Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 198 201 199
Rank change year-on-year +3 -2 +50
Permanent jobs citing Data Quality 29 31 75
As % of all permanent IT jobs advertised in Leeds 0.58% 0.57% 1.08%
As % of the Quality Assurance & Compliance category 5.49% 4.57% 9.39%
Number of salaries quoted 23 26 55
Leeds median annual salary £36,742 £25,650 £47,000
Median salary % change year-on-year +43.24% -45.43% +7.43%
10th Percentile £29,554 £23,250 £28,200
90th Percentile £49,600 £46,875 £57,500
West Yorkshire median annual salary £36,871 £38,000 £47,000
% change year-on-year -2.97% -19.15% -6.00%

Data Quality is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Leeds
Permanent vacancies with a requirement for quality assurance or compliance skills 528 679 799
As % of all permanent IT jobs advertised in Leeds 10.60% 12.58% 11.53%
Number of salaries quoted 440 578 612
Leeds median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +12.68%
10th Percentile £26,250 £22,750 £24,750
90th Percentile £63,850 £65,000 £60,000
West Yorkshire median annual salary £41,500 £42,500 £40,000
% change year-on-year -2.35% +6.25% +9.59%

Data Quality
Job Vacancy Trend in Leeds

Job postings citing Data Quality as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Quality in Leeds

Data Quality
Salary Trend in Leeds

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

Salary trend for Data Quality in Leeds

Data Quality
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Quality in Leeds over the 6 months to 21 November 2017.

Salary histogram for Data Quality in Leeds

For the 6 months to 21 November 2017, 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 Leeds region with a requirement for Data Quality.

1 16 (55.17%) Microsoft
2 15 (51.72%) Finance
3 14 (48.28%) Business Intelligence
3 14 (48.28%) SQL Server
4 13 (44.83%) SQL
5 12 (41.38%) Oracle
6 11 (37.93%) Data Warehouse
7 10 (34.48%) Analytical Skills
8 9 (31.03%) Management Information System
9 7 (24.14%) Information Security
9 7 (24.14%) Data Management
9 7 (24.14%) Quality Management
9 7 (24.14%) SAS
10 6 (20.69%) PL/SQL
10 6 (20.69%) VB
10 6 (20.69%) Business Analysis
10 6 (20.69%) Degree
11 5 (17.24%) Mathematics
11 5 (17.24%) SQL Server Reporting Services
11 5 (17.24%) SQL Server Integration Services
11 5 (17.24%) SQL Server Analysis Services
11 5 (17.24%) OpenUP
11 5 (17.24%) VBA
11 5 (17.24%) MS Access
11 5 (17.24%) BusinessObjects
11 5 (17.24%) NHS
12 4 (13.79%) Agile Software Development
12 4 (13.79%) Project Management
12 4 (13.79%) Information Security Management
12 4 (13.79%) Data Security

