Every field, every country — what we have and what we don't

1,779,387 live vacancies from 22 hiring systems, rebuilt nightly. Colour is volume on a log scale; desktop prints the count, phones show the shade — the number is still there for screen readers.

Live vacancies by field (rows) and country (columns). Scroll sideways for more countries; the field column stays put.
Field	US	DE	GB	IN	CA	FR	SG	PL	ES	NL	AU	MX	CN	PH	CH	MY	BR	JP	IT	PT	IE	GR	BE	AT	AE	TW	RO	SE	CO	SA	no country
Software	61,583	6,820	6,647	11,648	4,125	2,982	3,714	1,891	1,894	1,520	1,379	1,929	2,210	1,797	1,018	1,550	1,232	1,630	948	1,564	920	790	924	580	706	1,279	989	901	562	577	32,292
Clinical	119,584	3,804	553	84	2,323	614	129	84	207	502	513	46	58	117	847	16	42	51	277	81	67	40	76	57	145	7	27	120	45	63	49,143
Field	77,102	9,762	2,421	221	3,123	3,259	451	470	1,075	1,053	647	1,057	256	283	1,293	214	351	79	247	318	346	291	279	322	163	92	100	139	105	225	30,766
Sales	56,120	9,098	5,400	2,359	2,917	2,016	971	579	1,310	823	1,176	850	1,073	664	496	610	932	1,245	692	306	521	333	413	445	397	280	248	423	429	393	18,981
Retail	49,632	19,483	1,638	157	1,484	2,823	166	2,117	306	603	876	179	160	74	875	124	124	185	750	571	275	760	329	428	75	45	135	59	30	45	17,165
Hospitality	45,958	3,873	5,002	169	2,266	1,709	303	740	759	476	244	84	75	107	542	81	40	120	343	139	351	648	226	271	195	16	18	109	34	83	16,820
Senior	30,359	2,368	3,174	7,240	2,345	667	1,413	1,093	769	478	720	633	751	423	390	585	677	365	263	490	569	217	178	151	303	431	516	295	260	208	11,659
Operations	25,119	2,159	1,852	1,781	1,572	946	870	527	526	475	443	1,076	884	528	288	605	601	392	263	226	297	133	306	130	240	233	199	141	230	282	10,652
Finance	13,992	4,017	1,719	1,944	1,304	960	533	572	428	889	389	624	305	1,186	265	540	296	219	287	169	235	191	197	224	156	123	193	96	260	147	7,484
Warehouse	21,919	3,857	822	194	856	518	223	266	168	204	213	556	226	159	171	165	308	83	143	75	80	180	126	115	43	111	81	53	91	50	6,003
Customer	21,708	1,581	884	538	988	325	153	342	304	241	287	296	93	577	125	262	180	136	130	275	82	352	101	114	43	49	55	63	99	53	6,506
Admin	18,893	1,983	819	364	1,139	247	182	136	209	255	345	247	96	394	295	109	128	75	119	84	89	97	86	97	110	27	32	36	110	101	7,567
Banking	20,836	482	723	452	1,058	458	326	355	166	109	161	103	48	314	71	265	138	64	110	60	84	68	108	46	55	22	25	22	30	21	7,197
Marketing	12,308	2,455	1,242	644	707	499	376	150	324	269	189	256	268	375	128	209	208	272	101	116	60	86	75	107	118	92	47	57	135	100	3,783
Construction	11,579	2,582	1,485	364	900	874	230	67	314	475	262	166	45	175	339	109	69	49	62	70	170	58	93	84	195	26	28	57	64	132	4,576
Social	16,250	520	2,254	24	817	227	17	5	23	674	111	7	·	19	80	10	1	8	30	3	17	5	135	8	7	·	·	43	6	2	5,827
Education	11,934	1,136	504	50	295	246	130	10	130	40	149	57	476	14	81	10	75	22	68	10	13	6	21	79	108	2	2	1	6	15	5,328
People & HR	6,079	890	872	566	542	544	219	198	185	236	152	241	125	359	104	205	116	189	55	109	85	71	82	61	75	57	55	33	78	86	3,134
Legal	6,688	1,347	677	484	392	248	230	98	136	171	246	105	89	150	110	116	80	101	70	35	83	47	73	42	86	26	37	37	45	53	2,670
Life	7,531	346	475	298	284	398	197	142	105	87	92	147	543	77	186	54	119	172	83	30	78	31	86	18	19	68	48	33	106	18	3,409
Architecture	4,382	578	570	1,233	330	335	192	205	184	97	144	126	77	72	86	60	114	100	86	73	99	41	154	54	60	16	84	103	86	102	2,931
Design & UX	3,528	332	572	485	457	109	145	135	119	75	108	112	77	171	39	69	87	73	42	75	49	39	50	38	61	38	32	69	51	58	1,826
Product	3,183	480	491	483	325	227	218	139	172	94	95	65	154	39	46	62	74	84	30	78	56	59	31	22	33	44	63	36	31	16	1,686
Engineering	3,163	274	376	1,225	248	208	129	132	98	92	83	80	48	67	35	67	59	51	20	92	74	27	41	22	30	33	57	37	42	27	1,526
General	2,325	135	300	517	202	87	99	81	58	33	64	34	34	17	20	27	34	38	19	40	54	11	17	6	15	22	33	28	14	17	866
Executive	1,426	255	169	168	104	82	64	23	27	21	40	16	26	12	44	10	8	25	10	19	34	6	7	13	16	11	8	15	16	9	551
Public	811	71	64	19	55	16	30	4	10	10	15	8	22	14	12	11	7	10	15	2	4	3	23	2	9	9	2	1	2	13	422
other	467,230 — the job title was too ambiguous to place in a field. This is the gap we are working on, and the reason search exists: not every employer writes a title anyone can classify

1,051,387 of 1,779,387 live vacancies are placed in a field and a country above; the bands below the grid are the rest. We would rather show them than quietly drop them.

Why the columns add up to more than that: a vacancy open in two countries is counted in both. The 1,064,413 cell counts above cover 1,051,387 distinct vacancies.