careerOS — daily scanner dashboard

India expansion tracker

India jobs

7,363

12.3% of pool

vs launch baseline

+1,970

baseline 5,393 on 2026-06-29

role-family coverage

20/20

India jobs represented across taxonomy

role-tag coverage

100.0%

7,363 tagged India rows

jsonapi health

failed

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

new jobs, 14d

31,726

distinct URLs added to cohort_reports

Fresh pool: 136,787 / 158,991. Lowest India role-family counts: mobile-engineering 25 · legal-risk-compliance 52 · design-ux-content 94 · embedded-vlsi-hardware 97 · marketing-growth-comms 138 · people-hr-recruiting 156

India by city

City bucket	Jobs	Share
Bangalore	2,913	39.6%	████████████████████████
Hyderabad	975	13.2%	████████
Pune	876	11.9%	███████
Mumbai	446	6.1%	████
Gurgaon	383	5.2%	███
Delhi	88	1.2%	█
Noida	162	2.2%	█
Chennai	445	6.0%	████
Other India	1,075	14.6%	█████████

India by role family

Role family	India jobs	Share
software-engineering	1,733	23.5%
finance-accounting	524	7.1%
enterprise-apps-erp-crm	513	7.0%
sales-bd-account-management	465	6.3%
devops-cloud-sre	436	5.9%
program-project-business-analysis	429	5.8%
product-management	397	5.4%
data-bi-analytics	396	5.4%
customer-success-support	387	5.3%
ai-ml-data-science	374	5.1%
operations-procurement-supply-chain	348	4.7%
solutions-implementation-consulting	313	4.3%
qa-test-engineering	291	4.0%
cybersecurity-risk-iam	195	2.6%
people-hr-recruiting	156	2.1%

India role family × focus city

Role family	Bangalore	Hyderabad	Pune	Mumbai	Gurgaon	Delhi	Noida	Chennai	India
software-engineering	793	262	232	34	48	7	44	112	1,733
finance-accounting	167	71	59	72	34	2	13	22	524
enterprise-apps-erp-crm	200	115	63	17	30	·	8	29	513
sales-bd-account-management	118	24	15	81	35	31	13	27	465
devops-cloud-sre	200	62	58	13	13	2	5	30	436
program-project-business-analysis	144	68	79	21	30	8	6	27	429
product-management	174	48	39	9	17	5	15	20	397
data-bi-analytics	145	50	63	19	22	3	5	29	396
customer-success-support	148	24	52	31	33	5	5	25	387
ai-ml-data-science	175	46	35	20	24	·	6	18	374
operations-procurement-supply-chain	118	44	31	33	26	4	6	27	348
solutions-implementation-consulting	111	45	31	15	20	9	2	6	313

Role family

Bangalore

Hyderabad

Pune

Mumbai

Gurgaon

Delhi

Noida

Chennai

India

software-engineering

793

262

232

112

1,733

finance-accounting

167

524

enterprise-apps-erp-crm

200

115

513

sales-bd-account-management

118

465

devops-cloud-sre

200

436

program-project-business-analysis

144

429

product-management

174

397

data-bi-analytics

145

396

customer-success-support

148

387

ai-ml-data-science

175

374

operations-procurement-supply-chain

118

348

solutions-implementation-consulting

111

313

Quality scorecard

New jobs added per day

Date	Unique jobs	× cohorts
2026-08-14	656	663	████
2026-08-13	3,120	3,200	█████████████████████
2026-08-12	3,204	3,349	██████████████████████
2026-08-11	3,443	3,552	███████████████████████
2026-08-10	3,097	3,195	█████████████████████
2026-08-09	928	931	██████
2026-08-08	1,053	1,060	███████
2026-08-07	3,095	3,169	█████████████████████
2026-08-06	3,219	3,295	██████████████████████
2026-08-05	3,529	3,622	████████████████████████
2026-08-04	3,405	3,488	███████████████████████
2026-08-03	2,587	2,648	██████████████████
2026-08-02	373	378	███
2026-08-01	17	17

Date

Unique jobs

× cohorts

2026-08-14

656

663

████

2026-08-13

3,120

3,200

█████████████████████

2026-08-12

3,204

3,349

██████████████████████

2026-08-11

3,443

3,552

███████████████████████

2026-08-10

3,097

3,195

█████████████████████

2026-08-09

928

931

██████

2026-08-08

1,053

1,060

███████

2026-08-07

3,095

3,169

█████████████████████

2026-08-06

3,219

3,295

██████████████████████

2026-08-05

3,529

3,622

████████████████████████

2026-08-04

3,405

3,488

███████████████████████

2026-08-03

2,587

2,648

██████████████████

2026-08-02

373

378

███

2026-08-01

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

Country	Jobs	%
USA	22,091	37%	████████████████████████
Other	9,904	17%	███████████
India	7,330	12%	████████
Europe	5,984	10%	███████
UK	2,784	5%	███
APAC	2,013	3%	██
Canada	1,730	3%	██
Germany	1,286	2%	█
Remote	1,280	2%	█
LatAm	975	2%	█
Mexico	764	1%	█
Brazil	733	1%	█
Australia	718	1%	█
Singapore	690	1%	█
Middle East	456	1%
Japan	387	1%
Africa	314	1%
South Korea	255	0%
Israel	248	0%
Unknown	58	0%

