Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England > Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 237 274 243
Rank change year-on-year +37 -31 +36
Permanent jobs citing Data Quality 68 64 127
As % of all permanent IT jobs advertised in Yorkshire 0.70% 0.57% 0.96%
As % of the Quality Assurance & Compliance category 7.09% 4.39% 7.65%
Number of salaries quoted 61 58 88
Yorkshire median annual salary £40,000 £35,000 £45,000
Median salary % change year-on-year +14.29% -22.22% -10.00%
10th Percentile £30,394 £24,000 £27,350
90th Percentile £56,250 £53,250 £66,500
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -1.96%

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 959 1457 1661
As % of all permanent IT jobs advertised in Yorkshire 9.86% 13.04% 12.53%
Number of salaries quoted 793 1172 1263
Yorkshire median annual salary £40,000 £40,000 £39,000
Median salary % change year-on-year - +2.56% +9.61%
10th Percentile £24,250 £22,750 £24,500
90th Percentile £60,000 £63,750 £57,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 18 November 2017.

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 18 November 2017. 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 +3 42 £36,742 -3.31% 3
East Yorkshire - 18 £45,000 - 1
South Yorkshire +22 6 £63,750 +84.78% 1
North Yorkshire +7 2 £34,355 +7.36%
Data Quality
England

For the 6 months to 18 November 2017, IT jobs citing Data Quality also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for Data Quality.

1 34 (50.00%) SQL
1 34 (50.00%) Data Warehouse
2 32 (47.06%) SQL Server
3 25 (36.76%) Business Intelligence
4 24 (35.29%) Oracle
5 22 (32.35%) ETL
5 22 (32.35%) Finance
6 21 (30.88%) Data Modelling
7 19 (27.94%) Data Governance
8 18 (26.47%) SAP
8 18 (26.47%) Microsoft
8 18 (26.47%) Data Management
9 16 (23.53%) Data Architecture
10 14 (20.59%) Data Strategy
10 14 (20.59%) Migration
11 13 (19.12%) Data Analysis
12 12 (17.65%) Management Information System
12 12 (17.65%) TOGAF
12 12 (17.65%) Middleware
12 12 (17.65%) PL/SQL
12 12 (17.65%) Data Integration
12 12 (17.65%) Analytical Skills
13 11 (16.18%) Analytics
13 11 (16.18%) BusinessObjects
13 11 (16.18%) SQL Server Reporting Services
14 10 (14.71%) Quality Management
14 10 (14.71%) Master Data Management
14 10 (14.71%) SAP HANA
15 9 (13.24%) SQL Server Analysis Services
15 9 (13.24%) C#

