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 14 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 14 Nov 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	91	Down 28 places-28	£50,000	-5.21%	212 1.65%	170
SQL Server	120	Down 38 places-38	£55,000	+11.11%	158 1.23%	101
Data Warehouse	183	Down 51 places-51	£57,500	-4.16%	76 0.59%	73
MongoDB	200	Down 79 places-79	£52,500	-25.00%	59 0.46%	38
Azure SQL Database	206	Down 40 places-40	£50,000	-13.41%	53 0.41%	16
Relational Database	206	Down 54 places-54	£50,051	-8.99%	53 0.41%	46
PostgreSQL	208	Down 67 places-67	£57,500	-17.85%	51 0.40%	72
MySQL	212	Down 71 places-71	£49,250	-17.91%	47 0.37%	32
Data Lake	220	Down 68 places-68	£60,000	-2.04%	39 0.30%	34
Tableau	221	Down 92 places-92	£50,000	+11.11%	38 0.30%	48
NoSQL	223	Down 99 places-99	£60,000	-14.28%	36 0.28%	33
Oracle Database	225	Down 50 places-50	£55,000	+8.37%	34 0.26%	11
Metadata	227	Down 59 places-59	£70,000	+60.00%	32 0.25%	34
Power Query	234	Down 54 places-54	£42,500	-	25 0.19%	7
Amazon RDS	235	Down 58 places-58	£65,000	-11.92%	24 0.19%	28
Amazon Redshift	235	Down 62 places-62	£70,000	+27.27%	24 0.19%	12
BigQuery	236	Down 63 places-63	£42,500	-22.72%	23 0.18%	36
Electronic Patient Records	240	Down 60 places-60	£55,000	-6.77%	19 0.15%	7
Elasticsearch	242	Down 73 places-73	£47,500	-17.39%	17 0.13%	24
Big Data	243	Down 75 places-75	£50,000	-5.66%	16 0.12%	13
DynamoDB	244	Down 81 places-81	£65,000	-	15 0.12%	11
Redis	244	Down 73 places-73	£52,500	-28.86%	15 0.12%	17
Looker	245	Down 74 places-74	£42,500	-5.02%	14 0.11%	13
SQL Server Reporting Services	245	Down 78 places-78	£40,000	-30.43%	14 0.11%	8
Amazon Athena	246	Down 66 places-66	£62,500	+13.63%	13 0.10%	6
GIS	246	Down 73 places-73	£32,800	-32.02%	13 0.10%	25
SQL Server Integration Services	247	Down 74 places-74	£50,000	-28.96%	12 0.094%	12
Delta Lake	248	Down 68 places-68	£55,000	-	11 0.086%	12
MariaDB	251	New entry-	£52,500	-	8 0.062%	1
RDBMS	251	Down 71 places-71	£55,000	-	8 0.062%	4
Parquet	251	New entry-	-	-	8 0.062%	6
EDMS	251	Down 70 places-70	£45,000	-	8 0.062%	2
Pinecone	252	New entry-	£57,500	-	7 0.055%	6
Chroma	252	New entry-	£57,500	-	7 0.055%	2
Oracle BI Publisher	252	New entry-	£63,076	-	7 0.055%	1
Oracle Reports	253	Down 78 places-78	£63,076	+75.92%	6 0.047%	3
EDRMS	253	Down 74 places-74	£64,250	+73.64%	6 0.047%	1
Spark SQL	253	Down 73 places-73	£47,988	-	6 0.047%	3
Geospatial Data	254	Down 76 places-76	£32,800	-28.65%	5 0.039%	8
Star Schema	254	New entry-	£45,000	-	5 0.039%	6
Neo4j	254	Down 77 places-77	£75,000	+25.00%	5 0.039%	5
Data Mining	255	Down 91 places-91	£110,000	+175.00%	4 0.031%	10
Semantic Layer	255	Down 74 places-74	£85,000	+13.33%	4 0.031%	14
SAP HANA	255	Down 74 places-74	£70,000	+45.83%	4 0.031%	1
OLAP	256	New entry-	£52,500	-	3 0.023%	2
Hadoop	256	Down 79 places-79	-	-	3 0.023%	10
Data Vault	256	Down 80 places-80	£120,000	+77.77%	3 0.023%
Azure SQL Data Warehouse	256	Down 79 places-79	£60,279	+4.83%	3 0.023%	4
Apache Iceberg	257	Down 77 places-77	£90,000	+80.00%	2 0.016%	10
MS Access	257	New entry-	£33,718	-	2 0.016%	5