Database & Business Intelligence Statistics

Permanent Job Market Index

Description	Rank 6 Months to 21 Apr 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	55	Up 10 places+10	£55,000	-4.34%	2,958 3.37%	860
Tableau	89	Up 141 places+141	£40,000	-33.33%	1,745 1.99%	315
SQL Server	127	Down -58 places-58	£56,250	+2.27%	1,356 1.55%	453
Data Warehouse	254	Down -88 places-88	£71,028	+9.27%	652 0.74%	292
PostgreSQL	287	Down -112 places-112	£67,500	-10.00%	560 0.64%	306
NoSQL	337	Down -112 places-112	£70,000	-	449 0.51%	168
Metadata	342	Up 85 places+85	£70,752	+6.60%	437 0.50%	254
MySQL	345	Down -164 places-164	£55,000	-	432 0.49%	161
Data Lake	353	Down -143 places-143	£80,000	-11.11%	417 0.48%	126
Relational Database	368	Down -118 places-118	£57,500	-10.85%	390 0.44%	213
MongoDB	430	Down -144 places-144	£60,000	-14.28%	292 0.33%	261
Azure SQL Database	442	Down -32 places-32	£65,000	+8.33%	274 0.31%	208
Amazon RDS	469	Down -58 places-58	£70,000	+0.88%	240 0.27%	74
Big Data	478	Down -195 places-195	£75,000	+15.38%	228 0.26%	109
BigQuery	478	Up 12 places+12	£70,000	-6.66%	228 0.26%	130
DynamoDB	505	Down -97 places-97	£75,000	+11.11%	200 0.23%	75
Data Mining	518	Up 25 places+25	£40,000	-27.27%	186 0.21%	166
SQL Server Reporting Services	519	Down -153 places-153	£57,500	+3.06%	185 0.21%	59
SQL Server Integration Services	524	Down -132 places-132	£59,732	+3.88%	180 0.21%	57
Elasticsearch	525	Down -109 places-109	£73,801	+1.79%	179 0.20%	104
Amazon Redshift	540	Down -66 places-66	£71,050	-21.05%	164 0.19%	71
Looker	551	Up 6 places+6	£48,105	-19.82%	152 0.17%	87
GIS	553	Down -96 places-96	£57,631	-9.95%	150 0.17%	54
Power Query	558	Down -104 places-104	£45,000	-33.33%	145 0.17%	64
Oracle Database	570	Down -22 places-22	£58,000	+0.86%	133 0.15%	51
Redis	606	Down -146 places-146	£73,801	+13.54%	97 0.11%	61
RDBMS	625	Down -109 places-109	£66,500	-1.48%	78 0.089%	19
Amazon Athena	626	Down -262 places-262	£78,500	-28.63%	77 0.088%	37
Delta Lake	629	Down -22 places-22	£85,000	+61.90%	74 0.084%	32
DB2	630	Down -78 places-78	£65,000	-	73 0.083%	21
Spark SQL	641	Down -15 places-15	£80,000	+4.91%	62 0.071%	16
Snowflake Schema	642	Down -25 places-25	£72,500	+26.08%	61 0.070%	21
Oracle Reports	643	Down -162 places-162	£72,500	+26.08%	60 0.068%	47
Geospatial Data	649	Down -125 places-125	£42,750	-43.75%	54 0.062%	21
Electronic Patient Records	650	Down -94 places-94	£60,000	-20.00%	53 0.060%	60
Semantic Layer	652	Down -24 places-24	£75,000	+7.14%	51 0.058%	32
Star Schema	654	Down -32 places-32	£65,000	+44.44%	49 0.056%	37
BusinessObjects	656	Down -82 places-82	£57,500	+10.57%	47 0.054%	27
Pinecone	657	Down -21 places-21	£84,250	-19.76%	46 0.052%	19
Hadoop	657	Down -124 places-124	£77,500	-	46 0.052%	23
SAP BW	661	Down -55 places-55	£70,000	-2.76%	42 0.048%	17
SAP HANA	662	Down -61 places-61	£73,750	+2.44%	41 0.047%	35
Neo4j	662	Down -50 places-50	£67,500	-16.92%	41 0.047%	46
QGIS	662	Down -24 places-24	£75,000	+76.47%	41 0.047%	5
Spatial Data	666	Down -31 places-31	£58,750	-21.66%	37 0.042%	56
Apache Iceberg	666	Down -282 places-282	£97,500	-11.36%	37 0.042%	12
Apache Hive	668	Down -75 places-75	£63,310	-29.65%	35 0.040%	4
Crystal Reports	669	Down -49 places-49	£45,000	-30.76%	34 0.039%	11
Data Vault	670	Down -55 places-55	£75,000	+7.14%	33 0.038%	22
OLTP	671	Down -65 places-65	£70,000	+3.70%	32 0.037%	5