Period
to 23 May 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 23 May 2018 with a comparison to the same period in the previous 2 years.

Data Quality
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 186 184 144
Rank change year-on-year -2 -40 +37
Permanent jobs citing Data Quality 36 44 115
As % of all permanent IT jobs advertised in Leeds 0.76% 0.87% 1.80%
As % of the Quality Assurance & Compliance category 5.97% 8.24% 13.56%
Number of salaries quoted 26 40 56
Leeds median annual salary £45,000 £35,000 £45,000
Median salary % change year-on-year +28.57% -22.22% +20.00%
10th Percentile £37,500 £32,500 £25,250
90th Percentile £60,600 £44,550 £60,625
West Yorkshire median annual salary £45,000 £35,750 £45,000
% change year-on-year +25.87% -20.56% +20.00%

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 603 534 848
As % of all permanent IT jobs advertised in Leeds 12.78% 10.58% 13.28%
Number of salaries quoted 484 450 660
Leeds median annual salary £45,000 £37,500 £40,000
Median salary % change year-on-year +20.00% -6.25% +6.67%
10th Percentile £21,250 £22,500 £23,500
90th Percentile £60,000 £57,500 £63,750
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 23 May 2018.

Salary histogram for Data Quality in Leeds

For the 6 months to 23 May 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 24 (66.67%) SQL
2 15 (41.67%) Data Modelling
2 15 (41.67%) Change Management
3 14 (38.89%) Finance
4 13 (36.11%) Analytical Skills
5 12 (33.33%) Tableau
6 11 (30.56%) SQL Server
7 10 (27.78%) Microsoft Office
7 10 (27.78%) Oracle
7 10 (27.78%) CRM
7 10 (27.78%) Data Warehouse
7 10 (27.78%) Relational Database
7 10 (27.78%) SQL Server Reporting Services
7 10 (27.78%) Business Change Management
8 9 (25.00%) Data Management
8 9 (25.00%) Data Cleansing
8 9 (25.00%) Oracle ODI
8 9 (25.00%) Data Governance
8 9 (25.00%) Cognos
9 8 (22.22%) Microsoft Excel
9 8 (22.22%) SQL Server Integration Services
10 7 (19.44%) SQL Server Analysis Services
10 7 (19.44%) Analytics
10 7 (19.44%) ETL
10 7 (19.44%) IBM
10 7 (19.44%) Trillium
10 7 (19.44%) PowerDesigner
10 7 (19.44%) ERwin
10 7 (19.44%) Oracle GoldenGate
11 6 (16.67%) Logical Data Model

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 (8.33%) Apache Spark
1 3 (8.33%) SAS
2 2 (5.56%) Oracle SOA Suite
3 1 (2.78%) SharePoint
Applications
1 10 (27.78%) Microsoft Office
2 8 (22.22%) Microsoft Excel
3 2 (5.56%) SPSS
Business Applications
1 1 (2.78%) SAP PLM
Cloud Services
1 2 (5.56%) Amazon AWS
Database & Business Intelligence
1 11 (30.56%) SQL Server
2 10 (27.78%) Data Warehouse
2 10 (27.78%) Relational Database
2 10 (27.78%) SQL Server Reporting Services
3 9 (25.00%) Oracle ODI
4 8 (22.22%) SQL Server Integration Services
5 7 (19.44%) SQL Server Analysis Services
6 6 (16.67%) SAP Data Services
7 4 (11.11%) Oracle Database
7 4 (11.11%) RDBMS
8 3 (8.33%) Apache Hive
8 3 (8.33%) Big Data
8 3 (8.33%) Hadoop
9 2 (5.56%) BusinessObjects
9 2 (5.56%) BusinessObjects Business Intelligence
9 2 (5.56%) QlikView
9 2 (5.56%) Spotfire
10 1 (2.78%) Oracle OWB
10 1 (2.78%) SAS EBI
10 1 (2.78%) SQL Server 2016
Development Applications
1 7 (19.44%) ERwin
1 7 (19.44%) PowerDesigner
2 2 (5.56%) Oracle Forms
3 1 (2.78%) ER Studio
3 1 (2.78%) JIRA
3 1 (2.78%) Team Foundation Server
General
1 14 (38.89%) Finance
2 3 (8.33%) Financial Institution
3 2 (5.56%) Banking
4 1 (2.78%) Law
4 1 (2.78%) Pharmaceutical
4 1 (2.78%) Retail
Job Titles
1 12 (33.33%) Analyst
1 12 (33.33%) Data Manager
2 7 (19.44%) Data Modeller
3 6 (16.67%) Data Analyst
3 6 (16.67%) Senior Manager
4 5 (13.89%) Designer
5 4 (11.11%) Solutions Analyst
5 4 (11.11%) Solutions Designer
6 3 (8.33%) Architect
6 3 (8.33%) Data Architect
7 2 (5.56%) Business Analyst
7 2 (5.56%) Business Consultant
7 2 (5.56%) Business Intelligence Consultant
7 2 (5.56%) Consultant
7 2 (5.56%) Data Consultant
7 2 (5.56%) Data Governance Manager
7 2 (5.56%) Developer
7 2 (5.56%) Process Analyst
7 2 (5.56%) Technical Analyst
7 2 (5.56%) Technical Designer
Libraries, Frameworks & Software Standards
1 7 (19.44%) Oracle GoldenGate
Miscellaneous
1 13 (36.11%) Analytical Skills
2 4 (11.11%) User Experience
3 3 (8.33%) Management Information System
4 2 (5.56%) PMI
4 2 (5.56%) Self-Motivation
5 1 (2.78%) NHS
Operating Systems
1 3 (8.33%) Linux
1 3 (8.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 15 (41.67%) Change Management
1 15 (41.67%) Data Modelling
2 10 (27.78%) Business Change Management
2 10 (27.78%) CRM
3 9 (25.00%) Data Cleansing
3 9 (25.00%) Data Governance
3 9 (25.00%) Data Management
4 7 (19.44%) Analytics
4 7 (19.44%) ETL
5 6 (16.67%) Agile Software Development
5 6 (16.67%) Business Intelligence
5 6 (16.67%) Data Analytics
5 6 (16.67%) Data Integration
5 6 (16.67%) Data Migration
5 6 (16.67%) Database Theory
5 6 (16.67%) GAP Analysis
5 6 (16.67%) Logical Data Model
5 6 (16.67%) Migration
5 6 (16.67%) Physical Data Model
5 6 (16.67%) Relational Database Theory
Programming Languages
1 24 (66.67%) SQL
2 6 (16.67%) Java
3 1 (2.78%) T-SQL
Qualifications
1 2 (5.56%) APMP
1 2 (5.56%) PMI Certification
Quality Assurance & Compliance
1 5 (13.89%) QA
Vendors
1 12 (33.33%) Tableau
2 10 (27.78%) Oracle
3 9 (25.00%) Cognos
4 7 (19.44%) IBM
4 7 (19.44%) Trillium
5 5 (13.89%) Capita
6 3 (8.33%) Microsoft
6 3 (8.33%) Red Hat
7 1 (2.78%) SAP