Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bradford with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
West Yorkshire > Bradford
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 44 47 19
Rank change year-on-year +3 -28 +10
Permanent jobs citing Data Warehouse 52 57 89
As % of all permanent IT jobs advertised in Bradford 6.42% 5.49% 10.83%
As % of the Database & Business Intelligence category 22.03% 21.76% 26.57%
Number of salaries quoted 50 51 89
Bradford median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £41,250 £32,500 £36,250
90th Percentile £53,750 £81,250 £59,500
West Yorkshire median annual salary £45,000 £47,500 £42,500
% change year-on-year -5.26% +11.76% -5.56%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bradford with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bradford
Permanent vacancies with a requirement for database or business intelligence skills 236 262 335
As % of all permanent IT jobs advertised in Bradford 29.14% 25.24% 40.75%
Number of salaries quoted 213 235 285
Bradford median annual salary £42,500 £40,000 £41,500
Median salary % change year-on-year +6.25% -3.61% +18.57%
10th Percentile £30,800 £29,750 £26,250
90th Percentile £55,000 £62,300 £61,000
West Yorkshire median annual salary £44,471 £40,000 £40,000
% change year-on-year +11.18% - +3.90%

Data Warehouse
Job Vacancy Trend in Bradford

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Bradford.

Job vacancy trend for Data Warehouse in Bradford

Data Warehouse
Salary Trend in Bradford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Bradford.

Salary trend for Data Warehouse in Bradford

Data Warehouse
Salary Histogram in Bradford

The salary distribution of IT jobs citing Data Warehouse in Bradford over the 6 months to 23 November 2017.

Salary histogram for Data Warehouse in Bradford

For the 6 months to 23 November 2017, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bradford region with a requirement for Data Warehouse.

1 50 (96.15%) SQL Server
2 49 (94.23%) SQL
2 49 (94.23%) Business Intelligence
3 46 (88.46%) SQL Server Integration Services
4 44 (84.62%) T-SQL
5 37 (71.15%) Microsoft
5 37 (71.15%) SQL Server Reporting Services
6 35 (67.31%) SQL Server Analysis Services
7 33 (63.46%) ETL
8 23 (44.23%) Performance Tuning
9 21 (40.38%) Agile Software Development
10 19 (36.54%) Finance
10 19 (36.54%) Power BI
11 18 (34.62%) Data Modelling
12 17 (32.69%) Disaster Recovery
12 17 (32.69%) Microsoft Certification
12 17 (32.69%) MCSE
12 17 (32.69%) MCSA
12 17 (32.69%) SQL Server Management Studio (SSMS)
12 17 (32.69%) PowerShell
13 11 (21.15%) SQL Server 2012
13 11 (21.15%) Retail
13 11 (21.15%) E-Commerce
14 10 (19.23%) Coaching
15 9 (17.31%) Mentoring
16 8 (15.38%) ETL Development
16 8 (15.38%) IBM
17 7 (13.46%) QlikView
17 7 (13.46%) Visualisation
18 6 (11.54%) Visual Studio

Data Warehouse
Co-occurring IT Skills in Bradford by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (5.77%) SAS
Applications
1 3 (5.77%) Microsoft Project
Business Applications
1 1 (1.92%) Oracle ERP
Cloud Services
1 1 (1.92%) Microsoft Azure
Database & Business Intelligence
1 50 (96.15%) SQL Server
2 46 (88.46%) SQL Server Integration Services
3 37 (71.15%) SQL Server Reporting Services
4 35 (67.31%) SQL Server Analysis Services
5 19 (36.54%) Power BI
6 11 (21.15%) SQL Server 2012
7 7 (13.46%) QlikView
8 4 (7.69%) Oracle BI EE
9 3 (5.77%) Hadoop
9 3 (5.77%) SAS EBI
10 2 (3.85%) SQL Server 2008
10 2 (3.85%) SQL Server 2014
10 2 (3.85%) SQL Server 2016
11 1 (1.92%) DB2
11 1 (1.92%) Enterprise Data Warehouse
11 1 (1.92%) Oracle BI Publisher
11 1 (1.92%) Oracle Database
11 1 (1.92%) Oracle Database 11g
11 1 (1.92%) Oracle ODI
11 1 (1.92%) Oracle Reports
Development Applications
1 17 (32.69%) SQL Server Management Studio (SSMS)
2 6 (11.54%) Visual Studio
3 5 (9.62%) Visual Studio Team System
4 3 (5.77%) Talend Open Studio
5 2 (3.85%) Team Foundation Server
General
1 19 (36.54%) Finance
2 11 (21.15%) Retail
Job Titles
1 29 (55.77%) Developer
2 25 (48.08%) Business Intelligence Developer
2 25 (48.08%) Senior Developer
3 23 (44.23%) Senior Business Intelligence Developer
4 19 (36.54%) Administrator
4 19 (36.54%) DBA
4 19 (36.54%) Senior DBA
4 19 (36.54%) Senior SQL DBA
4 19 (36.54%) SQL DBA
5 13 (25.00%) SQL BI Developer
5 13 (25.00%) SQL Developer
6 12 (23.08%) Senior SQL Developer
7 7 (13.46%) SSIS Developer
8 6 (11.54%) Business Developer
8 6 (11.54%) Microsoft BI Developer
8 6 (11.54%) Microsoft Developer
8 6 (11.54%) T-SQL Developer
9 5 (9.62%) Senior Microsoft Developer
10 2 (3.85%) Business Intelligence Manager
10 2 (3.85%) SQL Server Developer
Miscellaneous
1 2 (3.85%) Replication
Processes & Methodologies
1 49 (94.23%) Business Intelligence
2 33 (63.46%) ETL
3 23 (44.23%) Performance Tuning
4 21 (40.38%) Agile Software Development
5 18 (34.62%) Data Modelling
6 17 (32.69%) Disaster Recovery
7 11 (21.15%) E-Commerce
8 10 (19.23%) Coaching
9 9 (17.31%) Mentoring
10 8 (15.38%) ETL Development
11 7 (13.46%) Visualisation
12 5 (9.62%) Data Virtualisation
12 5 (9.62%) RUP
12 5 (9.62%) Scrum
13 4 (7.69%) Data Visualisation
13 4 (7.69%) Stakeholder Management
14 3 (5.77%) Business Analysis
14 3 (5.77%) Process Improvement
15 2 (3.85%) Matrix Management
15 2 (3.85%) Performance Management
Programming Languages
1 49 (94.23%) SQL
2 44 (84.62%) T-SQL
3 17 (32.69%) PowerShell
4 3 (5.77%) C#
5 1 (1.92%) PL/SQL
5 1 (1.92%) VB
Qualifications
1 17 (32.69%) MCSA
1 17 (32.69%) MCSE
1 17 (32.69%) Microsoft Certification
Quality Assurance & Compliance
1 1 (1.92%) Data Quality
1 1 (1.92%) SLA
Vendors
1 37 (71.15%) Microsoft
2 8 (15.38%) IBM
3 4 (7.69%) Oracle
3 4 (7.69%) Tableau
4 3 (5.77%) Talend
5 1 (1.92%) Alteryx
5 1 (1.92%) Cognos