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 7 (10.29%) SAS
2 6 (8.82%) SharePoint
3 1 (1.47%) MS Exchange
Applications
1 3 (4.41%) Microsoft Office
2 1 (1.47%) Microsoft Excel
Business Applications
1 5 (7.35%) SAP Hybris
2 1 (1.47%) Dynamics CRM
2 1 (1.47%) Dynamics GP
2 1 (1.47%) iTrent
2 1 (1.47%) SAP PLM
Cloud Services
1 1 (1.47%) CallidusCloud
Communications & Networking
1 4 (5.88%) Internet
Database & Business Intelligence
1 34 (50.00%) Data Warehouse
2 32 (47.06%) SQL Server
3 11 (16.18%) BusinessObjects
3 11 (16.18%) SQL Server Reporting Services
4 10 (14.71%) SAP HANA
5 9 (13.24%) SQL Server Analysis Services
5 9 (13.24%) SQL Server Integration Services
6 6 (8.82%) MySQL
7 5 (7.35%) MS Access
7 5 (7.35%) SAP Data Services
8 4 (5.88%) Oracle Database
8 4 (5.88%) Oracle Database 11g
8 4 (5.88%) Oracle Database 12c
8 4 (5.88%) Oracle Reports
8 4 (5.88%) Relational Database
8 4 (5.88%) Snowflake Schema
8 4 (5.88%) Star Schema
9 3 (4.41%) QlikView
10 2 (2.94%) DB2
10 2 (2.94%) Microsoft Analysis Services
Development Applications
1 4 (5.88%) ERwin
2 3 (4.41%) Oracle Forms
3 2 (2.94%) Team Foundation Server
4 1 (1.47%) Oracle APEX
General
1 22 (32.35%) Finance
2 9 (13.24%) Retail
3 7 (10.29%) Telecoms
4 4 (5.88%) Legal
5 3 (4.41%) Banking
5 3 (4.41%) Retail Finance
6 2 (2.94%) Publishing
7 1 (1.47%) Billing
7 1 (1.47%) Pharmaceutical
Job Titles
1 18 (26.47%) Architect
1 18 (26.47%) Data Architect
2 16 (23.53%) Developer
3 14 (20.59%) Analyst
4 9 (13.24%) Data Manager
5 8 (11.76%) Data Analyst
6 7 (10.29%) Senior Developer
7 5 (7.35%) Business Intelligence Developer
7 5 (7.35%) Data Integration Architect
7 5 (7.35%) Integration Architect
7 5 (7.35%) SAP Architect
8 4 (5.88%) Data Governance Manager
8 4 (5.88%) Enterprise Data Architect
8 4 (5.88%) Enterprise Information Architect
8 4 (5.88%) ETL Developer
8 4 (5.88%) Governance Manager
8 4 (5.88%) Senior ETL Developer
8 4 (5.88%) Senior SQL Developer
8 4 (5.88%) SQL Data Analyst
8 4 (5.88%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 12 (17.65%) Middleware
2 8 (11.76%) XML
3 4 (5.88%) .NET
3 4 (5.88%) ASP.NET
3 4 (5.88%) HTML
4 1 (1.47%) MDX
4 1 (1.47%) REST
4 1 (1.47%) Web Services
Miscellaneous
1 12 (17.65%) Analytical Skills
1 12 (17.65%) Management Information System
2 6 (8.82%) NHS
3 2 (2.94%) Data Protection Act
4 1 (1.47%) Data Structures
4 1 (1.47%) Greenfield Project
4 1 (1.47%) Reference Data
Operating Systems
1 3 (4.41%) Unix
2 1 (1.47%) Linux
Processes & Methodologies
1 25 (36.76%) Business Intelligence
2 22 (32.35%) ETL
3 21 (30.88%) Data Modelling
4 19 (27.94%) Data Governance
5 18 (26.47%) Data Management
6 16 (23.53%) Data Architecture
7 14 (20.59%) Data Strategy
7 14 (20.59%) Migration
8 13 (19.12%) Data Analysis
9 12 (17.65%) Data Integration
9 12 (17.65%) TOGAF
10 11 (16.18%) Analytics
11 10 (14.71%) Master Data Management
11 10 (14.71%) Quality Management
12 8 (11.76%) Data Cleansing
13 7 (10.29%) Data Migration
13 7 (10.29%) Information Security
14 6 (8.82%) Business Analysis
14 6 (8.82%) CRM
14 6 (8.82%) ITIL
Programming Languages
1 34 (50.00%) SQL
2 12 (17.65%) PL/SQL
3 9 (13.24%) C#
4 7 (10.29%) VB
5 5 (7.35%) VBA
6 4 (5.88%) JavaScript
6 4 (5.88%) Python
6 4 (5.88%) T-SQL
7 1 (1.47%) MATLAB
7 1 (1.47%) R
7 1 (1.47%) Shell Script
7 1 (1.47%) VBScript
Qualifications
1 6 (8.82%) Degree
Quality Assurance & Compliance
1 4 (5.88%) ISO/IEC 27001
2 3 (4.41%) GDPR
3 1 (1.47%) SLA
System Software
1 2 (2.94%) Hyper-V
Systems Management
1 2 (2.94%) Oracle EDQ
Vendors
1 24 (35.29%) Oracle
2 18 (26.47%) Microsoft
2 18 (26.47%) SAP
3 5 (7.35%) hybris
3 5 (7.35%) Sybase
4 4 (5.88%) LogRhythm
5 3 (4.41%) Informatica
6 2 (2.94%) Cognos
7 1 (1.47%) Apple
7 1 (1.47%) Callidus
7 1 (1.47%) Tableau