Period
to 7 April 2020

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 7 April 2020 with a comparison to the same period in the previous 2 years.

Data Quality
6 months to
7 Apr 2020
Same period 2019 Same period 2018
Rank 131 158 201
Rank change year-on-year +27 +43 -6
Permanent jobs citing Data Quality 29 25 29
As % of all permanent jobs advertised in Leeds 0.99% 0.77% 0.56%
As % of the Quality Assurance & Compliance category 10.55% 6.63% 4.87%
Number of salaries quoted 28 23 21
Median annual salary £39,092 £50,000 £40,000
Median salary % change year-on-year -21.82% +25.00% +14.29%
10th Percentile £24,000 £35,125 £32,750
90th Percentile £59,678 £62,500 £60,600
West Yorkshire median annual salary £49,000 £42,500 £40,000
% change year-on-year +15.29% +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 275 377 595
As % of all permanent IT jobs advertised in Leeds 9.42% 11.55% 11.41%
Number of salaries quoted 234 306 462
Median annual salary £42,500 £43,500 £44,875
Median salary % change year-on-year -2.30% -3.06% +19.67%
10th Percentile £24,000 £22,500 £25,000
90th Percentile £67,500 £63,354 £62,500
West Yorkshire median annual salary £42,500 £42,500 £42,500

Data Quality
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Quality in Leeds

Data Quality
Salary Trend in Leeds

3-month moving average salary quoted in jobs citing Data Quality in Leeds.

Salary trend for Data Quality in Leeds

Data Quality
Salary Histogram in Leeds

Salary distribution for jobs citing Data Quality in Leeds over the 6 months to 7 April 2020.

Salary histogram for Data Quality in Leeds

For the 6 months to 7 April 2020, 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 19 (65.52%) Finance
1 19 (65.52%) Data Management
2 15 (51.72%) Data Governance
3 14 (48.28%) Data Protection
4 12 (41.38%) Regulatory Compliance
4 12 (41.38%) SQL
5 11 (37.93%) Analytics
6 9 (31.03%) Risk Management
6 9 (31.03%) Banking
6 9 (31.03%) Agile Software Development
6 9 (31.03%) Python
7 8 (27.59%) Business Intelligence
8 7 (24.14%) T-SQL
8 7 (24.14%) Tableau
9 6 (20.69%) ETL
9 6 (20.69%) Microsoft Excel
9 6 (20.69%) Data Warehouse
9 6 (20.69%) Microsoft
9 6 (20.69%) Data Analysis
10 5 (17.24%) Data Modelling
10 5 (17.24%) SAS
10 5 (17.24%) Java
10 5 (17.24%) Web Services
10 5 (17.24%) AWS
10 5 (17.24%) Visualisation
11 4 (13.79%) Amazon EC2
11 4 (13.79%) Confluence
11 4 (13.79%) Scala
11 4 (13.79%) Data Cleansing
11 4 (13.79%) Data Integration

