Data Lake - IT Jobs Watch Search

Permanent Job Market Index

Use this option to select the period over which the statistics are calculated.

There is a choice between 3 and 6 months to 15 November 2026 with year-over-year comparisons.

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Use this option to exclude results with historical job ad aggregates falling below the selected threshold during the period.

When used in combination with column sorting, this option can be used to display results of greater statistical significance.

Results 1 - 50 of 175

Permanent Job Market Index
Description	Rank 6 Months to 15 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Data Lake	446	Down 172 places-172	£75,000	-10.17%	447 0.36%	470
Data Entry	555	Down 286 places-286	£29,000	-3.33%	283 0.23%	75
Data Centre	105	Up 53 places+53	£70,000	+12.00%	2,159 1.76%	1,708
Data Vault	762	Down 135 places-135	£101,250	+6.57%	64 0.052%	36
Data Guard	805	Down 146 places-146	£75,000	-46.42%	21 0.017%	22
Data Quality	94	Up 78 places+78	£63,500	+1.60%	2,296 1.87%	2,882
Data Design	760	Down 186 places-186	£85,000	+6.25%	66 0.054%	74
Data Fabric	779	Down 117 places-117	£85,000	+36.00%	47 0.038%	46
Data Mining	762	Down 248 places-248	£70,000	+75.00%	64 0.052%	133
Data Science	127	Up 23 places+23	£77,500	+10.71%	1,774 1.45%	3,776
Data Analyst	229	Up 23 places+23	£60,000	+41.17%	1,025 0.84%	824
Data Engineer	97	Up 111 places+111	£70,000	-	2,258 1.84%	1,703
Data Manager	299	Up 184 places+184	£65,000	-7.14%	757 0.62%	327
Data Privacy	484	Down 228 places-228	£60,000	+1.69%	376 0.31%	692
Data Lineage	668	Down 81 places-81	£80,000	+14.28%	158 0.13%	197
Data Mapping	680	Down 93 places-93	£65,000	+18.18%	146 0.12%	219
Data Pipeline	170	Up 28 places+28	£70,000	-	1,418 1.16%	2,318
Data Analysis	137	Down 30 places-30	£52,740	+5.47%	1,655 1.35%	1,762
Data Sharing	736	Down 99 places-99	£62,513	-26.45%	90 0.073%	121
Data Munging	809	Down 165 places-165	£52,500	-6.66%	17 0.014%	47
Data Modelling	114	Down 1 place-1	£70,000	-	1,986 1.62%	2,604
Data Strategy	324	Down 62 places-62	£82,500	+3.12%	685 0.56%	789
Data Security	427	Down 84 places-84	£65,000	-	486 0.40%	528
Big Data	538	Down 113 places-113	£72,500	+3.57%	302 0.25%	372
Data Modeller	777	Down 137 places-137	£92,500	+92.70%	49 0.040%	46
Data Migration	305	Down 20 places-20	£64,650	-7.64%	741 0.60%	869
Data Matching	812	Down 161 places-161	£83,500	+71.28%	14 0.011%	40
Data Architect	235	Up 165 places+165	£90,000	+2.85%	999 0.81%	542
Data Warehouse	296	Down 95 places-95	£65,000	-7.14%	774 0.63%	890
Data Protection	142	Up 33 places+33	£55,000	-	1,618 1.32%	1,479
Data Governance	135	Up 24 places+24	£70,000	-	1,672 1.36%	1,877
Data Analytics	288	Down 98 places-98	£60,000	-	798 0.65%	1,139
Data Scientist	317	Up 215 places+215	£80,000	+23.07%	700 0.57%	823
Data Lakehouse	460	Up 37 places+37	£80,000	-	426 0.35%	556
Data Ingestion	544	Up 18 places+18	£80,000	-	295 0.24%	349
Data Validation	639	Down 90 places-90	£47,500	-17.39%	188 0.15%	281
Data Cleansing	573	Down 139 places-139	£55,000	+29.41%	262 0.21%	268
Data Discovery	790	Down 128 places-128	£71,725	-4.36%	36 0.029%	76
Data Management	195	Down 48 places-48	£55,000	-8.33%	1,247 1.02%	1,352
Data Engineering	126	Up 36 places+36	£75,000	+5.34%	1,778 1.45%	1,931
Data Structures	475	Down 91 places-91	£65,000	-7.14%	393 0.32%	736
Data Extraction	676	Down 86 places-86	£52,500	+10.52%	150 0.12%	173
Data Collection	623	Down 177 places-177	£46,500	-18.42%	205 0.17%	411
Data Consultant	666	Down 60 places-60	£80,000	+6.66%	160 0.13%	284
Data Technician	740	Down 90 places-90	£20,000	-60.00%	86 0.070%	43
Data Conversion	805	Down 174 places-174	£100,000	+5.26%	21 0.017%	47
Data Enrichment	799	Down 142 places-142	£35,000	-48.14%	27 0.022%	56
Data Encryption	806	Down 156 places-156	£66,250	-19.69%	20 0.016%	15
Data Integration	304	Down 31 places-31	£70,000	-	743 0.61%	882
Data Architecture	220	Up 30 places+30	£80,000	+3.22%	1,083 0.88%	1,008