Data Quality
Co-occurring IT Skills in Leeds 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 7 (24.14%) SAS
2 1 (3.45%) MS Exchange
2 1 (3.45%) SharePoint
Applications
1 3 (10.34%) Microsoft Office
2 1 (3.45%) Microsoft Excel
Business Applications
1 2 (6.90%) SAP PLM
2 1 (3.45%) Dynamics CRM
2 1 (3.45%) Dynamics GP
Cloud Services
1 1 (3.45%) CallidusCloud
Communications & Networking
1 4 (13.79%) Internet
Database & Business Intelligence
1 14 (48.28%) SQL Server
2 11 (37.93%) Data Warehouse
3 5 (17.24%) BusinessObjects
3 5 (17.24%) MS Access
3 5 (17.24%) SQL Server Analysis Services
3 5 (17.24%) SQL Server Integration Services
3 5 (17.24%) SQL Server Reporting Services
4 4 (13.79%) MySQL
5 3 (10.34%) QlikView
6 2 (6.90%) Crystal Reports
6 2 (6.90%) DB2
6 2 (6.90%) Microsoft Analysis Services
6 2 (6.90%) Oracle ODI
6 2 (6.90%) Relational Database
7 1 (3.45%) BusinessObjects Web Intelligence
7 1 (3.45%) BusinessObjects XI
7 1 (3.45%) Data Mining
7 1 (3.45%) Oracle Reports
7 1 (3.45%) RDBMS
7 1 (3.45%) Spotfire
Development Applications
1 2 (6.90%) Team Foundation Server
2 1 (3.45%) Oracle APEX
General
1 15 (51.72%) Finance
2 4 (13.79%) Telecoms
3 2 (6.90%) Retail
4 1 (3.45%) Billing
4 1 (3.45%) Legal
4 1 (3.45%) Pharmaceutical
Job Titles
1 14 (48.28%) Analyst
2 8 (27.59%) Data Analyst
3 5 (17.24%) Data Manager
4 4 (13.79%) Business Data Analyst
4 4 (13.79%) Business Intelligence Developer
4 4 (13.79%) Developer
4 4 (13.79%) Security Analyst
4 4 (13.79%) Senior Analyst
4 4 (13.79%) Senior Security Analyst
4 4 (13.79%) SQL Analyst
4 4 (13.79%) SQL Data Analyst
4 4 (13.79%) SQL Server Analyst
5 2 (6.90%) Data Modeller
5 2 (6.90%) Senior Business Intelligence Developer
5 2 (6.90%) Senior Developer
6 1 (3.45%) Administrator
6 1 (3.45%) Business Analyst
6 1 (3.45%) Business Developer
6 1 (3.45%) Data Analytics Manager
6 1 (3.45%) Senior Manager
Libraries, Frameworks & Software Standards
1 1 (3.45%) MDX
1 1 (3.45%) Web Services
Miscellaneous
1 10 (34.48%) Analytical Skills
2 9 (31.03%) Management Information System
3 5 (17.24%) NHS
4 1 (3.45%) Data Structures
4 1 (3.45%) Reference Data
Operating Systems
1 1 (3.45%) Linux
1 1 (3.45%) Unix
Processes & Methodologies
1 14 (48.28%) Business Intelligence
2 7 (24.14%) Data Management
2 7 (24.14%) Information Security
2 7 (24.14%) Quality Management
3 6 (20.69%) Business Analysis
4 5 (17.24%) Mathematics
4 5 (17.24%) OpenUP
5 4 (13.79%) Agile Software Development
5 4 (13.79%) Analytics
5 4 (13.79%) Data Security
5 4 (13.79%) Information Governance
5 4 (13.79%) Information Security Management
5 4 (13.79%) ISMS
5 4 (13.79%) Project Management
5 4 (13.79%) Security Management
6 3 (10.34%) Data Analysis
6 3 (10.34%) Data Modelling
6 3 (10.34%) ETL
6 3 (10.34%) Mentoring
7 2 (6.90%) Information Management
Programming Languages
1 13 (44.83%) SQL
2 6 (20.69%) PL/SQL
2 6 (20.69%) VB
3 5 (17.24%) VBA
4 4 (13.79%) T-SQL
5 1 (3.45%) MATLAB
5 1 (3.45%) R
5 1 (3.45%) Shell Script
5 1 (3.45%) VBScript
Qualifications
1 6 (20.69%) Degree
Quality Assurance & Compliance
1 1 (3.45%) ISO/IEC 27001
1 1 (3.45%) SLA
Systems Management
1 2 (6.90%) Oracle EDQ
Vendors
1 16 (55.17%) Microsoft
2 12 (41.38%) Oracle
3 4 (13.79%) LogRhythm
3 4 (13.79%) SAP
4 1 (3.45%) Apple
4 1 (3.45%) Callidus
4 1 (3.45%) Cognos
4 1 (3.45%) Informatica
4 1 (3.45%) Tableau