Period
to 18 February 2018

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 18 February 2018 with a comparison to the same period in the previous 2 years.

Data Quality
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 189 212 158
Rank change year-on-year +23 -54 +81
Permanent jobs citing Data Quality 25 26 114
As % of all permanent IT jobs advertised in Leeds 0.51% 0.49% 1.67%
As % of the Quality Assurance & Compliance category 4.86% 4.41% 13.72%
Number of salaries quoted 17 22 60
Leeds median annual salary £40,000 £35,000 £41,250
Median salary % change year-on-year +14.29% -15.15% +8.55%
10th Percentile £32,500 £30,088 £26,475
90th Percentile £57,240 £48,925 £49,500
West Yorkshire median annual salary £37,500 £40,000 £40,000
% change year-on-year -6.25% - -11.11%

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 514 589 831
As % of all permanent IT jobs advertised in Leeds 10.50% 11.13% 12.14%
Number of salaries quoted 416 492 643
Leeds median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +6.67%
10th Percentile £29,000 £21,000 £23,250
90th Percentile £64,375 £62,375 £60,000
West Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 18 February 2018.

Salary histogram for Data Quality in Leeds

For the 6 months to 18 February 2018, 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 10 (40.00%) SQL
1 10 (40.00%) Business Intelligence
2 8 (32.00%) SQL Server
3 7 (28.00%) Data Modelling
3 7 (28.00%) SAS
3 7 (28.00%) Change Management
3 7 (28.00%) Agile Software Development
3 7 (28.00%) Data Management
3 7 (28.00%) Analytical Skills
4 6 (24.00%) Tableau
4 6 (24.00%) SQL Server Reporting Services
4 6 (24.00%) Data Migration
4 6 (24.00%) Migration
4 6 (24.00%) GAP Analysis
4 6 (24.00%) Finance
4 6 (24.00%) Microsoft
5 5 (20.00%) BusinessObjects
5 5 (20.00%) Oracle
5 5 (20.00%) SAP
5 5 (20.00%) QA
5 5 (20.00%) Analytics
6 4 (16.00%) Master Data Management
6 4 (16.00%) Data Analytics
6 4 (16.00%) Visualisation
6 4 (16.00%) Oracle ODI
6 4 (16.00%) User Experience
6 4 (16.00%) Data Architecture
6 4 (16.00%) Capita
6 4 (16.00%) SQL Server Integration Services
6 4 (16.00%) Java

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 (28.00%) SAS
2 2 (8.00%) Oracle SOA Suite
3 1 (4.00%) Apache Spark
Applications
1 3 (12.00%) Microsoft Office
2 2 (8.00%) Microsoft Excel
2 2 (8.00%) SPSS
Business Applications
1 3 (12.00%) SAP PLM
Cloud Services
1 1 (4.00%) Amazon AWS
Database & Business Intelligence
1 8 (32.00%) SQL Server
2 6 (24.00%) SQL Server Reporting Services
3 5 (20.00%) BusinessObjects
4 4 (16.00%) Data Warehouse
4 4 (16.00%) Oracle ODI
4 4 (16.00%) SQL Server Integration Services
5 3 (12.00%) SQL Server Analysis Services
6 2 (8.00%) BusinessObjects Business Intelligence
6 2 (8.00%) Crystal Reports
6 2 (8.00%) QlikView
6 2 (8.00%) Spotfire
7 1 (4.00%) Apache Hive
7 1 (4.00%) Big Data
7 1 (4.00%) BusinessObjects Web Intelligence
7 1 (4.00%) Data Mining
7 1 (4.00%) MS Access
7 1 (4.00%) Relational Database
7 1 (4.00%) SAS EBI
7 1 (4.00%) SQL Server 2012
7 1 (4.00%) SQL Server 2016
Development Applications
1 2 (8.00%) Oracle Forms
2 1 (4.00%) Team Foundation Server
General
1 6 (24.00%) Finance
2 3 (12.00%) Retail
3 2 (8.00%) Banking
4 1 (4.00%) Law
Job Titles
1 7 (28.00%) Analyst
2 6 (24.00%) Data Manager
3 5 (20.00%) Designer
3 5 (20.00%) Developer
4 4 (16.00%) Business Intelligence Developer
4 4 (16.00%) Solutions Analyst
4 4 (16.00%) Solutions Designer
5 3 (12.00%) Senior Business Intelligence Developer
5 3 (12.00%) Senior Developer
6 2 (8.00%) Analytics Consultant
6 2 (8.00%) Business Analyst
6 2 (8.00%) Business Consultant
6 2 (8.00%) Business Intelligence Consultant
6 2 (8.00%) Consultant
6 2 (8.00%) Data Analytics Consultant
6 2 (8.00%) Data Consultant
6 2 (8.00%) Process Analyst
6 2 (8.00%) Technical Analyst
6 2 (8.00%) Technical Designer
7 1 (4.00%) Report Developer
Libraries, Frameworks & Software Standards
1 1 (4.00%) MDX
Miscellaneous
1 7 (28.00%) Analytical Skills
2 4 (16.00%) User Experience
3 3 (12.00%) Management Information System
4 2 (8.00%) NHS
4 2 (8.00%) PMI
Operating Systems
1 1 (4.00%) Linux
1 1 (4.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 10 (40.00%) Business Intelligence
2 7 (28.00%) Agile Software Development
2 7 (28.00%) Change Management
2 7 (28.00%) Data Management
2 7 (28.00%) Data Modelling
3 6 (24.00%) Data Migration
3 6 (24.00%) GAP Analysis
3 6 (24.00%) Migration
4 5 (20.00%) Analytics
5 4 (16.00%) Business Change Management
5 4 (16.00%) CRM
5 4 (16.00%) Data Analytics
5 4 (16.00%) Data Architecture
5 4 (16.00%) Master Data Management
5 4 (16.00%) Visualisation
6 3 (12.00%) Data Security
6 3 (12.00%) DSDM
6 3 (12.00%) Project Management
6 3 (12.00%) RUP
6 3 (12.00%) Validation
Programming Languages
1 10 (40.00%) SQL
2 4 (16.00%) Java
3 3 (12.00%) T-SQL
Qualifications
1 2 (8.00%) APMP
1 2 (8.00%) PMI Certification
Quality Assurance & Compliance
1 5 (20.00%) QA
Systems Management
1 2 (8.00%) Oracle EDQ
Vendors
1 6 (24.00%) Microsoft
1 6 (24.00%) Tableau
2 5 (20.00%) Oracle
2 5 (20.00%) SAP
3 4 (16.00%) Capita
4 3 (12.00%) Cognos
5 1 (4.00%) Red Hat