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 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank 195 197 203
Rank change year-on-year
+2 +6
Permanent jobs citing Data Quality 45 65 62
As % of all permanent IT jobs located in Yorkshire 0.81% 0.96% 0.86%
As % of the Quality Assurance & Compliance category 7.04% 8.28% 7.07%
Number of salaries quoted 35 50 55
Median salary £36,000 £40,000 £47,500
Median salary % change year-on-year
-10.00% -15.78%
90% offered a salary of more than £24,000 £32,950 £29,000
10% offered a salary of more than £60,000 £50,500 £50,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
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
639 785 877
As % of all permanent IT jobs located in Yorkshire 11.48% 11.54% 12.20%
Number of salaries quoted 505 604 651
Median salary £41,250 £40,000 £37,500
Median salary % change year-on-year
+3.12% +6.66%
90% offered a salary of more than £26,000 £25,000 £26,000
10% offered a salary of more than £65,000 £57,500 £55,000
UK excluding London median salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 June 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 June 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 -8 42 £40,000 - 5
North Yorkshire - 3 £31,500 - 1
Data Quality
England

Data Quality
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 June 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 73 (51.77%) Data Warehouse
2 67 (47.52%) Business Intelligence
3 61 (43.26%) SQL
4 56 (39.72%) Microsoft
5 54 (38.30%) MS Excel
6 48 (34.04%) Data Governance
7 46 (32.62%) SQL Server
7 46 (32.62%) SQL Server Integration Services
8 40 (28.37%) ETL
9 39 (27.66%) Data Modelling
10 37 (26.24%) Finance
11 36 (25.53%) Agile Software Development
12 31 (21.99%) SQL Server Reporting Services
12 31 (21.99%) SQL Server Analysis Services
12 31 (21.99%) E-Commerce
12 31 (21.99%) Oracle
12 31 (21.99%) Kimball Methodology
13 28 (19.86%) T-SQL
14 27 (19.15%) Data Management
14 27 (19.15%) High Availability
15 26 (18.44%) Data Architecture
16 25 (17.73%) Big Data
16 25 (17.73%) CRM
17 24 (17.02%) Analytics
18 23 (16.31%) Marketing
19 21 (14.89%) Inmon Methodology
19 21 (14.89%) SQL Server 2012
20 20 (14.18%) Degree
21 19 (13.48%) SQL Server 2014
22 18 (12.77%) Visualisation

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 7 (4.96%) Apache Pig
1 7 (4.96%) Apache Spark
2 6 (4.26%) SharePoint
3 2 (1.42%) CMS
Applications
1 54 (38.30%) MS Excel
2 8 (5.67%) MS Office
Business Applications
1 3 (2.13%) Dynamics CRM
Cloud Services
1 2 (1.42%) Office 365
Communications & Networking
1 1 (0.71%) DHCP
Database & Business Intelligence
1 73 (51.77%) Data Warehouse
2 46 (32.62%) SQL Server
2 46 (32.62%) SQL Server Integration Services
3 31 (21.99%) SQL Server Analysis Services
3 31 (21.99%) SQL Server Reporting Services
4 25 (17.73%) Big Data
5 21 (14.89%) SQL Server 2012
6 19 (13.48%) SQL Server 2014
7 14 (9.93%) QlikView
8 11 (7.80%) Power BI
9 10 (7.09%) Data Mining
9 10 (7.09%) DB2
9 10 (7.09%) MySQL
10 7 (4.96%) Apache Hive
10 7 (4.96%) BusinessObjects
10 7 (4.96%) Hadoop
10 7 (4.96%) Impala
10 7 (4.96%) Relational Database
11 6 (4.26%) BusinessObjects XI
11 6 (4.26%) Oracle Reports
Development Applications
1 7 (4.96%) Talend Open Studio
2 6 (4.26%) JIRA
2 6 (4.26%) Oracle APEX
