Brazil4142%██
LatAm4102%
Australia2652%
Mexico2411%
Singapore1261%
Africa1241%
Middle East1111%
Japan931%
Israel730%
South Korea660%
Unknown110%

Cohort × region · top 15 cohorts

CohortUSAOtherIndiaEuropeUKAPACCanadaGermanyTotal
sales-bd-account-management348717525329526393382353139,516
software-engineering27191247187710113142614201388,823
customer-success-support354286136737318317489626,128
program-project-business-analysis15861047452452263174113724,688
operations-procurement-supply-chain14821063351286155197661074,188
finance-accounting96481451041417724988583,688
product-management979435293268132121123612,700
solutions-implementation-consulting8004362442691546281742,516
marketing-growth-comms844278125270182112911112,337
ai-ml-data-science6943183882621319867452,244
devops-cloud-sre7423914181951103458272,208
people-hr-recruiting6923852342908210956402,165
data-bi-analytics369297419201565642201,667
enterprise-apps-erp-crm26133752879424539171,499
qa-test-engineering362274306181406433161,432

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
07:05 · 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.