Period
to 30 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 30 May 2020 with a comparison to the same period in the previous 2 years.

Data Quality
England > Yorkshire
6 months to
30 May 2020
Same period 2019 Same period 2018
Rank 169 234 231
Rank change year-on-year +65 -3 +32
Permanent jobs citing Data Quality 29 72 75
As % of all permanent jobs advertised in Yorkshire 0.64% 0.96% 0.78%
As % of the Quality Assurance & Compliance category 5.74% 6.04% 5.90%
Number of salaries quoted 28 51 59
Median annual salary £55,000 £42,500 £45,000
Median salary % change year-on-year +29.41% -5.56% +28.57%
10th Percentile £27,000 £33,000 £27,500
90th Percentile £86,125 £52,500 £57,500
England median annual salary £62,605 £57,500 £52,500
% change year-on-year +8.88% +9.52% +10.53%

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 Yorkshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Yorkshire
Permanent vacancies with a requirement for quality assurance or compliance skills 505 1,193 1,272
As % of all permanent IT jobs advertised in Yorkshire 11.15% 15.93% 13.23%
Number of salaries quoted 423 769 1,022
Median annual salary £45,000 £41,500 £42,000
Median salary % change year-on-year +8.43% -1.19% +12.00%
10th Percentile £26,250 £20,250 £22,775
90th Percentile £65,000 £60,000 £60,600
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Data Quality
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Quality in Yorkshire

Data Quality
Salary Trend in Yorkshire

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

Salary trend for Data Quality in Yorkshire

Data Quality
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Quality in Yorkshire over the 6 months to 30 May 2020.

Salary histogram for Data Quality in Yorkshire

Data Quality
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Yorkshire region over the 6 months to 30 May 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +9 26 £55,000 +29.41%
South Yorkshire +30 3 £60,607 -
Data Quality
England

For the 6 months to 30 May 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 Yorkshire region with a requirement for Data Quality.

1 11 (37.93%) Python
1 11 (37.93%) Finance
1 11 (37.93%) Analytics
2 10 (34.48%) Business Intelligence
2 10 (34.48%) Data Management
2 10 (34.48%) Data Protection
2 10 (34.48%) Data Governance
3 9 (31.03%) Microsoft
3 9 (31.03%) Data Modelling
3 9 (31.03%) Service Delivery
4 8 (27.59%) Performance Management
4 8 (27.59%) Data Integration
4 8 (27.59%) Agile Software Development
5 7 (24.14%) Problem-Solving
6 6 (20.69%) Identity Access Management
6 6 (20.69%) Management Information System
6 6 (20.69%) ETL
6 6 (20.69%) Microsoft Excel
6 6 (20.69%) SQL
6 6 (20.69%) Oracle
6 6 (20.69%) Data Analysis
6 6 (20.69%) Tableau
7 5 (17.24%) Capacity Management
7 5 (17.24%) Red Hat Enterprise Linux
7 5 (17.24%) Continuous Integration
7 5 (17.24%) WebLogic
7 5 (17.24%) HPUX
7 5 (17.24%) Linux
7 5 (17.24%) Oracle Forms
7 5 (17.24%) Oracle Reports

