Period
to 26 May 2019

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 26 May 2019 with a comparison to the same period in the previous 2 years.

Data Quality
6 months to
26 May 2019
Same period 2018 Same period 2017
Rank 138 186 192
Rank change year-on-year +48 +6 -41
Permanent jobs citing Data Quality 36 37 44
As % of all permanent IT jobs advertised in Leeds 1.15% 0.77% 0.87%
As % of the Quality Assurance & Compliance category 11.80% 6.04% 8.26%
Number of salaries quoted 29 27 40
Leeds median annual salary £41,500 £45,000 £35,000
Median salary % change year-on-year -7.78% +28.57% -22.22%
10th Percentile £32,500 £37,500 £32,500
90th Percentile £53,750 £60,600 £44,550
West Yorkshire median annual salary £42,500 £45,000 £35,750
% change year-on-year -5.56% +25.87% -20.56%

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 305 613 533
As % of all permanent IT jobs advertised in Leeds 9.78% 12.81% 10.48%
Number of salaries quoted 253 490 448
Leeds median annual salary £43,500 £45,000 £37,500
Median salary % change year-on-year -3.33% +20.00% -6.25%
10th Percentile £23,750 £21,250 £22,500
90th Percentile £63,750 £60,060 £57,500
West Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 26 May 2019.

Salary histogram for Data Quality in Leeds

For the 6 months to 26 May 2019, IT jobs citing Data Quality also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Leeds region with a requirement for Data Quality.

1 22 (61.11%) SQL
2 21 (58.33%) Business Intelligence
3 19 (52.78%) SQL Server Reporting Services
4 18 (50.00%) SQL Server Integration Services
5 16 (44.44%) Data Warehouse
6 14 (38.89%) SQL Server
6 14 (38.89%) Data Architecture
7 13 (36.11%) SQL Server Analysis Services
7 13 (36.11%) T-SQL
7 13 (36.11%) ETL
8 11 (30.56%) Microsoft
8 11 (30.56%) Finance
9 10 (27.78%) Data Management
10 9 (25.00%) Migration
10 9 (25.00%) Tableau
11 8 (22.22%) Visualisation
11 8 (22.22%) Data Integration
11 8 (22.22%) Data Modelling
12 7 (19.44%) Microsoft Office
12 7 (19.44%) Change Management
12 7 (19.44%) Agile Software Development
12 7 (19.44%) Data Governance
12 7 (19.44%) Data Visualisation
12 7 (19.44%) Analytical Skills
12 7 (19.44%) Data Strategy
12 7 (19.44%) Problem-Solving
13 6 (16.67%) Performance Tuning
13 6 (16.67%) Metadata Management
13 6 (16.67%) Management Information System
13 6 (16.67%) Quality Management

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 2 (5.56%) SharePoint
2 1 (2.78%) Smallworld
Applications
1 7 (19.44%) Microsoft Office
2 4 (11.11%) Microsoft Excel
3 2 (5.56%) MS Visio
4 1 (2.78%) Microsoft PowerPoint
Business Applications
1 2 (5.56%) SAP MDG
Cloud Services
1 5 (13.89%) Power Platform
2 1 (2.78%) Amazon AWS
2 1 (2.78%) Cloud Computing
2 1 (2.78%) Microsoft Azure
Database & Business Intelligence
1 19 (52.78%) SQL Server Reporting Services
2 18 (50.00%) SQL Server Integration Services
3 16 (44.44%) Data Warehouse
4 14 (38.89%) SQL Server
5 13 (36.11%) SQL Server Analysis Services
6 5 (13.89%) Big Data
6 5 (13.89%) OLAP
6 5 (13.89%) OLTP
6 5 (13.89%) Power BI
7 3 (8.33%) Data Mining
7 3 (8.33%) DTS
7 3 (8.33%) SQL Server 2008
7 3 (8.33%) SQL Server 2012
8 2 (5.56%) MOLAP
8 2 (5.56%) NoSQL
8 2 (5.56%) Relational Database
8 2 (5.56%) ROLAP
8 2 (5.56%) Star Schema
9 1 (2.78%) Crystal Reports
9 1 (2.78%) IBM InfoSphere
Development Applications
1 1 (2.78%) JIRA
1 1 (2.78%) Team Foundation Server
General
1 11 (30.56%) Finance
2 5 (13.89%) Banking
2 5 (13.89%) Retail Banking
3 3 (8.33%) Marketing
4 1 (2.78%) Manufacturing
4 1 (2.78%) Pharmaceutical
4 1 (2.78%) Retail
Job Titles
1 17 (47.22%) Developer
2 11 (30.56%) Business Intelligence Developer
3 9 (25.00%) Analyst
4 7 (19.44%) Data Analyst
5 5 (13.89%) Architect
5 5 (13.89%) Business Developer
5 5 (13.89%) SQL Developer
6 3 (8.33%) Business Intelligence Lead
6 3 (8.33%) Data Architect
6 3 (8.33%) Data Scientist
6 3 (8.33%) Senior Business Intelligence Developer
6 3 (8.33%) Senior Developer
6 3 (8.33%) SQL BI Developer
6 3 (8.33%) SSIS Developer
7 2 (5.56%) Analyst Developer
7 2 (5.56%) Business Intelligence Architect
7 2 (5.56%) Lead Architect
7 2 (5.56%) SQL Server BI Developer
7 2 (5.56%) SQL Server Developer
7 2 (5.56%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 5 (13.89%) MDX
2 4 (11.11%) .NET
Miscellaneous
1 7 (19.44%) Analytical Skills
2 6 (16.67%) Management Information System
3 5 (13.89%) NHS
4 3 (8.33%) Algorithms
5 1 (2.78%) Data Structures
5 1 (2.78%) Driving Licence
5 1 (2.78%) Fibre Optics
5 1 (2.78%) Reference Data
5 1 (2.78%) Self-Motivation
Processes & Methodologies
1 21 (58.33%) Business Intelligence
2 14 (38.89%) Data Architecture
3 13 (36.11%) ETL
4 10 (27.78%) Data Management
5 9 (25.00%) Migration
6 8 (22.22%) Data Integration
6 8 (22.22%) Data Modelling
6 8 (22.22%) Visualisation
7 7 (19.44%) Agile Software Development
7 7 (19.44%) Change Management
7 7 (19.44%) Data Governance
7 7 (19.44%) Data Strategy
7 7 (19.44%) Data Visualisation
7 7 (19.44%) Problem-Solving
8 6 (16.67%) Metadata Management
8 6 (16.67%) Performance Tuning
8 6 (16.67%) Quality Management
9 5 (13.89%) Analytics
9 5 (13.89%) Business Change Management
9 5 (13.89%) Dimensional Modelling
Programming Languages
1 22 (61.11%) SQL
2 13 (36.11%) T-SQL
3 4 (11.11%) VB.NET
4 3 (8.33%) Python
4 3 (8.33%) R
5 2 (5.56%) C#
6 1 (2.78%) VBA
Qualifications
1 4 (11.11%) Degree
1 4 (11.11%) Microsoft Certification
2 2 (5.56%) MCSE
3 1 (2.78%) Computer Science Degree
3 1 (2.78%) MCSA
Vendors
1 11 (30.56%) Microsoft
2 9 (25.00%) Tableau
3 5 (13.89%) Cognos
4 2 (5.56%) SAP
5 1 (2.78%) Google
5 1 (2.78%) IBM
5 1 (2.78%) Informatica