careerOS — daily scanner dashboard

India expansion tracker

India jobs

7,616

12.7% of pool

vs launch baseline

+2,223

baseline 5,393 on 2026-06-29

role-family coverage

20/20

India jobs represented across taxonomy

role-tag coverage

100.0%

7,616 tagged India rows

jsonapi health

failed

20/20 cohorts · 0m · 0 reports · 0 errors

new jobs, 14d

24,242

distinct URLs added to cohort_reports

Fresh pool: 157,553 / 255,468. Lowest India role-family counts: mobile-engineering 33 · legal-risk-compliance 51 · design-ux-content 93 · embedded-vlsi-hardware 110 · marketing-growth-comms 117 · people-hr-recruiting 210

India by city

City bucket	Jobs	Share
Bangalore	3,088	40.5%	████████████████████████
Hyderabad	1,060	13.9%	████████
Pune	869	11.4%	███████
Mumbai	477	6.3%	████
Gurgaon	390	5.1%	███
Delhi	74	1.0%	█
Noida	154	2.0%	█
Chennai	453	5.9%	████
Other India	1,051	13.8%	████████

India by role family

Role family	India jobs	Share
software-engineering	1,872	24.6%
enterprise-apps-erp-crm	596	7.8%
finance-accounting	563	7.4%
sales-bd-account-management	503	6.6%
program-project-business-analysis	489	6.4%
data-bi-analytics	465	6.1%
devops-cloud-sre	403	5.3%
customer-success-support	376	4.9%
operations-procurement-supply-chain	339	4.5%
ai-ml-data-science	327	4.3%
qa-test-engineering	301	4.0%
solutions-implementation-consulting	263	3.5%
cybersecurity-risk-iam	256	3.4%
product-management	249	3.3%
people-hr-recruiting	210	2.8%

India role family × focus city

Role family	Bangalore	Hyderabad	Pune	Mumbai	Gurgaon	Delhi	Noida	Chennai	India
software-engineering	939	275	241	31	58	8	24	115	1,872
enterprise-apps-erp-crm	271	125	62	18	21	3	6	20	596
finance-accounting	158	79	57	82	62	·	18	32	563
sales-bd-account-management	118	18	20	100	42	33	5	39	503
program-project-business-analysis	163	80	74	33	34	6	12	28	489
data-bi-analytics	192	77	54	21	28	1	6	28	465
devops-cloud-sre	172	61	45	13	13	1	8	27	403
customer-success-support	145	32	50	32	21	6	6	22	376
operations-procurement-supply-chain	100	36	32	30	22	2	18	36	339
ai-ml-data-science	136	58	29	17	23	1	3	14	327
qa-test-engineering	110	47	61	8	12	3	10	20	301
solutions-implementation-consulting	106	29	27	18	6	2	3	9	263

Role family

Bangalore

Hyderabad

Pune

Mumbai

Gurgaon

Delhi

Noida

Chennai

India

software-engineering

939

275

241

115

1,872

enterprise-apps-erp-crm

271

125

596

finance-accounting

158

563

sales-bd-account-management

118

100

503

program-project-business-analysis

163

489

data-bi-analytics

192

465

devops-cloud-sre

172

403

customer-success-support

145

376

operations-procurement-supply-chain

100

339

ai-ml-data-science

136

327

qa-test-engineering

110

301

solutions-implementation-consulting

106

263

Quality scorecard

New jobs added per day

Date	Unique jobs	× cohorts
2026-10-15	3	3
2026-10-14	34	34
2026-10-13	950	967	███████
2026-10-12	2,309	2,378	█████████████████
2026-10-11	343	346	██
2026-10-10	376	382	███
2026-10-09	2,702	2,778	████████████████████
2026-10-08	3,223	3,320	███████████████████████
2026-10-07	3,323	3,370	████████████████████████
2026-10-06	3,042	3,119	██████████████████████
2026-10-05	2,573	2,637	███████████████████
2026-10-04	321	327	██
2026-10-03	486	494	████
2026-10-02	2,265	2,329	████████████████
2026-10-01	2,292	2,361	█████████████████

Date

Unique jobs

× cohorts

2026-10-15

2026-10-14

2026-10-13

950

967

███████

2026-10-12

2,309

2,378

█████████████████

2026-10-11

343

346

██

2026-10-10

376

382

███

2026-10-09

2,702

2,778

████████████████████

2026-10-08

3,223

3,320

███████████████████████

2026-10-07

3,323

3,370

████████████████████████

2026-10-06

3,042

3,119

██████████████████████

2026-10-05

2,573

2,637

███████████████████

2026-10-04

321

327

██

2026-10-03

486

494

████

2026-10-02

2,265

2,329

████████████████

2026-10-01

2,292

2,361

█████████████████

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

Country	Jobs	%
USA	21,419	36%	████████████████████████
Other	10,376	17%	████████████
India	7,589	13%	█████████
Europe	6,112	10%	███████
UK	2,743	5%	███
APAC	2,118	4%	██
Canada	1,669	3%	██
Germany	1,255	2%	█
Remote	1,240	2%	█
LatAm	881	1%	█
Australia	777	1%	█
Mexico	775	1%	█
Singapore	740	1%	█
Brazil	651	1%	█
Japan	391	1%
Middle East	382	1%
Africa	349	1%
South Korea	289	0%
Israel	184	0%
Unknown	60	0%

