Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Data Quality
England > Yorkshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 229 251 243
Rank change year-on-year +22 -8 +17
Permanent jobs citing Data Quality 81 82 114
As % of all permanent IT jobs advertised in Yorkshire 0.85% 0.77% 0.96%
As % of the Quality Assurance & Compliance category 6.03% 7.40% 7.50%
Number of salaries quoted 60 73 78
Yorkshire median annual salary £45,000 £35,500 £45,000
Median salary % change year-on-year +26.76% -21.11% +12.50%
10th Percentile £31,200 £26,430 £24,000
90th Percentile £57,750 £49,950 £60,000
England median annual salary £52,500 £50,000 £52,133
% change year-on-year +5.00% -4.09% -0.70%

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 1,343 1,108 1,521
As % of all permanent IT jobs advertised in Yorkshire 14.08% 10.36% 12.76%
Number of salaries quoted 1,092 913 1,195
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £25,000 £23,050 £24,250
90th Percentile £62,500 £60,000 £63,750
England median annual salary £50,000 £49,000 £50,000
% change year-on-year +2.04% -2.00% +11.11%

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 22 July 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 22 July 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 +31 73 £45,000 +25.00% 15
South Yorkshire +13 7 £42,500 -19.05% 2
East Yorkshire +17 2 £33,250 -14.19% 1
North Yorkshire -2 1 £44,000 +35.38% 2
Data Quality
England

For the 6 months to 22 July 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 49 (60.49%) SQL
2 41 (50.62%) Data Modelling
3 33 (40.74%) Finance
4 29 (35.80%) Business Intelligence
4 29 (35.80%) Data Governance
5 27 (33.33%) Relational Database
6 24 (29.63%) Data Warehouse
6 24 (29.63%) Analytical Skills
7 22 (27.16%) Oracle
8 21 (25.93%) SQL Server
8 21 (25.93%) Data Management
9 20 (24.69%) ETL
9 20 (24.69%) Oracle ODI
10 19 (23.46%) Logical Data Model
10 19 (23.46%) Physical Data Model
10 19 (23.46%) SQL Server Integration Services
11 18 (22.22%) SQL Server Analysis Services
11 18 (22.22%) Analytics
12 17 (20.99%) Microsoft
13 16 (19.75%) IBM
13 16 (19.75%) SQL Server Reporting Services
13 16 (19.75%) Tableau
13 16 (19.75%) Data Cleansing
14 15 (18.52%) Master Data Management
14 15 (18.52%) Agile Software Development
14 15 (18.52%) Change Management
15 14 (17.28%) Trillium
15 14 (17.28%) RDBMS
15 14 (17.28%) PowerDesigner
15 14 (17.28%) ERwin

