Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Data Quality
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 175 183 178
Rank change year-on-year +8 -5 +1
Permanent jobs citing Data Quality 38 47 64
As % of all permanent IT jobs advertised in Leeds 0.85% 0.95% 1.11%
As % of the Quality Assurance & Compliance category 5.61% 8.23% 8.31%
Number of salaries quoted 31 42 37
Leeds median annual salary £45,000 £36,000 £26,300
Median salary % change year-on-year +25.00% +36.88% -35.85%
10th Percentile £38,750 £32,500 £23,400
90th Percentile £57,500 £49,000 £60,000
West Yorkshire median annual salary £45,000 £36,000 £45,000
% change year-on-year +25.00% -20.00% +4.65%

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 677 571 770
As % of all permanent IT jobs advertised in Leeds 15.20% 11.53% 13.37%
Number of salaries quoted 553 488 620
Leeds median annual salary £44,500 £41,500 £39,250
Median salary % change year-on-year +7.23% +5.73% -1.88%
10th Percentile £25,000 £26,250 £23,450
90th Percentile £63,750 £61,250 £66,375
West Yorkshire median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 August 2018.

Salary histogram for Data Quality in Leeds

For the 6 months to 21 August 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 33 (86.84%) SQL
2 24 (63.16%) Data Modelling
3 18 (47.37%) Finance
4 16 (42.11%) Data Governance
4 16 (42.11%) Relational Database
5 14 (36.84%) Oracle ODI
5 14 (36.84%) Oracle GoldenGate
5 14 (36.84%) Data Management
5 14 (36.84%) Oracle
5 14 (36.84%) Trillium
5 14 (36.84%) IBM
5 14 (36.84%) PowerDesigner
5 14 (36.84%) ERwin
6 13 (34.21%) Logical Data Model
6 13 (34.21%) Physical Data Model
6 13 (34.21%) SAP Data Services
6 13 (34.21%) Data Cleansing
7 11 (28.95%) SQL Server Analysis Services
7 11 (28.95%) SQL Server Integration Services
7 11 (28.95%) Tableau
7 11 (28.95%) SQL Server Reporting Services
7 11 (28.95%) Quality Management
8 10 (26.32%) RDBMS
8 10 (26.32%) Analytical Skills
8 10 (26.32%) Data Transformation
8 10 (26.32%) Oracle Database
8 10 (26.32%) Analytics
9 9 (23.68%) Data Integration
9 9 (23.68%) Business Intelligence
10 8 (21.05%) Data Warehouse

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 3 (7.89%) SAS
2 2 (5.26%) Apache Spark
3 1 (2.63%) SharePoint
Applications
1 7 (18.42%) Microsoft Office
2 6 (15.79%) Microsoft Excel
3 1 (2.63%) SPSS
Cloud Services
1 1 (2.63%) Amazon AWS
Database & Business Intelligence
1 16 (42.11%) Relational Database
2 14 (36.84%) Oracle ODI
3 13 (34.21%) SAP Data Services
4 11 (28.95%) SQL Server Analysis Services
4 11 (28.95%) SQL Server Integration Services
4 11 (28.95%) SQL Server Reporting Services
5 10 (26.32%) Oracle Database
5 10 (26.32%) RDBMS
6 8 (21.05%) Data Warehouse
7 6 (15.79%) SQL Server
8 4 (10.53%) Big Data
9 3 (7.89%) Data Mining
10 2 (5.26%) Apache Hive
10 2 (5.26%) Base SAS
10 2 (5.26%) Hadoop
10 2 (5.26%) Power BI
10 2 (5.26%) SAS Enterprise Guide
11 1 (2.63%) Oracle OWB
11 1 (2.63%) SAS EBI
11 1 (2.63%) Spotfire
Development Applications
1 14 (36.84%) ERwin
1 14 (36.84%) PowerDesigner
2 1 (2.63%) ER Studio
2 1 (2.63%) JIRA
General
1 18 (47.37%) Finance
2 4 (10.53%) Financial Institution
3 2 (5.26%) Marketing
3 2 (5.26%) Retail
4 1 (2.63%) Banking
4 1 (2.63%) Pharmaceutical
Job Titles
1 17 (44.74%) Analyst
2 13 (34.21%) Data Analyst
2 13 (34.21%) Data Modeller
3 8 (21.05%) Data Manager
4 6 (15.79%) Senior Manager
5 3 (7.89%) Business Intelligence Developer
5 3 (7.89%) Developer
5 3 (7.89%) Junior
5 3 (7.89%) Junior Business Intelligence Developer
5 3 (7.89%) Junior Developer
5 3 (7.89%) Senior Business Intelligence Developer
5 3 (7.89%) Senior Developer
6 2 (5.26%) Architect
6 2 (5.26%) Data Architect
6 2 (5.26%) Data Governance Analyst
6 2 (5.26%) Data Governance Manager
6 2 (5.26%) Data Governance Specialist
6 2 (5.26%) Data Scientist
6 2 (5.26%) Governance Manager
6 2 (5.26%) SAS Analyst
Libraries, Frameworks & Software Standards
1 14 (36.84%) Oracle GoldenGate
Miscellaneous
1 10 (26.32%) Analytical Skills
2 2 (5.26%) Algorithms
2 2 (5.26%) Management Information System
3 1 (2.63%) NHS
3 1 (2.63%) PMI
3 1 (2.63%) Self-Motivation
Operating Systems
1 2 (5.26%) Linux
1 2 (5.26%) Red Hat Enterprise Linux
Processes & Methodologies
1 24 (63.16%) Data Modelling
2 16 (42.11%) Data Governance
3 14 (36.84%) Data Management
4 13 (34.21%) Data Cleansing
4 13 (34.21%) Logical Data Model
4 13 (34.21%) Physical Data Model
5 11 (28.95%) Quality Management
6 10 (26.32%) Analytics
6 10 (26.32%) Data Transformation
7 9 (23.68%) Business Intelligence
7 9 (23.68%) Data Integration
8 8 (21.05%) Change Management
8 8 (21.05%) Visualisation
9 7 (18.42%) ETL
10 6 (15.79%) Business Change Management
10 6 (15.79%) CRM
10 6 (15.79%) Data Analytics
10 6 (15.79%) Data Visualisation
10 6 (15.79%) Database Theory
10 6 (15.79%) Relational Database Theory
Programming Languages
1 33 (86.84%) SQL
2 3 (7.89%) T-SQL
3 2 (5.26%) Java
3 2 (5.26%) Python
3 2 (5.26%) R
4 1 (2.63%) VBA
Qualifications
1 1 (2.63%) Degree
1 1 (2.63%) PMI Certification
Quality Assurance & Compliance
1 1 (2.63%) SLA
Vendors
1 14 (36.84%) IBM
1 14 (36.84%) Oracle
1 14 (36.84%) Trillium
2 11 (28.95%) Tableau
3 6 (15.79%) Cognos
4 4 (10.53%) Microsoft
5 2 (5.26%) Red Hat
6 1 (2.63%) Capita
6 1 (2.63%) SmartCo