Country

Jobs

USA

21,419

36%

████████████████████████

Other

10,376

17%

████████████

India

7,589

13%

█████████

Europe

6,112

10%

███████

2,743

███

APAC

2,118

██

Canada

1,669

██

Germany

1,255

█

Remote

1,240

█

LatAm

881

█

Australia

777

█

Mexico

775

█

Singapore

740

█

Brazil

651

█

Japan

391

Middle East

382

Africa

349

South Korea

289

Israel

184

Unknown

Remote jobs by region · 16,664 remote jobs

Region	Jobs	%
USA	6,475	39%	████████████████████████
Europe	2,750	17%	██████████
Remote	1,067	6%	████
India	1,010	6%	████
UK	993	6%	████
Canada	849	5%	███
Other	673	4%	██
Germany	529	3%	██
LatAm	443	3%	██
Brazil	436	3%	██
APAC	433	3%	██
Australia	223	1%	█
Mexico	221	1%	█
Africa	146	1%	█
Singapore	112	1%
Middle East	96	1%
Japan	79	0%
Israel	57	0%
South Korea	52	0%
Unknown	20	0%

Region

Jobs

USA

6,475

39%

████████████████████████

Europe

2,750

17%

██████████

Remote

1,067

████

India

1,010

████

993

████

Canada

849

███

Other

673

██

Germany

529

██

LatAm

443

██

Brazil

436

██

APAC

433

██

Australia

223

█

Mexico

221

█

Africa

146

█

Singapore

112

Middle East

Japan

Israel

South Korea

Unknown

Cohort × region · top 15 cohorts

Cohort	USA	Other	India	Europe	UK	APAC	Canada	Germany	Total
sales-bd-account-management	3108	1571	500	948	624	312	217	320	8,806
software-engineering	2661	1211	1861	1036	314	193	408	135	8,585
customer-success-support	4320	808	375	389	169	170	90	78	6,995
program-project-business-analysis	1730	1143	487	463	272	177	113	87	5,038
operations-procurement-supply-chain	1507	938	339	342	159	217	68	103	4,113
finance-accounting	1063	837	561	422	158	211	79	60	3,836
product-management	870	439	247	281	94	144	108	62	2,541
devops-cloud-sre	863	436	403	250	117	37	62	33	2,431
marketing-growth-comms	949	270	117	287	164	110	84	73	2,366
solutions-implementation-consulting	760	348	263	189	140	61	66	53	2,246
ai-ml-data-science	657	327	327	225	115	63	71	42	2,080
people-hr-recruiting	656	343	210	275	83	85	64	50	2,015
data-bi-analytics	383	373	464	247	70	68	52	38	1,944
enterprise-apps-erp-crm	283	326	594	92	42	53	36	12	1,628
cybersecurity-risk-iam	451	295	256	164	59	24	37	22	1,460

Cohort

USA

Other

India

Europe

APAC

Canada

Germany

Total

sales-bd-account-management

3108

1571

500

948

624

312

217

320

8,806

software-engineering

2661

1211

1861

1036

314

193

408

135

8,585

customer-success-support

4320

808

375

389

169

170

6,995

program-project-business-analysis

1730

1143

487

463

272

177

113

5,038

operations-procurement-supply-chain

1507

938

339

342

159

217

103

4,113

finance-accounting

1063

837

561

422

158

211

3,836

product-management

870

439

247

281

144

108

2,541

devops-cloud-sre

863

436

403

250

117

2,431

marketing-growth-comms

949

270

117

287

164

110

2,366

solutions-implementation-consulting

760

348

263

189

140

2,246

ai-ml-data-science

657

327

225

115

2,080

people-hr-recruiting

656

343

210

275

2,015

data-bi-analytics

383

373

464

247

1,944

enterprise-apps-erp-crm

283

326

594

1,628

cybersecurity-risk-iam

451

295

256

164

1,460

Discord alerts to watch

Alert	When	What to watch
🇮🇳 India jobs — post-scan report	08:20 IST	Primary supply KPI: India total, city mix, and day-over-day delta after jsonapi finishes.
🔎 India company finder — daily	06:40 IST	Lead indicator: newly-added India-posting boards. Zero for several days means refresh the ATS candidate universe.
✖/⚠ Scanner sweep alerts	during scans	Immediate action: failed/partial jsonapi runs, rate-limit pressure, or cohort failures reduce supply.
📊 Quality scorecard	08:30 IST	Quality guardrail: precision, freshness, dead boards, multibucket factor, and backlog.
🧹 Embeddings hygiene	11:45 IST	Database guardrail: repeated large cleanups mean stale vectors are leaking again.
📝/✅/⏸ Self-healing loop	09:00 IST	Watch only when it posts: it found a real quality issue, opened/shipped a fix, or paused for review.

Alert

When

What to watch

🇮🇳 India jobs — post-scan report

08:20 IST

Primary supply KPI: India total, city mix, and day-over-day delta after jsonapi finishes.

🔎 India company finder — daily

06:40 IST

Lead indicator: newly-added India-posting boards. Zero for several days means refresh the ATS candidate universe.

✖/⚠ Scanner sweep alerts

during scans

Immediate action: failed/partial jsonapi runs, rate-limit pressure, or cohort failures reduce supply.

📊 Quality scorecard

08:30 IST

Quality guardrail: precision, freshness, dead boards, multibucket factor, and backlog.

🧹 Embeddings hygiene

11:45 IST

Database guardrail: repeated large cleanups mean stale vectors are leaking again.

📝/✅/⏸ Self-healing loop

09:00 IST

Watch only when it posts: it found a real quality issue, opened/shipped a fix, or paused for review.

Daily cron runs

Date	agent_scan	jsonapi
2026-10-15	● succeeded 00:31 · 0 rep · 0 disc · 20 err	● failed 07:03 · 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

Date

agent_scan

jsonapi

2026-10-15

● succeeded
00:31 · 0 rep · 0 disc · 20 err

● failed
07:03 · 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.