The table below looks at the statistics for Data Quality skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank 172 157 178
Rank change year-on-year
-15 +21
Permanent jobs citing Data Quality 40 57 52
As % of all permanent IT jobs located in West Yorkshire 1.03% 1.23% 1.05%
As % of the Quality Assurance & Compliance category 8.83% 10.09% 7.91%
Number of salaries quoted 30 46 48
Median salary £40,000 £40,000 £50,000
Median salary % change year-on-year
- -20.00%
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
Data Quality
Yorkshire

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 West Yorkshire region.

Quality Assurance & Compliance Category
West Yorkshire
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
453 565 657
As % of all permanent IT jobs located in West Yorkshire 11.67% 12.15% 13.32%
Number of salaries quoted 385 411 476
Median salary £42,500 £40,000 £36,500
Median salary % change year-on-year
+6.25% +9.58%
90% offered a salary of more than £26,000 £27,500 £27,500
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 West Yorkshire

The demand trend of job ads across the West 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 West Yorkshire

Data Quality
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality across the West Yorkshire region.

Data Quality Salary Trend in West Yorkshire

Data Quality
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Data Quality across the West Yorkshire region over the 3 months to 29 June 2016.

Data Quality Salary Histogram in West Yorkshire

Data Quality
Job Locations in West 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 West Yorkshire region over the 3 months to 29 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
Leeds +8 28 £26,119 -32.59% 4
Bradford +6 8 £50,000 +11.11% 1
Data Quality
Yorkshire

Data Quality
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 29 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 West Yorkshire region with a requirement for Data Quality.

1 59 (48.76%) Data Warehouse
2 56 (46.28%) SQL
3 52 (42.98%) Business Intelligence
4 49 (40.50%) Microsoft
5 46 (38.02%) MS Excel
6 44 (36.36%) SQL Server
7 42 (34.71%) SQL Server Integration Services
8 37 (30.58%) Data Governance
9 35 (28.93%) ETL
10 32 (26.45%) Agile Software Development
11 29 (23.97%) Oracle
11 29 (23.97%) Kimball Methodology
12 28 (23.14%) E-Commerce
12 28 (23.14%) SQL Server Reporting Services
12 28 (23.14%) SQL Server Analysis Services
13 27 (22.31%) Data Modelling
13 27 (22.31%) Finance
14 25 (20.66%) T-SQL
15 24 (19.83%) Data Architecture
16 23 (19.01%) Big Data
17 22 (18.18%) Marketing
18 21 (17.36%) CRM
19 19 (15.70%) Inmon Methodology
19 19 (15.70%) SQL Server 2012
20 17 (14.05%) SQL Server 2014
21 16 (13.22%) Data Management
21 16 (13.22%) Migration
22 15 (12.40%) .NET
22 15 (12.40%) Visualisation
22 15 (12.40%) High Availability

