The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Birmingham region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 135 109 111
Rank change year-on-year
-26 +2
Permanent jobs citing Data Quality 12 28 12
As % of all permanent IT jobs located in Birmingham 0.52% 1.37% 0.63%
As % of the Quality Assurance & Compliance category 3.16% 10.53% 6.98%
Number of salaries quoted 7 20 11
Median salary £30,000 £37,500 £45,000
Median salary % change year-on-year
-20.00% -16.66%
90% offered a salary of more than £22,440 £29,700 £35,000
10% offered a salary of more than £40,000 £42,500 £65,000
UK excluding London median salary £45,000 £44,250 £47,500
% change year-on-year
+1.69% -6.84%
Data Quality
West Midlands

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in permanent jobs advertised in the Birmingham region.

Quality Assurance & Compliance Category
Birmingham
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
380 266 172
As % of all permanent IT jobs located in Birmingham 16.35% 12.98% 8.96%
Number of salaries quoted 234 226 139
Median salary £46,375 £42,500 £41,500
Median salary % change year-on-year
+9.11% +2.40%
90% offered a salary of more than £27,450 £26,000 £27,000
10% offered a salary of more than £70,000 £61,000 £65,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year
+5.88% +4.93%

Data Quality
Jobs Demand Trend in Birmingham

The demand trend of job ads across the Birmingham region citing Data Quality as a proportion of all IT jobs with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Birmingham

Data Quality
Salary Trend in Birmingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality across the Birmingham region.

Data Quality Salary Trend in Birmingham

Data Quality
Salary Histogram in Birmingham

This chart provides a salary histogram for IT jobs citing Data Quality across the Birmingham region over the 3 months to 26 July 2016.

Data Quality Salary Histogram in Birmingham

Data Quality
Top 30 Related IT Skills in Birmingham

For the 6 months to 26 July 2016, IT jobs citing Data Quality 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 Birmingham region with a requirement for Data Quality.

1 12 (38.71%) Finance
1 12 (38.71%) Data Management
1 12 (38.71%) Analytical Skills
2 11 (35.48%) Data Governance
3 10 (32.26%) SQL
3 10 (32.26%) Business Intelligence
4 9 (29.03%) Banking
5 8 (25.81%) Data Analysis
6 6 (19.35%) Degree
6 6 (19.35%) Microsoft
6 6 (19.35%) Quality Management
6 6 (19.35%) Management Information System
6 6 (19.35%) Performance Management
6 6 (19.35%) Data Analytics
6 6 (19.35%) Analytics
6 6 (19.35%) Virtual Team
7 5 (16.13%) Target Operating Model
7 5 (16.13%) Investment Banking
7 5 (16.13%) Agile Software Development
8 4 (12.90%) Retail
8 4 (12.90%) Retail Banking
8 4 (12.90%) Project Management
8 4 (12.90%) MS Office
8 4 (12.90%) Matrix Organization
8 4 (12.90%) Wealth Management
9 3 (9.68%) Data Architecture
9 3 (9.68%) Visualisation
9 3 (9.68%) Root Cause Analysis
9 3 (9.68%) MS Excel
10 2 (6.45%) Validation

Data Quality
Top Related IT Skills in Birmingham 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 2 (6.45%) SAS
Applications
1 4 (12.90%) MS Office
2 3 (9.68%) MS Excel
3 1 (3.23%) Spreadsheet
3 1 (3.23%) SPSS
Business Applications
1 2 (6.45%) Maximo
2 1 (3.23%) Primavera
Cloud Services
1 1 (3.23%) Office 365
Database & Business Intelligence
1 1 (3.23%) Data Warehouse
1 1 (3.23%) QlikView
1 1 (3.23%) Relational Database
1 1 (3.23%) SAS EBI
1 1 (3.23%) Spotfire
1 1 (3.23%) SQL Server
1 1 (3.23%) SQL Server 2008
General
1 12 (38.71%) Finance
2 9 (29.03%) Banking
3 5 (16.13%) Investment Banking
4 4 (12.90%) Retail
4 4 (12.90%) Retail Banking
5 1 (3.23%) Financial Institution
Job Titles
1 15 (48.39%) Analyst
2 12 (38.71%) Data Analyst
3 7 (22.58%) Data Manager
4 4 (12.90%) Business Analyst
4 4 (12.90%) Data Business Analyst
5 3 (9.68%) 1st Line Engineer
5 3 (9.68%) 1st Line Support
5 3 (9.68%) 1st Line Support Engineer
5 3 (9.68%) Field Engineer
5 3 (9.68%) Field Support Engineer
5 3 (9.68%) ICT Engineer
5 3 (9.68%) ICT Support
5 3 (9.68%) ICT Support Engineer
5 3 (9.68%) Support Engineer
6 2 (6.45%) Data Quality Analyst
6 2 (6.45%) Governance Analyst
6 2 (6.45%) Governance Manager
6 2 (6.45%) Information Governance Manager
6 2 (6.45%) Operations Analyst
6 2 (6.45%) Operations Business Analyst
Miscellaneous
1 12 (38.71%) Analytical Skills
2 6 (19.35%) Management Information System
2 6 (19.35%) Virtual Team
3 3 (9.68%) Visualisation
4 2 (6.45%) Mobile Banking
5 1 (3.23%) Data Integration
5 1 (3.23%) NHS
Processes & Methodologies
1 12 (38.71%) Data Management
2 11 (35.48%) Data Governance
3 10 (32.26%) Business Intelligence
4 8 (25.81%) Data Analysis
5 6 (19.35%) Analytics
5 6 (19.35%) Data Analytics
5 6 (19.35%) Performance Management
5 6 (19.35%) Quality Management
6 5 (16.13%) Agile Software Development
6 5 (16.13%) Target Operating Model
7 4 (12.90%) Matrix Organization
7 4 (12.90%) Project Management
7 4 (12.90%) Wealth Management
8 3 (9.68%) Data Architecture
8 3 (9.68%) Root Cause Analysis
9 2 (6.45%) Business Analysis
9 2 (6.45%) Continuous Improvement
9 2 (6.45%) Data Validation
9 2 (6.45%) Use Case
9 2 (6.45%) Validation
Programming Languages
1 10 (32.26%) SQL
2 1 (3.23%) VBA
Qualifications
1 6 (19.35%) Degree
2 1 (3.23%) CISSP
2 1 (3.23%) SAS Certification
Quality Assurance & Compliance
1 2 (6.45%) QA
2 1 (3.23%) CRD IV
2 1 (3.23%) EMIR
2 1 (3.23%) ISO/IEC 27001
2 1 (3.23%) MiFID
2 1 (3.23%) PCI DSS
Vendors
1 6 (19.35%) Microsoft
2 2 (6.45%) IBM
2 2 (6.45%) Informatica
3 1 (3.23%) SAP
3 1 (3.23%) Tableau