Period
to 26 April 2018

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 26 April 2018 with a comparison to the same period in the previous 2 years.

Data Quality
England > Yorkshire
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 250 271 213
Rank change year-on-year +21 -58 +72
Permanent jobs citing Data Quality 71 65 165
As % of all permanent IT jobs advertised in Yorkshire 0.69% 0.61% 1.32%
As % of the Quality Assurance & Compliance category 5.81% 5.50% 10.20%
Number of salaries quoted 56 57 85
Yorkshire median annual salary £43,750 £35,000 £45,000
Median salary % change year-on-year +25.00% -22.22% +20.00%
10th Percentile £27,500 £25,548 £25,600
90th Percentile £57,500 £49,700 £58,250
England median annual salary £52,500 £49,500 £50,000
% change year-on-year +6.06% -1.00% -5.66%

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 1,222 1,182 1,618
As % of all permanent IT jobs advertised in Yorkshire 11.92% 11.16% 12.99%
Number of salaries quoted 992 973 1,253
Yorkshire median annual salary £41,500 £36,000 £40,000
Median salary % change year-on-year +15.28% -10.00% +9.59%
10th Percentile £23,550 £21,250 £23,750
90th Percentile £60,000 £57,500 £60,000
England median annual salary £50,000 £47,500 £48,000
% change year-on-year +5.26% -1.04% +6.67%

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 26 April 2018.

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 26 April 2018. 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 +7 53 £40,000 +11.89% 8
East Yorkshire - 10 £50,000 - 1
South Yorkshire +10 7 £30,000 +11.11% 3
Data Quality
England

For the 6 months to 26 April 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 Yorkshire region with a requirement for Data Quality.

1 38 (53.52%) SQL
2 31 (43.66%) Business Intelligence
3 29 (40.85%) Data Warehouse
4 26 (36.62%) ETL
5 25 (35.21%) Data Modelling
6 24 (33.80%) Analytical Skills
7 21 (29.58%) Data Governance
7 21 (29.58%) Finance
8 20 (28.17%) SQL Server
9 17 (23.94%) Change Management
10 16 (22.54%) SQL Server Reporting Services
10 16 (22.54%) SQL Server Integration Services
11 15 (21.13%) Agile Software Development
11 15 (21.13%) Data Architecture
12 14 (19.72%) Master Data Management
12 14 (19.72%) Relational Database
12 14 (19.72%) Microsoft
13 13 (18.31%) Oracle
14 12 (16.90%) Microsoft Excel
14 12 (16.90%) Retail
14 12 (16.90%) Analytics
14 12 (16.90%) Tableau
15 11 (15.49%) SQL Server Analysis Services
15 11 (15.49%) Coaching
15 11 (15.49%) Problem-Solving
15 11 (15.49%) Data Management
15 11 (15.49%) Data Analysis
16 10 (14.08%) Migration
16 10 (14.08%) SAP
16 10 (14.08%) T-SQL

