The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 185 194 198
Rank change year-on-year
+9 +4
Permanent jobs citing Data Quality 45 65 68
As % of all permanent IT jobs located in Yorkshire 0.79% 0.96% 0.93%
As % of the Quality Assurance & Compliance category 6.36% 8.29% 8.56%
Number of salaries quoted 40 52 55
Median salary £35,000 £50,000 £50,000
Median salary % change year-on-year
-30.00% -
90% offered a salary of more than £24,000 £35,000 £31,750
10% offered a salary of more than £55,250 £77,000 £60,000
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Quality
England

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in permanent jobs advertised in the Yorkshire region.

Quality Assurance & Compliance Category
Yorkshire
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
708 784 794
As % of all permanent IT jobs located in Yorkshire 12.44% 11.58% 10.87%
Number of salaries quoted 565 626 595
Median salary £42,500 £41,000 £37,500
Median salary % change year-on-year
+3.65% +9.33%
90% offered a salary of more than £25,650 £28,000 £23,000
10% offered a salary of more than £65,000 £55,000 £57,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Quality
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing Data Quality as a proportion of all IT jobs with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend 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 across the Yorkshire region.

Data Quality Salary Trend in Yorkshire

Data Quality
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Data Quality across the Yorkshire region over the 3 months to 25 August 2016.

Data Quality Salary Histogram 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 3 months to 25 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +9 40 £35,500 -29.00% 4
North Yorkshire - 3 £31,500 -
South Yorkshire +5 2 £55,000 +57.14%
Data Quality
England

Data Quality
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 August 2016, 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 46 (47.92%) Data Warehouse
2 45 (46.88%) Business Intelligence
3 44 (45.83%) Microsoft
4 35 (36.46%) SQL Server
5 33 (34.38%) MS Excel
6 31 (32.29%) ETL
6 31 (32.29%) SQL Server Integration Services
7 30 (31.25%) SQL
7 30 (31.25%) Data Governance
8 25 (26.04%) Oracle
9 23 (23.96%) SQL Server Reporting Services
9 23 (23.96%) Agile Software Development
9 23 (23.96%) SQL Server Analysis Services
10 22 (22.92%) Data Modelling
10 22 (22.92%) Kimball Methodology
11 19 (19.79%) Data Architecture
12 17 (17.71%) Finance
13 14 (14.58%) T-SQL
13 14 (14.58%) Data Management
13 14 (14.58%) QlikView
14 13 (13.54%) CRM
14 13 (13.54%) SQL Server 2012
15 12 (12.50%) Inmon Methodology
16 11 (11.46%) Team Foundation Server
16 11 (11.46%) Migration
16 11 (11.46%) Scrum
16 11 (11.46%) German Language
17 10 (10.42%) Unit Testing
17 10 (10.42%) Business Analysis
17 10 (10.42%) Information Security