2 6 (4.26%) Team Foundation Server
3 1 (0.71%) ERwin
General
1 37 (26.24%) Finance
2 23 (16.31%) Marketing
3 7 (4.96%) Back Office
4 5 (3.55%) Electronics
4 5 (3.55%) German Language
4 5 (3.55%) Manufacturing
4 5 (3.55%) Publishing
4 5 (3.55%) Retail
5 3 (2.13%) Automotive
6 1 (0.71%) Banking
Job Titles
1 34 (24.11%) Data Manager
2 27 (19.15%) Analyst
3 24 (17.02%) Developer
4 20 (14.18%) Business Intelligence Developer
5 15 (10.64%) Architect
5 15 (10.64%) Data Architect
5 15 (10.64%) Data Quality Manager
6 13 (9.22%) Data Warehouse Architect
6 13 (9.22%) ETL Architect
7 12 (8.51%) Data Governance Analyst
7 12 (8.51%) Data Governance Manager
7 12 (8.51%) Governance Manager
7 12 (8.51%) SQL BI Developer
7 12 (8.51%) SQL Developer
7 12 (8.51%) SSIS Developer
8 11 (7.80%) Business Intelligence Manager
8 11 (7.80%) Data Analyst
8 11 (7.80%) SSAS Developer
9 10 (7.09%) Senior Data Modeller
9 10 (7.09%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 17 (12.06%) .NET
2 12 (8.51%) MDX
3 7 (4.96%) Kafka
3 7 (4.96%) Velocity
4 3 (2.13%) COM
5 2 (1.42%) CSS
5 2 (1.42%) HTML
6 1 (0.71%) JSON
6 1 (0.71%) Web Services
6 1 (0.71%) XML
Miscellaneous
1 18 (12.77%) Visualisation
2 13 (9.22%) Management Information System
3 6 (4.26%) Analytical Skills
3 6 (4.26%) Data Structures
4 5 (3.55%) Digital Media
5 3 (2.13%) Data Integration
5 3 (2.13%) Reference Data
6 2 (1.42%) IVR
6 2 (1.42%) User Experience
7 1 (0.71%) CMDB
7 1 (0.71%) Cybercrime
7 1 (0.71%) Data Protection Act
7 1 (0.71%) N-Tier
Operating Systems
1 6 (4.26%) Linux
1 6 (4.26%) Unix
Processes & Methodologies
1 67 (47.52%) Business Intelligence
2 48 (34.04%) Data Governance
3 40 (28.37%) ETL
4 39 (27.66%) Data Modelling
5 36 (25.53%) Agile Software Development
6 31 (21.99%) E-Commerce
6 31 (21.99%) Kimball Methodology
7 27 (19.15%) Data Management
7 27 (19.15%) High Availability
8 26 (18.44%) Data Architecture
9 25 (17.73%) CRM
10 24 (17.02%) Analytics
11 21 (14.89%) Inmon Methodology
12 18 (12.77%) Continuous Improvement
13 17 (12.06%) Migration
14 15 (10.64%) Project Management
14 15 (10.64%) Stakeholder Management
15 14 (9.93%) Data Analytics
15 14 (9.93%) Data Visualisation
15 14 (9.93%) SDLC
Programming Languages
1 61 (43.26%) SQL
2 28 (19.86%) T-SQL
3 6 (4.26%) PL/SQL
3 6 (4.26%) Shell Script
3 6 (4.26%) VB
3 6 (4.26%) VBScript
Qualifications
1 20 (14.18%) Degree
2 2 (1.42%) ITIL Certification
2 2 (1.42%) Microsoft Certification
Quality Assurance & Compliance
1 3 (2.13%) SLA
2 2 (1.42%) ISO/IEC 27001
3 1 (0.71%) QA
System Software
1 7 (4.96%) Apache Flume
1 7 (4.96%) HDFS
Systems Management
1 2 (1.42%) Systems Management Server (SMS)
2 1 (0.71%) Oracle EDQ
2 1 (0.71%) SCCM
Vendors
1 56 (39.72%) Microsoft
2 31 (21.99%) Oracle
3 13 (9.22%) Tableau
4 8 (5.67%) Informatica
5 7 (4.96%) Cloudera
5 7 (4.96%) Hortonworks
5 7 (4.96%) MapR
5 7 (4.96%) Netezza
5 7 (4.96%) Talend
5 7 (4.96%) Teradata
6 4 (2.84%) Capita
7 3 (2.13%) Ab Initio
8 1 (0.71%) DataFlux
8 1 (0.71%) Datanomic
8 1 (0.71%) Sagent
8 1 (0.71%) SolarWinds
Bradford, West Yorkshire
Spring Technology
Salary: £55000.00 - £65000.00 per annum
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £60000 per annum
Posted: 2 days ago
York
Hays Specialist Recruitment
Salary: £28000.00 - £35000.00 per annum + Fixed Term Contract
Posted: 22 days ago