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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
West Yorkshire / Bradford
Rank 39 50 28
Rank change year-on-year +11 -22  
Permanent jobs citing Data Warehouse 16 12 26
As % of all permanent IT jobs advertised in Bradford 4.15% 2.61% 6.79%
As % of the Database & Business Intelligence category 13.33% 10.43% 22.22%
Number of salaries quoted 12 11 16
Median salary £45,000 £47,500 £37,500
Median salary % change year-on-year -5.26% +26.66%  
90% offered a salary of more than £42,750 £45,000 £35,000
10% offered a salary of more than £49,750 £57,500 £40,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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

Database & Business Intelligence Skills
Bradford
Permanent job vacancies with a requirement for database and business intelligence skills 120 115 117
As % of all permanent IT job vacancies advertised in Bradford 31.09% 25.00% 30.55%
Number of salaries quoted 108 103 85
Median salary £43,750 £45,000 £37,500
Median salary % change year-on-year -2.77% +20.00%  
90% offered a salary of more than £32,500 £32,500 £34,000
10% offered a salary of more than £50,000 £45,000 £50,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Warehouse
Job Vacancy Trend in Bradford

The job posting trend of jobs advertised in Bradford citing Data Warehouse as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 25 March 2017.

Salary histogram for Data Warehouse in Bradford

Data Warehouse
Top 30 Related IT Skills in Bradford

For the 6 months to 25 March 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 25 (80.65%) SQL
2 22 (70.97%) Business Intelligence
3 21 (67.74%) T-SQL
4 19 (61.29%) SQL Server
5 18 (58.06%) SQL Server Integration Services
6 17 (54.84%) Microsoft
7 14 (45.16%) ETL
8 12 (38.71%) Finance
9 11 (35.48%) SQL Server Reporting Services
9 11 (35.48%) MS Excel
10 10 (32.26%) SQL Server Analysis Services
11 8 (25.81%) Oracle
11 8 (25.81%) Agile Software Development
12 6 (19.35%) Data Quality
12 6 (19.35%) Team Foundation Server
13 5 (16.13%) SQL Server 2014
13 5 (16.13%) Degree
13 5 (16.13%) Tableau
13 5 (16.13%) SQL Server 2012
13 5 (16.13%) Retail
13 5 (16.13%) CSS
13 5 (16.13%) VB
13 5 (16.13%) HTML
13 5 (16.13%) JavaScript
13 5 (16.13%) E-Commerce
13 5 (16.13%) Data Modelling
14 4 (12.90%) SOA
14 4 (12.90%) Snowflake Schema
14 4 (12.90%) Star Schema
14 4 (12.90%) Middleware

Data Warehouse
Top Related 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 4 (12.90%) Oracle SOA Suite
Applications
1 11 (35.48%) MS Excel
2 3 (9.68%) MS Office
Business Applications
1 1 (3.23%) StreamServe
Cloud Services
1 2 (6.45%) Google Cloud Platform
Database & Business Intelligence
1 19 (61.29%) SQL Server
2 18 (58.06%) SQL Server Integration Services
3 11 (35.48%) SQL Server Reporting Services
4 10 (32.26%) SQL Server Analysis Services
5 5 (16.13%) SQL Server 2012
5 5 (16.13%) SQL Server 2014
6 4 (12.90%) OLAP
6 4 (12.90%) OLAP Cube
6 4 (12.90%) Oracle Database
6 4 (12.90%) Oracle OLAP
6 4 (12.90%) Power BI
6 4 (12.90%) QlikView
6 4 (12.90%) Snowflake Schema
6 4 (12.90%) Star Schema
7 3 (9.68%) Oracle BI EE
7 3 (9.68%) SQL Server 2008
8 2 (6.45%) Big Data
8 2 (6.45%) Oracle BI Publisher
8 2 (6.45%) Oracle ODI
8 2 (6.45%) Qlik Sense
Development Applications
1 6 (19.35%) Team Foundation Server
2 2 (6.45%) ERwin
2 2 (6.45%) Talend Open Studio
3 1 (3.23%) Git (software)
3 1 (3.23%) Visual Studio
General
1 12 (38.71%) Finance
2 5 (16.13%) Retail
Job Titles
1 21 (67.74%) Developer
2 15 (48.39%) Business Intelligence Developer
3 12 (38.71%) SQL Developer
4 9 (29.03%) SQL BI Developer
5 8 (25.81%) Senior Developer
6 7 (22.58%) Senior Business Intelligence Developer
6 7 (22.58%) SSIS Developer
7 6 (19.35%) T-SQL Developer
8 5 (16.13%) Business Developer
8 5 (16.13%) Senior SQL Developer
9 4 (12.90%) Analyst
10 3 (9.68%) Data Governance Analyst
10 3 (9.68%) Data Governance Manager
10 3 (9.68%) Data Manager
10 3 (9.68%) Data Quality Manager
10 3 (9.68%) Governance Manager
11 2 (6.45%) Business Intelligence Analyst
11 2 (6.45%) Data Analyst
12 1 (3.23%) C# Developer
12 1 (3.23%) VB Developer
Libraries, Frameworks & Software Standards
1 5 (16.13%) CSS
1 5 (16.13%) HTML
2 4 (12.90%) .NET
2 4 (12.90%) Middleware
3 3 (9.68%) .NET Framework
4 2 (6.45%) Oracle GoldenGate
Miscellaneous
1 2 (6.45%) Analytical Skills
1 2 (6.45%) Fintech
2 1 (3.23%) Management Information System
2 1 (3.23%) Replication
Processes & Methodologies
1 22 (70.97%) Business Intelligence
2 14 (45.16%) ETL
3 8 (25.81%) Agile Software Development
4 5 (16.13%) Data Modelling
4 5 (16.13%) E-Commerce
5 4 (12.90%) Scorecard
5 4 (12.90%) SOA
6 3 (9.68%) Data Architecture
6 3 (9.68%) Data Governance
6 3 (9.68%) People Management
7 2 (6.45%) Data Management
7 2 (6.45%) Information Architecture
7 2 (6.45%) Logistics
7 2 (6.45%) Performance Tuning
7 2 (6.45%) SDLC
7 2 (6.45%) Stakeholder Management
8 1 (3.23%) Performance Management
8 1 (3.23%) Resource Management
8 1 (3.23%) Scrum
8 1 (3.23%) Web Development
Programming Languages
1 25 (80.65%) SQL
2 21 (67.74%) T-SQL
3 5 (16.13%) JavaScript
3 5 (16.13%) VB
4 3 (9.68%) C#
5 1 (3.23%) VB.NET
Qualifications
1 5 (16.13%) Degree
2 1 (3.23%) ISEB
2 1 (3.23%) ISTQB
Quality Assurance & Compliance
1 6 (19.35%) Data Quality
Vendors
1 17 (54.84%) Microsoft
2 8 (25.81%) Oracle
3 5 (16.13%) Tableau
4 3 (9.68%) Cognos
5 2 (6.45%) Google
5 2 (6.45%) Talend
6 1 (3.23%) Avaya
6 1 (3.23%) Genesys
6 1 (3.23%) IBM
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