Database & Business Intelligence Statistics in the North West

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

There is a choice between 3 and 6 months to 7 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.

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Results 1 - 50 of 73

Permanent Job Market Index
Description	Rank 6 Months to 7 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	92	Down 7 places-7	£50,000	-5.66%	209 1.63%	81
SQL Server	116	Down 24 places-24	£52,500	+10.52%	167 1.30%	36
Data Warehouse	188	Down 26 places-26	£57,500	-4.16%	74 0.58%	22
MongoDB	197	Down 47 places-47	£50,000	-28.57%	65 0.51%	26
Azure SQL Database	202	Down 7 places-7	£50,000	-13.41%	60 0.47%	19
Relational Database	207	Down 26 places-26	£50,051	-8.99%	55 0.43%	15
PostgreSQL	210	Down 38 places-38	£58,750	-16.07%	52 0.41%	20
MySQL	212	Down 44 places-44	£48,500	-19.16%	50 0.39%	13
Tableau	223	Down 70 places-70	£50,000	+8.75%	39 0.30%	37
NoSQL	223	Down 67 places-67	£60,000	-14.28%	39 0.30%	9
Data Lake	225	Down 45 places-45	£60,000	+1.69%	37 0.29%	8
Oracle Database	231	Down 27 places-27	£55,000	+8.37%	31 0.24%	3
Metadata	233	Down 36 places-36	£70,000	+64.70%	29 0.23%	15
Power Query	238	Down 29 places-29	£48,750	+14.70%	24 0.19%
BigQuery	238	Down 36 places-36	£45,500	-17.27%	24 0.19%	14
Amazon Redshift	241	Down 38 places-38	£70,000	+27.27%	21 0.16%	6
Amazon RDS	241	Down 35 places-35	£62,500	-15.31%	21 0.16%	19
Elasticsearch	243	Down 45 places-45	£47,500	-17.39%	19 0.15%	6
Electronic Patient Records	243	Down 34 places-34	£55,000	-6.77%	19 0.15%	2
Big Data	246	Down 49 places-49	£50,000	-4.76%	16 0.12%
Redis	247	Down 47 places-47	£52,500	-28.86%	15 0.12%	6
SQL Server Reporting Services	247	Down 52 places-52	£38,750	-32.60%	15 0.12%	4
DynamoDB	247	Down 55 places-55	£65,000	-	15 0.12%	2
Looker	248	Down 48 places-48	£42,500	-5.02%	14 0.11%	10
SQL Server Integration Services	249	Down 47 places-47	£50,000	-28.96%	13 0.10%	7
GIS	249	Down 48 places-48	£32,800	-31.66%	13 0.10%	4
Amazon Athena	251	Down 42 places-42	£62,500	+13.63%	11 0.086%	4
Delta Lake	251	Down 42 places-42	£55,000	-	11 0.086%	2
RDBMS	254	Down 45 places-45	£55,000	-	8 0.062%	1
MariaDB	254	New entry-	£52,500	-	8 0.062%
Oracle BI Publisher	255	New entry-	£63,076	-	7 0.055%
Pinecone	255	New entry-	£57,500	-	7 0.055%	3
EDMS	255	Down 45 places-45	£45,000	-	7 0.055%	1
Chroma	255	New entry-	£57,500	-	7 0.055%	1
Oracle Reports	256	Down 52 places-52	£63,076	+75.92%	6 0.047%
Parquet	256	New entry-	-	-	6 0.047%	3
Spark SQL	256	Down 47 places-47	£47,988	-	6 0.047%
Star Schema	257	New entry-	£45,000	-	5 0.039%
SAP HANA	257	Down 47 places-47	£70,000	+45.83%	5 0.039%	1
Neo4j	257	Down 51 places-51	£75,000	+25.00%	5 0.039%	1
EDRMS	257	Down 49 places-49	£66,000	+78.37%	5 0.039%	1
Geospatial Data	257	Down 50 places-50	£32,800	-28.65%	5 0.039%	1
OLAP	258	New entry-	£55,000	-	4 0.031%
Data Mining	258	Down 64 places-64	£110,000	+175.00%	4 0.031%	12
Semantic Layer	258	Down 48 places-48	£85,000	+13.33%	4 0.031%	5
Hadoop	259	Down 52 places-52	-	-	3 0.023%	2
Azure SQL Data Warehouse	259	Down 53 places-53	£60,279	+4.83%	3 0.023%	1
Data Vault	259	Down 51 places-51	£120,000	+77.77%	3 0.023%
Metadata Repository	260	New entry-	£68,724	-	2 0.016%
MS Access	260	New entry-	£33,718	-	2 0.016%	1