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 (6.17%) SAS
2 4 (4.94%) Oracle Workflow
3 3 (3.70%) Apache Spark
4 2 (2.47%) Oracle SOA Suite
4 2 (2.47%) SharePoint
Applications
1 9 (11.11%) Microsoft Office
2 8 (9.88%) Microsoft Excel
3 2 (2.47%) SPSS
Business Applications
1 1 (1.23%) SAP PLM
Cloud Services
1 9 (11.11%) Amazon AWS
2 7 (8.64%) Microsoft Azure
3 4 (4.94%) Google Cloud Platform
Communications & Networking
1 1 (1.23%) SMS
Database & Business Intelligence
1 27 (33.33%) Relational Database
2 24 (29.63%) Data Warehouse
3 21 (25.93%) SQL Server
4 20 (24.69%) Oracle ODI
5 19 (23.46%) SQL Server Integration Services
6 18 (22.22%) SQL Server Analysis Services
7 16 (19.75%) SQL Server Reporting Services
8 14 (17.28%) RDBMS
9 13 (16.05%) SAP Data Services
10 11 (13.58%) Oracle Database
11 7 (8.64%) QlikView
12 5 (6.17%) Data Mining
13 4 (4.94%) Enterprise Data Warehouse
13 4 (4.94%) Oracle BI EE
14 3 (3.70%) Apache Hive
14 3 (3.70%) Base SAS
14 3 (3.70%) Big Data
14 3 (3.70%) BusinessObjects
14 3 (3.70%) Hadoop
14 3 (3.70%) SAS Enterprise Guide
Development Applications
1 14 (17.28%) ERwin
1 14 (17.28%) PowerDesigner
2 3 (3.70%) Oracle Forms
3 1 (1.23%) ER Studio
3 1 (1.23%) JIRA
General
1 33 (40.74%) Finance
2 10 (12.35%) Retail
3 4 (4.94%) Banking
3 4 (4.94%) Billing
3 4 (4.94%) Financial Institution
4 2 (2.47%) Pharmaceutical
5 1 (1.23%) Manufacturing
5 1 (1.23%) Retail Finance
5 1 (1.23%) Telecoms
Job Titles
1 26 (32.10%) Analyst
2 18 (22.22%) Data Modeller
3 14 (17.28%) Data Analyst
3 14 (17.28%) Developer
4 12 (14.81%) Data Manager
5 7 (8.64%) Business Intelligence Developer
6 6 (7.41%) Designer
6 6 (7.41%) Senior Manager
6 6 (7.41%) SQL Developer
7 5 (6.17%) Architect
7 5 (6.17%) Data Quality Specialist
7 5 (6.17%) Solutions Analyst
7 5 (6.17%) Solutions Designer
8 4 (4.94%) Data Architect
8 4 (4.94%) Data Governance Analyst
8 4 (4.94%) Data Governance Manager
8 4 (4.94%) Governance Manager
8 4 (4.94%) Project Manager
8 4 (4.94%) Senior Business Intelligence Developer
8 4 (4.94%) Senior Developer
Libraries, Frameworks & Software Standards
1 14 (17.28%) Oracle GoldenGate
2 7 (8.64%) XML
3 6 (7.41%) JSON
3 6 (7.41%) Web Services
4 4 (4.94%) EJB
4 4 (4.94%) RESTful
4 4 (4.94%) Spring
4 4 (4.94%) Struts
5 1 (1.23%) REST
Miscellaneous
1 24 (29.63%) Analytical Skills
2 4 (4.94%) Enterprise Software
2 4 (4.94%) User Experience
3 3 (3.70%) Management Information System
3 3 (3.70%) Self-Motivation
4 2 (2.47%) PMI
5 1 (1.23%) FMCG
5 1 (1.23%) Mobile App
5 1 (1.23%) NHS
5 1 (1.23%) Smart Meter
5 1 (1.23%) Virtual Team
Operating Systems
1 3 (3.70%) Linux
1 3 (3.70%) Red Hat Enterprise Linux
2 1 (1.23%) Unix
Processes & Methodologies
1 41 (50.62%) Data Modelling
2 29 (35.80%) Business Intelligence
2 29 (35.80%) Data Governance
3 21 (25.93%) Data Management
4 20 (24.69%) ETL
5 19 (23.46%) Logical Data Model
5 19 (23.46%) Physical Data Model
6 18 (22.22%) Analytics
7 16 (19.75%) Data Cleansing
8 15 (18.52%) Agile Software Development
8 15 (18.52%) Change Management
8 15 (18.52%) Master Data Management
9 13 (16.05%) Migration
10 12 (14.81%) Data Integration
11 11 (13.58%) Quality Management
11 11 (13.58%) Visualisation
12 10 (12.35%) Data Transformation
12 10 (12.35%) Scrum
12 10 (12.35%) Stakeholder Management
13 9 (11.11%) Data Visualisation
Programming Languages
1 49 (60.49%) SQL
2 10 (12.35%) Java
2 10 (12.35%) T-SQL
3 4 (4.94%) C++
3 4 (4.94%) JavaScript
4 1 (1.23%) C#
4 1 (1.23%) PL/SQL
4 1 (1.23%) Python
4 1 (1.23%) VBA
Qualifications
1 6 (7.41%) PMI Certification
2 4 (4.94%) PMP
3 2 (2.47%) APMP
4 1 (1.23%) Degree
4 1 (1.23%) TOGAF Certification
Quality Assurance & Compliance
1 6 (7.41%) SLA
2 5 (6.17%) QA
3 4 (4.94%) GCP
4 1 (1.23%) GDPR
4 1 (1.23%) ISO 9001
4 1 (1.23%) ISO/IEC 27001
4 1 (1.23%) Sarbanes-Oxley
Vendors
1 22 (27.16%) Oracle
2 17 (20.99%) Microsoft
3 16 (19.75%) IBM
3 16 (19.75%) Tableau
4 14 (17.28%) Trillium
5 8 (9.88%) Cognos
6 4 (4.94%) Google
7 3 (3.70%) Red Hat
7 3 (3.70%) SAP
8 2 (2.47%) Capita
8 2 (2.47%) Remedy
9 1 (1.23%) MicroStrategy
9 1 (1.23%) Salesforce.com
9 1 (1.23%) Sun