Data Quality
Top Related IT Skills in West 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 (5.79%) Apache Pig
1 7 (5.79%) Apache Spark
2 5 (4.13%) SharePoint
3 2 (1.65%) CMS
Applications
1 46 (38.02%) MS Excel
2 8 (6.61%) MS Office
Cloud Services
1 2 (1.65%) Office 365
Communications & Networking
1 1 (0.83%) DHCP
Database & Business Intelligence
1 59 (48.76%) Data Warehouse
2 44 (36.36%) SQL Server
3 42 (34.71%) SQL Server Integration Services
4 28 (23.14%) SQL Server Analysis Services
4 28 (23.14%) SQL Server Reporting Services
5 23 (19.01%) Big Data
6 19 (15.70%) SQL Server 2012
7 17 (14.05%) SQL Server 2014
8 14 (11.57%) QlikView
9 10 (8.26%) DB2
9 10 (8.26%) MySQL
9 10 (8.26%) Power BI
10 9 (7.44%) Data Mining
11 7 (5.79%) Apache Hive
11 7 (5.79%) Hadoop
11 7 (5.79%) Impala
11 7 (5.79%) Relational Database
12 5 (4.13%) BusinessObjects
12 5 (4.13%) BusinessObjects XI
12 5 (4.13%) Oracle Reports
Development Applications
1 7 (5.79%) Talend Open Studio
2 6 (4.96%) JIRA
2 6 (4.96%) Team Foundation Server
3 5 (4.13%) Oracle APEX
4 1 (0.83%) ERwin
General
1 27 (22.31%) Finance
2 22 (18.18%) Marketing
3 6 (4.96%) Back Office
3 6 (4.96%) German Language
4 5 (4.13%) Electronics
4 5 (4.13%) Manufacturing
4 5 (4.13%) Publishing
4 5 (4.13%) Retail
5 3 (2.48%) Automotive
6 1 (0.83%) Banking
Job Titles
1 27 (22.31%) Analyst
2 24 (19.83%) Data Manager
3 22 (18.18%) Developer
4 18 (14.88%) Business Intelligence Developer
5 15 (12.40%) Data Quality Manager
6 14 (11.57%) Architect
6 14 (11.57%) Data Architect
7 12 (9.92%) Data Governance Analyst
7 12 (9.92%) Data Governance Manager
7 12 (9.92%) Data Warehouse Architect
7 12 (9.92%) ETL Architect
7 12 (9.92%) Governance Manager
8 11 (9.09%) Data Analyst
8 11 (9.09%) SQL BI Developer
8 11 (9.09%) SQL Developer
8 11 (9.09%) SSIS Developer
9 10 (8.26%) Data Modeller
9 10 (8.26%) Senior Data Modeller
9 10 (8.26%) SSAS Developer
10 9 (7.44%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 15 (12.40%) .NET
2 11 (9.09%) MDX
3 7 (5.79%) Kafka
3 7 (5.79%) Velocity
4 2 (1.65%) COM
4 2 (1.65%) CSS
4 2 (1.65%) HTML
5 1 (0.83%) JSON
5 1 (0.83%) Web Services
5 1 (0.83%) XML
Miscellaneous
1 15 (12.40%) Visualisation
2 12 (9.92%) Management Information System
3 6 (4.96%) Analytical Skills
3 6 (4.96%) Data Structures
4 5 (4.13%) Digital Media
5 3 (2.48%) Reference Data
6 2 (1.65%) Data Integration
6 2 (1.65%) IVR
6 2 (1.65%) User Experience
7 1 (0.83%) CMDB
7 1 (0.83%) Cybercrime
7 1 (0.83%) Data Protection Act
7 1 (0.83%) N-Tier
Operating Systems
1 5 (4.13%) Linux
1 5 (4.13%) Unix
Processes & Methodologies
1 52 (42.98%) Business Intelligence
2 37 (30.58%) Data Governance
3 35 (28.93%) ETL
4 32 (26.45%) Agile Software Development
5 29 (23.97%) Kimball Methodology
6 28 (23.14%) E-Commerce
7 27 (22.31%) Data Modelling
8 24 (19.83%) Data Architecture
9 21 (17.36%) CRM
10 19 (15.70%) Inmon Methodology
11 16 (13.22%) Data Management
11 16 (13.22%) Migration
12 15 (12.40%) High Availability
13 13 (10.74%) Analytics
13 13 (10.74%) Information Governance
14 12 (9.92%) Data Migration
14 12 (9.92%) Data Visualisation
14 12 (9.92%) Line Management
14 12 (9.92%) SDLC
14 12 (9.92%) Use Case
Programming Languages
1 56 (46.28%) SQL
2 25 (20.66%) T-SQL
3 5 (4.13%) PL/SQL
3 5 (4.13%) Shell Script
3 5 (4.13%) VB
3 5 (4.13%) VBScript
Qualifications
1 10 (8.26%) Degree
2 2 (1.65%) ITIL Certification
2 2 (1.65%) Microsoft Certification
Quality Assurance & Compliance
1 3 (2.48%) SLA
2 2 (1.65%) ISO/IEC 27001
3 1 (0.83%) QA
System Software
1 7 (5.79%) Apache Flume
1 7 (5.79%) HDFS
Systems Management
1 2 (1.65%) Systems Management Server (SMS)
2 1 (0.83%) Oracle EDQ
2 1 (0.83%) SCCM
Vendors
1 49 (40.50%) Microsoft
2 29 (23.97%) Oracle
3 12 (9.92%) Tableau
4 8 (6.61%) Informatica
5 7 (5.79%) Cloudera
5 7 (5.79%) Hortonworks
5 7 (5.79%) MapR
5 7 (5.79%) Netezza
5 7 (5.79%) Talend
5 7 (5.79%) Teradata
6 4 (3.31%) Capita
7 3 (2.48%) Ab Initio
8 1 (0.83%) DataFlux
8 1 (0.83%) Datanomic
8 1 (0.83%) Sagent
8 1 (0.83%) SolarWinds
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 8 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: Yesterday
West Yorkshire
Maclean Moore Consulting
Salary: From £550 to £700 per day
Posted: 2 days ago
Wakefield, Yorkshire
Spring Technology
Salary: +benefits
Posted: 20 hours ago
Bradford, West Yorkshire
Spring Technology
Salary: £55000.00 - £65000.00 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £60000 per annum
Posted: 6 days ago