Data Quality
Top Related 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 (4.17%) Apache Pig
1 4 (4.17%) Apache Spark
2 2 (2.08%) SharePoint
3 1 (1.04%) WebSphere
3 1 (1.04%) WebSphere Application Server
3 1 (1.04%) WebSphere Process Server
Applications
1 33 (34.38%) MS Excel
2 10 (10.42%) MS Office
Business Applications
1 3 (3.13%) Dynamics CRM
Cloud Services
1 2 (2.08%) Office 365
2 1 (1.04%) PaaS
Communications & Networking
1 1 (1.04%) DHCP
Database & Business Intelligence
1 46 (47.92%) Data Warehouse
2 35 (36.46%) SQL Server
3 31 (32.29%) SQL Server Integration Services
4 23 (23.96%) SQL Server Analysis Services
4 23 (23.96%) SQL Server Reporting Services
5 14 (14.58%) QlikView
6 13 (13.54%) SQL Server 2012
7 10 (10.42%) DB2
7 10 (10.42%) MySQL
8 9 (9.38%) Big Data
9 7 (7.29%) Relational Database
9 7 (7.29%) SQL Server 2008
9 7 (7.29%) SQL Server 2014
10 6 (6.25%) SQL Server 2005
11 4 (4.17%) Apache Hive
11 4 (4.17%) Hadoop
11 4 (4.17%) Impala
12 3 (3.13%) Data Mining
12 3 (3.13%) Microsoft Analysis Services
13 2 (2.08%) Oracle Reports
Development Applications
1 11 (11.46%) Team Foundation Server
2 6 (6.25%) JIRA
3 4 (4.17%) Talend Open Studio
4 2 (2.08%) Oracle APEX
General
1 17 (17.71%) Finance
2 11 (11.46%) German Language
3 6 (6.25%) Marketing
4 3 (3.13%) Back Office
5 2 (2.08%) Automotive
5 2 (2.08%) Electronics
5 2 (2.08%) Manufacturing
5 2 (2.08%) Publishing
6 1 (1.04%) Banking
Job Titles
1 24 (25.00%) Analyst
2 19 (19.79%) Data Manager
3 18 (18.75%) Developer
4 16 (16.67%) Data Analyst
5 13 (13.54%) Business Intelligence Developer
6 11 (11.46%) Data Governance Analyst
6 11 (11.46%) Data Governance Manager
6 11 (11.46%) Governance Manager
7 10 (10.42%) Data Modeller
7 10 (10.42%) Data Quality Manager
7 10 (10.42%) Senior Data Modeller
8 8 (8.33%) SQL BI Developer
8 8 (8.33%) SQL Developer
9 7 (7.29%) Architect
9 7 (7.29%) Data Architect
9 7 (7.29%) ETL Developer
10 6 (6.25%) Business Intelligence Analyst
10 6 (6.25%) SQL Server Developer
10 6 (6.25%) SSIS Developer
10 6 (6.25%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (4.17%) .NET
1 4 (4.17%) Kafka
1 4 (4.17%) Velocity
2 3 (3.13%) MDX
3 1 (1.04%) JSON
3 1 (1.04%) Web Services
3 1 (1.04%) XML
Miscellaneous
1 7 (7.29%) Management Information System
2 6 (6.25%) Data Structures
3 5 (5.21%) Data Integration
4 4 (4.17%) Reference Data
5 3 (3.13%) Analytical Skills
6 2 (2.08%) Applied Mathematics
6 2 (2.08%) Computer Science
6 2 (2.08%) Digital Media
6 2 (2.08%) Mathematics
6 2 (2.08%) Visualisation
7 1 (1.04%) CMDB
7 1 (1.04%) Data Protection Act
7 1 (1.04%) N-Tier
Operating Systems
1 2 (2.08%) Linux
1 2 (2.08%) Unix
Processes & Methodologies
1 45 (46.88%) Business Intelligence
2 31 (32.29%) ETL
3 30 (31.25%) Data Governance
4 23 (23.96%) Agile Software Development
5 22 (22.92%) Data Modelling
5 22 (22.92%) Kimball Methodology
6 19 (19.79%) Data Architecture
7 14 (14.58%) Data Management
8 13 (13.54%) CRM
9 12 (12.50%) Inmon Methodology
10 11 (11.46%) Migration
10 11 (11.46%) Scrum
11 10 (10.42%) Business Analysis
11 10 (10.42%) Information Governance
11 10 (10.42%) Information Security
11 10 (10.42%) Unit Testing
12 8 (8.33%) Data Analysis
13 7 (7.29%) Analytics
13 7 (7.29%) Data Migration
13 7 (7.29%) People Management
Programming Languages
1 30 (31.25%) SQL
2 14 (14.58%) T-SQL
3 2 (2.08%) PL/SQL
3 2 (2.08%) Shell Script
3 2 (2.08%) VB
3 2 (2.08%) VBScript
4 1 (1.04%) VBA
Qualifications
1 8 (8.33%) Degree
2 2 (2.08%) ITIL Certification
3 1 (1.04%) Microsoft Certification
Quality Assurance & Compliance
1 2 (2.08%) ISO/IEC 27001
1 2 (2.08%) PCI DSS
1 2 (2.08%) SLA
2 1 (1.04%) QA
System Software
1 4 (4.17%) Apache Flume
1 4 (4.17%) HDFS
Systems Management
1 1 (1.04%) SCCM
Vendors
1 44 (45.83%) Microsoft
2 25 (26.04%) Oracle
3 4 (4.17%) Cloudera
3 4 (4.17%) Hortonworks
3 4 (4.17%) Informatica
3 4 (4.17%) MapR
3 4 (4.17%) Netezza
3 4 (4.17%) Tableau
3 4 (4.17%) Talend
3 4 (4.17%) Teradata
4 2 (2.08%) IBM
5 1 (1.04%) Capita
5 1 (1.04%) Kronos
5 1 (1.04%) SolarWinds
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