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 (5.63%) Oracle Workflow
2 3 (4.23%) Apache Spark
2 3 (4.23%) SAS
3 2 (2.82%) Oracle SOA Suite
3 2 (2.82%) SharePoint
Applications
1 12 (16.90%) Microsoft Excel
2 9 (12.68%) Microsoft Office
3 2 (2.82%) SPSS
Business Applications
1 3 (4.23%) SAP Business One
1 3 (4.23%) SAP PLM
Cloud Services
1 6 (8.45%) Amazon AWS
2 4 (5.63%) Google Cloud Platform
3 3 (4.23%) Microsoft Azure
Database & Business Intelligence
1 29 (40.85%) Data Warehouse
2 20 (28.17%) SQL Server
3 16 (22.54%) SQL Server Integration Services
3 16 (22.54%) SQL Server Reporting Services
4 14 (19.72%) Relational Database
5 11 (15.49%) SQL Server Analysis Services
6 7 (9.86%) Oracle ODI
7 6 (8.45%) QlikView
8 5 (7.04%) BusinessObjects
8 5 (7.04%) RDBMS
9 4 (5.63%) Data Mining
9 4 (5.63%) Enterprise Data Warehouse
9 4 (5.63%) Oracle BI EE
9 4 (5.63%) Power BI
9 4 (5.63%) SAP Data Services
10 3 (4.23%) Apache Hive
10 3 (4.23%) Big Data
10 3 (4.23%) Hadoop
11 2 (2.82%) IBM InfoSphere
11 2 (2.82%) SQL Server 2012
Development Applications
1 2 (2.82%) Oracle Forms
2 1 (1.41%) ER Studio
2 1 (1.41%) ERwin
2 1 (1.41%) JIRA
2 1 (1.41%) PowerDesigner
2 1 (1.41%) Team Foundation Server
General
1 21 (29.58%) Finance
2 12 (16.90%) Retail
3 5 (7.04%) Banking
4 4 (5.63%) Billing
5 3 (4.23%) Electronics
6 1 (1.41%) Law
6 1 (1.41%) Pharmaceutical
6 1 (1.41%) Retail Finance
6 1 (1.41%) Telecoms
Job Titles
1 17 (23.94%) Developer
2 16 (22.54%) Analyst
3 12 (16.90%) Data Manager
4 8 (11.27%) Architect
5 6 (8.45%) Data Architect
5 6 (8.45%) Designer
6 5 (7.04%) Business Intelligence Developer
6 5 (7.04%) Data Quality Specialist
6 5 (7.04%) ETL Developer
7 4 (5.63%) Data Modeller
7 4 (5.63%) Project Manager
7 4 (5.63%) Senior Developer
7 4 (5.63%) Senior Manager
7 4 (5.63%) Solutions Analyst
7 4 (5.63%) Solutions Designer
8 3 (4.23%) Data Analyst
8 3 (4.23%) ETL Architect
8 3 (4.23%) Lead Architect
8 3 (4.23%) Lead Developer
8 3 (4.23%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (8.45%) XML
2 5 (7.04%) JSON
2 5 (7.04%) Middleware
2 5 (7.04%) Web Services
3 4 (5.63%) EJB
3 4 (5.63%) RESTful
3 4 (5.63%) Spring
3 4 (5.63%) Struts
4 1 (1.41%) MDX
4 1 (1.41%) Oracle GoldenGate
Miscellaneous
1 24 (33.80%) Analytical Skills
2 8 (11.27%) Self-Motivation
3 7 (9.86%) Management Information System
4 4 (5.63%) Enterprise Software
4 4 (5.63%) User Experience
5 2 (2.82%) Mobile App
5 2 (2.82%) PMI
6 1 (1.41%) NHS
6 1 (1.41%) Smart Meter
6 1 (1.41%) Virtual Team
Operating Systems
1 3 (4.23%) Linux
1 3 (4.23%) Red Hat Enterprise Linux
Processes & Methodologies
1 31 (43.66%) Business Intelligence
2 26 (36.62%) ETL
3 25 (35.21%) Data Modelling
4 21 (29.58%) Data Governance
5 17 (23.94%) Change Management
6 15 (21.13%) Agile Software Development
6 15 (21.13%) Data Architecture
7 14 (19.72%) Master Data Management
8 12 (16.90%) Analytics
9 11 (15.49%) Coaching
9 11 (15.49%) Data Analysis
9 11 (15.49%) Data Management
9 11 (15.49%) Problem-Solving
10 10 (14.08%) Data Integration
10 10 (14.08%) Migration
10 10 (14.08%) Visualisation
11 9 (12.68%) Data Visualisation
11 9 (12.68%) Scrum
12 8 (11.27%) Business Change Management
12 8 (11.27%) CRM
Programming Languages
1 38 (53.52%) SQL
2 10 (14.08%) Java
2 10 (14.08%) T-SQL
3 5 (7.04%) PL/SQL
4 4 (5.63%) C++
4 4 (5.63%) JavaScript
5 3 (4.23%) VBA
6 2 (2.82%) C#
7 1 (1.41%) Python
7 1 (1.41%) VB
Qualifications
1 6 (8.45%) PMI Certification
2 4 (5.63%) PMP
3 2 (2.82%) APMP
3 2 (2.82%) TOGAF Certification
4 1 (1.41%) Degree
Quality Assurance & Compliance
1 7 (9.86%) QA
1 7 (9.86%) SLA
2 4 (5.63%) GCP
3 1 (1.41%) GDPR
3 1 (1.41%) ISO 9001
3 1 (1.41%) ISO/IEC 27001
Vendors
1 14 (19.72%) Microsoft
2 13 (18.31%) Oracle
3 12 (16.90%) Tableau
4 10 (14.08%) SAP
5 9 (12.68%) Cognos
6 8 (11.27%) Informatica
7 5 (7.04%) Capita
8 4 (5.63%) Google
9 3 (4.23%) IBM
9 3 (4.23%) Red Hat
9 3 (4.23%) Remedy
9 3 (4.23%) Talend
10 2 (2.82%) MicroStrategy
11 1 (1.41%) Sun
11 1 (1.41%) Trillium