Period
to 24 May 2019

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 24 May 2019 with a comparison to the same period in the previous 2 years.

Data Quality
England > Yorkshire
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 226 224 251
Rank change year-on-year -2 +27 -39
Permanent jobs citing Data Quality 74 76 73
As % of all permanent IT jobs advertised in Yorkshire 0.98% 0.78% 0.69%
As % of the Quality Assurance & Compliance category 6.33% 6.01% 6.39%
Number of salaries quoted 53 60 65
Yorkshire median annual salary £42,500 £45,000 £35,000
Median salary % change year-on-year -5.56% +28.57% -22.22%
10th Percentile £33,150 £27,500 £26,448
90th Percentile £52,500 £57,500 £49,800
England median annual salary £57,500 £52,500 £47,500
% change year-on-year +9.52% +10.53% -5.00%

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 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 1,169 1,264 1,142
As % of all permanent IT jobs advertised in Yorkshire 15.55% 13.05% 10.76%
Number of salaries quoted 769 1,020 933
Yorkshire median annual salary £42,000 £42,500 £37,500
Median salary % change year-on-year -1.18% +13.33% -6.25%
10th Percentile £20,250 £22,975 £22,500
90th Percentile £61,250 £61,325 £57,150
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -0.35%

Data Quality
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Quality in Yorkshire

Data Quality
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality in Yorkshire.

Salary trend for Data Quality in Yorkshire

Data Quality
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Quality in Yorkshire over the 6 months to 24 May 2019.

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 24 May 2019. 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 +52 67 £42,500 -5.56% 2
South Yorkshire -2 6 £65,000 +73.33%
Data Quality
England

For the 6 months to 24 May 2019, 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 52 (70.27%) Business Intelligence
2 49 (66.22%) SQL
3 41 (55.41%) Data Warehouse
4 39 (52.70%) SQL Server Integration Services
5 38 (51.35%) ETL
6 37 (50.00%) SQL Server
7 36 (48.65%) T-SQL
7 36 (48.65%) Microsoft
8 32 (43.24%) Data Modelling
9 28 (37.84%) Power BI
9 28 (37.84%) Power Platform
10 25 (33.78%) Star Schema
11 24 (32.43%) SQL Server Reporting Services
12 23 (31.08%) Finance
13 18 (24.32%) SQL Server Analysis Services
13 18 (24.32%) Analytical Skills
14 16 (21.62%) Data Architecture
15 14 (18.92%) Data Management
15 14 (18.92%) Migration
15 14 (18.92%) Data Governance
16 13 (17.57%) Tableau
16 13 (17.57%) Problem-Solving
17 12 (16.22%) Visualisation
17 12 (16.22%) Analytics
17 12 (16.22%) Management Information System
18 11 (14.86%) Quality Management
18 11 (14.86%) Degree
18 11 (14.86%) Data Visualisation
19 10 (13.51%) Performance Tuning
19 10 (13.51%) Agile Software Development