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 5 (17.24%) SAS
2 4 (13.79%) Confluence
3 2 (6.90%) PowerExchange
4 1 (3.45%) Oracle Workflow
Applications
1 6 (20.69%) Microsoft Excel
2 3 (10.34%) Microsoft PowerPoint
Cloud Services
1 5 (17.24%) AWS
2 4 (13.79%) Amazon EC2
2 4 (13.79%) Amazon Kinesis
2 4 (13.79%) Amazon SageMaker
3 3 (10.34%) Power Platform
4 2 (6.90%) Dynamics 365
4 2 (6.90%) SaaS
Communications & Networking
1 2 (6.90%) Internet
Database & Business Intelligence
1 6 (20.69%) Data Warehouse
2 4 (13.79%) Amazon Athena
2 4 (13.79%) Amazon Aurora
2 4 (13.79%) Amazon RDS
2 4 (13.79%) Data Lake
2 4 (13.79%) Pentaho
2 4 (13.79%) Snowflake Schema
3 3 (10.34%) BusinessObjects
3 3 (10.34%) Power BI
3 3 (10.34%) Relational Database
3 3 (10.34%) SQL Server
3 3 (10.34%) SQL Server Analysis Services
3 3 (10.34%) SQL Server Integration Services
4 2 (6.90%) Looker
4 2 (6.90%) PowerCenter
4 2 (6.90%) QlikView
4 2 (6.90%) SQL Server Reporting Services
5 1 (3.45%) SQL Server 2008
5 1 (3.45%) SQL Server 2012
5 1 (3.45%) SQL Server 2016
Development Applications
1 4 (13.79%) Bitbucket
1 4 (13.79%) JIRA
2 1 (3.45%) GitLab
General
1 19 (65.52%) Finance
2 9 (31.03%) Banking
3 2 (6.90%) Digital Economy
4 1 (3.45%) Retail
Job Titles
1 10 (34.48%) Analyst
2 6 (20.69%) Senior Analyst
3 5 (17.24%) Consultant
3 5 (17.24%) Data Consultant
3 5 (17.24%) Data Manager
3 5 (17.24%) Developer
4 4 (13.79%) Business Analyst
4 4 (13.79%) Data Business Analyst
4 4 (13.79%) Senior Business Analyst
5 3 (10.34%) Analytics Manager
5 3 (10.34%) AWS Developer
5 3 (10.34%) Business Intelligence Analyst
5 3 (10.34%) Data Analyst
5 3 (10.34%) Data Analytics Manager
5 3 (10.34%) ETL Developer
6 2 (6.90%) Data Governance Analyst
6 2 (6.90%) Governance Manager
6 2 (6.90%) Infrastructure Operations Engineer
6 2 (6.90%) Operations Engineer
6 2 (6.90%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 5 (17.24%) Web Services
2 1 (3.45%) LDAP
2 1 (3.45%) OAuth
2 1 (3.45%) OpenID
2 1 (3.45%) SailPoint
2 1 (3.45%) SAML
2 1 (3.45%) XML
Miscellaneous
1 4 (13.79%) Analytical Skills
2 3 (10.34%) Management Information System
3 2 (6.90%) Data Protection Act
3 2 (6.90%) Tandem
Operating Systems
1 2 (6.90%) Unix
Processes & Methodologies
1 19 (65.52%) Data Management
2 15 (51.72%) Data Governance
3 14 (48.28%) Data Protection
4 12 (41.38%) Regulatory Compliance
5 11 (37.93%) Analytics
6 9 (31.03%) Agile Software Development
6 9 (31.03%) Risk Management
7 8 (27.59%) Business Intelligence
8 6 (20.69%) Data Analysis
8 6 (20.69%) ETL
9 5 (17.24%) Data Modelling
9 5 (17.24%) Visualisation
10 4 (13.79%) Business Analysis
10 4 (13.79%) Change Data Capture
10 4 (13.79%) Coaching
10 4 (13.79%) Data Cleansing
10 4 (13.79%) Data Integration
10 4 (13.79%) Data Transformation
10 4 (13.79%) Mentoring
10 4 (13.79%) Project Management
Programming Languages
1 12 (41.38%) SQL
2 9 (31.03%) Python
3 7 (24.14%) T-SQL
4 5 (17.24%) Java
5 4 (13.79%) C#
5 4 (13.79%) JavaScript
5 4 (13.79%) Ruby
5 4 (13.79%) Scala
6 2 (6.90%) Bash Shell
6 2 (6.90%) Korn
Qualifications
1 1 (3.45%) SC Cleared
1 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 3 (10.34%) QA
System Software
1 1 (3.45%) Active Directory
1 1 (3.45%) NDS
1 1 (3.45%) NetIQ eDirectory
Systems Management
1 1 (3.45%) NetIQ Identity Manager
1 1 (3.45%) Oracle Identity Manager
1 1 (3.45%) Tivoli
1 1 (3.45%) Tivoli Identity Manager
Vendors
1 7 (24.14%) Tableau
2 6 (20.69%) Microsoft
3 2 (6.90%) Informatica
4 1 (3.45%) ForgeRock
4 1 (3.45%) IBM
4 1 (3.45%) NetIQ
4 1 (3.45%) Novell
4 1 (3.45%) Okta
4 1 (3.45%) Oracle
4 1 (3.45%) Ping Identity