Country

Jobs

USA

22,091

37%

████████████████████████

Other

9,904

17%

███████████

India

7,330

12%

████████

Europe

5,984

10%

███████

2,784

███

APAC

2,013

██

Canada

1,730

██

Germany

1,286

█

Remote

1,280

█

LatAm

975

█

Mexico

764

█

Brazil

733

█

Australia

718

█

Singapore

690

█

Middle East

456

Japan

387

Africa

314

South Korea

255

Israel

248

Unknown

Remote jobs by region · 17,300 remote jobs

Region	Jobs	%
USA	6,783	39%	████████████████████████
Europe	2,678	15%	█████████
Remote	1,158	7%	████
India	1,126	7%	████
UK	996	6%	████
Canada	910	5%	███
Other	637	4%	██
Germany	550	3%	██
APAC	484	3%	██
Brazil	474	3%	██
LatAm	473	3%	██
Mexico	227	1%	█
Australia	215	1%	█
Africa	147	1%	█
Middle East	116	1%
Singapore	112	1%
Japan	102	1%
Israel	60	0%
South Korea	42	0%
Unknown	10	0%

Region

Jobs

USA

6,783

39%

████████████████████████

Europe

2,678

15%

█████████

Remote

1,158

████

India

1,126

████

996

████

Canada

910

███

Other

637

██

Germany

550

██

APAC

484

██

Brazil

474

██

LatAm

473

██

Mexico

227

█

Australia

215

█

Africa

147

█

Middle East

116

Singapore

112

Japan

102

Israel

South Korea

Unknown

Cohort × region · top 15 cohorts

Cohort	USA	Other	India	Europe	UK	APAC	Canada	Germany	Total
sales-bd-account-management	3493	1497	461	885	532	303	212	299	8,880
software-engineering	2521	1086	1724	965	281	209	389	145	8,129
customer-success-support	4615	918	384	442	189	238	105	75	7,574
program-project-business-analysis	1532	943	425	431	285	119	112	73	4,403
operations-procurement-supply-chain	1439	882	348	346	160	227	90	115	4,029
finance-accounting	940	758	524	417	137	170	78	52	3,472
product-management	1274	523	396	347	153	101	147	107	3,457
solutions-implementation-consulting	866	408	313	274	164	81	56	73	2,702
marketing-growth-comms	1027	325	138	300	205	104	90	75	2,625
ai-ml-data-science	723	287	373	261	133	83	82	50	2,227
devops-cloud-sre	817	336	436	211	96	23	75	33	2,225
data-bi-analytics	434	369	396	208	79	52	53	31	1,923
people-hr-recruiting	547	273	156	202	67	85	41	36	1,650
enterprise-apps-erp-crm	342	340	506	81	66	17	33	15	1,564
cybersecurity-risk-iam	459	286	192	134	46	18	45	22	1,348

Cohort

USA

Other

India

Europe

APAC

Canada

Germany

Total

sales-bd-account-management

3493

1497

461

885

532

303

212

299

8,880

software-engineering

2521

1086

1724

965

281

209

389

145

8,129

customer-success-support

4615

918

384

442

189

238

105

7,574

program-project-business-analysis

1532

943

425

431

285

119

112

4,403

operations-procurement-supply-chain

1439

882

348

346

160

227

115

4,029

finance-accounting

940

758

524

417

137

170

3,472

product-management

1274

523

396

347

153

101

147

107

3,457

solutions-implementation-consulting

866

408

313

274

164

2,702

marketing-growth-comms

1027

325

138

300

205

104

2,625

ai-ml-data-science

723

287

373

261

133

2,227

devops-cloud-sre

817

336

436

211

2,225

data-bi-analytics

434

369

396

208

1,923

people-hr-recruiting

547

273

156

202

1,650

enterprise-apps-erp-crm

342

340

506

1,564

cybersecurity-risk-iam

459

286

192

134

1,348

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
2026-08-15	● succeeded 00:31 · 0 rep · 0 disc · 20 err	● failed 18:00 · 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

Date

agent_scan

jsonapi

2026-08-15

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

● failed
18:00 · 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.