Data Quality
Co-occurring IT Skills in Yorkshire 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%) Oracle HTTP Server
1 5 (17.24%) WebLogic
2 3 (10.34%) Oracle SOA Suite
3 2 (6.90%) Confluence
4 1 (3.45%) Oracle Workflow
4 1 (3.45%) SAS
Applications
1 6 (20.69%) Microsoft Excel
2 4 (13.79%) Microsoft PowerPoint
Cloud Services
1 4 (13.79%) AWS
1 4 (13.79%) Power Platform
2 3 (10.34%) Amazon Kinesis
3 2 (6.90%) Amazon EC2
3 2 (6.90%) Amazon SageMaker
3 2 (6.90%) Dynamics 365
4 1 (3.45%) Azure
Communications & Networking
1 5 (17.24%) HTTP
2 4 (13.79%) Internet
Database & Business Intelligence
1 5 (17.24%) Oracle Reports
2 4 (13.79%) Power BI
2 4 (13.79%) SQL Server
3 3 (10.34%) Oracle ODI
3 3 (10.34%) QlikView
3 3 (10.34%) SQL Server Analysis Services
4 2 (6.90%) Amazon Athena
4 2 (6.90%) Amazon Aurora
4 2 (6.90%) Amazon RDS
4 2 (6.90%) Data Lake
4 2 (6.90%) Data Warehouse
4 2 (6.90%) Looker
4 2 (6.90%) Pentaho
4 2 (6.90%) Snowflake Schema
4 2 (6.90%) SQL Server Integration Services
4 2 (6.90%) SQL Server Reporting Services
5 1 (3.45%) Big Data
5 1 (3.45%) NoSQL
5 1 (3.45%) Relational Database
Development Applications
1 5 (17.24%) Jenkins
1 5 (17.24%) Oracle Forms
2 2 (6.90%) Bitbucket
2 2 (6.90%) JIRA
3 1 (3.45%) GitLab
General
1 11 (37.93%) Finance
2 4 (13.79%) Digital Economy
3 3 (10.34%) Retail
4 2 (6.90%) Banking
Job Titles
1 7 (24.14%) Data Manager
2 6 (20.69%) Analyst
3 5 (17.24%) Developer
4 4 (13.79%) Architect
4 4 (13.79%) Data Architect
4 4 (13.79%) Data Governance Analyst
4 4 (13.79%) Data Governance Manager
4 4 (13.79%) Governance Manager
4 4 (13.79%) Senior Analyst
4 4 (13.79%) Senior Manager
5 3 (10.34%) Analytics Manager
5 3 (10.34%) Business Intelligence Analyst
5 3 (10.34%) Business Intelligence Architect
5 3 (10.34%) Data Analytics Manager
5 3 (10.34%) Data Modeller
5 3 (10.34%) Microsoft BI Architect
5 3 (10.34%) Middleware Developer
5 3 (10.34%) Systems Developer
6 2 (6.90%) Linux Engineer
6 2 (6.90%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 5 (17.24%) Middleware
2 3 (10.34%) Web Services
3 1 (3.45%) LDAP
3 1 (3.45%) OAuth
3 1 (3.45%) OpenID
3 1 (3.45%) SailPoint
3 1 (3.45%) SAML
3 1 (3.45%) XML
Miscellaneous
1 6 (20.69%) Management Information System
2 4 (13.79%) Data Protection Act
3 2 (6.90%) Analytical Skills
3 2 (6.90%) Tandem
4 1 (3.45%) Algorithms
4 1 (3.45%) NHS
Operating Systems
1 5 (17.24%) HPUX
1 5 (17.24%) Linux
1 5 (17.24%) Red Hat Enterprise Linux
Processes & Methodologies
1 11 (37.93%) Analytics
2 10 (34.48%) Business Intelligence
2 10 (34.48%) Data Governance
2 10 (34.48%) Data Management
2 10 (34.48%) Data Protection
3 9 (31.03%) Data Modelling
3 9 (31.03%) Service Delivery
4 8 (27.59%) Agile Software Development
4 8 (27.59%) Data Integration
4 8 (27.59%) Performance Management
5 7 (24.14%) Problem-Solving
6 6 (20.69%) Data Analysis
6 6 (20.69%) ETL
6 6 (20.69%) Identity Access Management
7 5 (17.24%) Capacity Management
7 5 (17.24%) Change Management
7 5 (17.24%) Continuous Integration
7 5 (17.24%) E-Commerce
7 5 (17.24%) Regulatory Compliance
7 5 (17.24%) SOA
Programming Languages
1 11 (37.93%) Python
2 6 (20.69%) SQL
3 4 (13.79%) T-SQL
4 3 (10.34%) Bash Shell
4 3 (10.34%) Java
5 2 (6.90%) C#
5 2 (6.90%) JavaScript
5 2 (6.90%) Ruby
5 2 (6.90%) Scala
6 1 (3.45%) MATLAB
6 1 (3.45%) R
Qualifications
1 1 (3.45%) Degree
1 1 (3.45%) SC Cleared
1 1 (3.45%) Security Cleared
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 9 (31.03%) Microsoft
2 6 (20.69%) Oracle
2 6 (20.69%) Tableau
3 5 (17.24%) Hyperion
3 5 (17.24%) Red Hat
4 1 (3.45%) Cognos
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%) Ping Identity
4 1 (3.45%) SAP