Contract Database & BI Statistics in the North of England

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

There is a choice between 3 and 6 months to 10 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 100

Contract Job Market Index
Description	Rank 6 Months to 10 Nov 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Power BI	73	Up 1 place+1	£439	+5.78%	262 3.43%	283
SQL Server	116	Down 1 place-1	£475	+6.74%	177 2.32%	209
Data Warehouse	164	Down 19 places-19	£466	-6.75%	105 1.37%	97
Metadata	169	Up 8 places+8	£500	+2.56%	100 1.31%	59
PostgreSQL	177	Down 88 places-88	£525	+5.00%	90 1.18%	102
MongoDB	181	Down 63 places-63	£425	-22.72%	85 1.11%	77
Relational Database	195	Down 75 places-75	£500	+20.62%	70 0.92%	77
NoSQL	205	Down 106 places-106	£500	-3.38%	60 0.78%	63
MySQL	205	Down 58 places-58	£520	+13.04%	60 0.78%	65
BigQuery	206	Down 44 places-44	£463	+12.12%	59 0.77%	53
Data Lake	212	Down 45 places-45	£492	+0.92%	53 0.69%	58
Oracle Database	212	Down 49 places-49	£525	+16.66%	53 0.69%	20
Tableau	223	Down 67 places-67	£425	+0.59%	42 0.55%	74
DynamoDB	230	Down 65 places-65	£500	-4.76%	35 0.46%	19
Amazon Redshift	235	Down 52 places-52	£463	+15.62%	30 0.39%	15
RDBMS	236	Down 61 places-61	£625	+38.88%	29 0.38%	8
SQL Server Integration Services	236	Down 39 places-39	£473	-14.09%	29 0.38%	20
Neo4j	238	Down 41 places-41	£565	-5.83%	27 0.35%	8
Amazon RDS	238	Down 73 places-73	£500	-	27 0.35%	36
Big Data	239	Down 56 places-56	£480	-4.00%	26 0.34%	25
Looker	239	Down 57 places-57	£450	+44.00%	26 0.34%	27
Power Query	241	Down 72 places-72	£438	+17.74%	24 0.31%	11
Delta Lake	242	Down 59 places-59	£550	+16.40%	23 0.30%	18
Db2	244	Down 62 places-62	£450	+0.33%	21 0.27%	5
Semantic Layer	245	New entry-	£438	-	20 0.26%	24
Amazon Athena	247	Down 56 places-56	£425	-29.16%	18 0.24%	11
Oracle Exadata	249	New entry-	£650	-	16 0.21%	1
Azure SQL Database	251	Down 66 places-66	£428	-5.00%	14 0.18%	32
Star Schema	252	Down 59 places-59	£525	+5.00%	13 0.17%	4
SAP HANA	252	Down 72 places-72	£550	-21.42%	13 0.17%	11
SQL Server Reporting Services	253	Down 66 places-66	£403	-15.26%	12 0.16%	19
Oracle BI Publisher	254	Down 59 places-59	£600	-	11 0.14%	5
SAP BW	254	Down 62 places-62	£400	-25.58%	11 0.14%	5
EDMS	254	New entry-	£300	-	11 0.14%	4
Redis	254	Down 82 places-82	£538	+19.44%	11 0.14%	25
Elasticsearch	254	Down 59 places-59	£419	+12.41%	11 0.14%	30
Spark SQL	256	Down 61 places-61	£525	-14.28%	9 0.12%	12
Parquet	257	Down 60 places-60	£575	-	8 0.10%	6
Hadoop	257	Down 76 places-76	£444	+26.78%	8 0.10%	11
DocumentDB	257	Down 67 places-67	£400	-15.78%	8 0.10%	6
Snowflake Schema	258	Down 71 places-71	£525	+52.06%	7 0.092%
Enterprise Data Warehouse	258	Down 62 places-62	£450	-	7 0.092%	5
Electronic Patient Records	258	Down 67 places-67	£450	+190.32%	7 0.092%	20
Flink	259	Down 63 places-63	£663	-	6 0.079%	11
SQL Server Analysis Services	259	New entry-	£485	-	6 0.079%	9
Trino	259	New entry-	£505	-	6 0.079%	2
GIS	259	Down 71 places-71	£425	-26.08%	6 0.079%	31
TigerGraph	259	New entry-	£463	-	6 0.079%	2
Qlik Sense	259	Down 63 places-63	£413	-8.33%	6 0.079%	4
JanusGraph	259	New entry-	£463	-	6 0.079%	2