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 4 (5.41%) SAS
2 2 (2.70%) SharePoint
3 1 (1.35%) Apache Spark
3 1 (1.35%) Confluence
3 1 (1.35%) Smallworld
Applications
1 7 (9.46%) Microsoft Office
2 5 (6.76%) Microsoft Excel
3 3 (4.05%) MS Visio
4 2 (2.70%) Microsoft PowerPoint
Business Applications
1 3 (4.05%) SAP MDG
2 1 (1.35%) Dynamics CRM
Cloud Services
1 28 (37.84%) Power Platform
2 2 (2.70%) Amazon AWS
2 2 (2.70%) Microsoft Azure
3 1 (1.35%) Azure Data Factory
3 1 (1.35%) Cloud Computing
Database & Business Intelligence
1 41 (55.41%) Data Warehouse
2 39 (52.70%) SQL Server Integration Services
3 37 (50.00%) SQL Server
4 28 (37.84%) Power BI
5 25 (33.78%) Star Schema
6 24 (32.43%) SQL Server Reporting Services
7 18 (24.32%) SQL Server Analysis Services
8 9 (12.16%) OLAP
9 7 (9.46%) SQL Server 2012
10 6 (8.11%) Big Data
11 5 (6.76%) OLTP
12 4 (5.41%) BusinessObjects
12 4 (5.41%) BusinessObjects Web Intelligence
12 4 (5.41%) Data Mining
12 4 (5.41%) QlikView
13 3 (4.05%) DTS
13 3 (4.05%) SQL Server 2008
14 2 (2.70%) MOLAP
14 2 (2.70%) NoSQL
14 2 (2.70%) ROLAP
Development Applications
1 4 (5.41%) Toad
2 2 (2.70%) JIRA
2 2 (2.70%) Team Foundation Server
General
1 23 (31.08%) Finance
2 6 (8.11%) Banking
2 6 (8.11%) Retail Banking
3 4 (5.41%) Marketing
4 3 (4.05%) Retail
5 2 (2.70%) Manufacturing
6 1 (1.35%) Pharmaceutical
6 1 (1.35%) Retail Finance
Job Titles
1 41 (55.41%) Developer
2 35 (47.30%) Business Intelligence Developer
3 12 (16.22%) Analyst
4 9 (12.16%) Business Developer
4 9 (12.16%) Business Intelligence Lead
4 9 (12.16%) Data Analyst
5 6 (8.11%) Architect
5 6 (8.11%) SQL Developer
6 5 (6.76%) Consultant
6 5 (6.76%) Data Consultant
6 5 (6.76%) ERP Consultant
7 4 (5.41%) Data Architect
7 4 (5.41%) Informatica BI Developer
7 4 (5.41%) Informatica Developer
7 4 (5.41%) SQL BI Developer
7 4 (5.41%) SSIS Developer
8 3 (4.05%) Business Intelligence Analyst
8 3 (4.05%) Data Scientist
8 3 (4.05%) Senior Developer
8 3 (4.05%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (8.11%) MDX
2 4 (5.41%) .NET
3 1 (1.35%) Web Services
Miscellaneous
1 18 (24.32%) Analytical Skills
2 12 (16.22%) Management Information System
3 5 (6.76%) NHS
4 3 (4.05%) Algorithms
5 2 (2.70%) Self-Motivation
6 1 (1.35%) Credit Risk
6 1 (1.35%) Data Structures
6 1 (1.35%) Driving Licence
6 1 (1.35%) Fibre Optics
6 1 (1.35%) Reference Data
6 1 (1.35%) Virtual Team
Processes & Methodologies
1 52 (70.27%) Business Intelligence
2 38 (51.35%) ETL
3 32 (43.24%) Data Modelling
4 16 (21.62%) Data Architecture
5 14 (18.92%) Data Governance
5 14 (18.92%) Data Management
5 14 (18.92%) Migration
6 13 (17.57%) Problem-Solving
7 12 (16.22%) Analytics
7 12 (16.22%) Visualisation
8 11 (14.86%) Data Visualisation
8 11 (14.86%) Quality Management
9 10 (13.51%) Agile Software Development
9 10 (13.51%) Performance Tuning
9 10 (13.51%) Project Management
10 9 (12.16%) Change Management
10 9 (12.16%) Computer Science
10 9 (12.16%) Data Integration
10 9 (12.16%) Data Migration
10 9 (12.16%) Data Strategy
Programming Languages
1 49 (66.22%) SQL
2 36 (48.65%) T-SQL
3 7 (9.46%) Python
3 7 (9.46%) R
4 4 (5.41%) PL/SQL
4 4 (5.41%) VB.NET
5 3 (4.05%) C#
6 2 (2.70%) VBA
7 1 (1.35%) Data Analysis Expressions (DAX)
Qualifications
1 11 (14.86%) Degree
2 4 (5.41%) Microsoft Certification
2 4 (5.41%) Postgraduate
3 2 (2.70%) Computer Science Degree
3 2 (2.70%) MCSE
4 1 (1.35%) MCSA
4 1 (1.35%) SC Cleared
4 1 (1.35%) Security Cleared
Quality Assurance & Compliance
1 1 (1.35%) GDPR
1 1 (1.35%) SLA
Vendors
1 36 (48.65%) Microsoft
2 13 (17.57%) Tableau
3 5 (6.76%) Cognos
3 5 (6.76%) Informatica
4 4 (5.41%) Alteryx
5 3 (4.05%) SAP
6 1 (1.35%) Databricks
6 1 (1.35%) Google
6 1 (1.35%) IBM