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

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 148 150 161
Rank change year-on-year
+2 +11
Permanent jobs citing Data Quality 51 57 61
As % of all permanent IT jobs located in West Yorkshire 1.26% 1.27% 1.22%
As % of the Quality Assurance & Compliance category 11.33% 10.71% 8.83%
Number of salaries quoted 32 47 58
Median salary £50,000 £37,500 £43,000
Median salary % change year-on-year
+33.33% -12.79%
90% offered a salary of more than £25,550 £33,600 £31,500
10% offered a salary of more than £60,000 £46,600 £50,000
UK excluding London median salary £45,000 £40,000 £47,250
% change year-on-year
+12.50% -15.34%
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
450 532 691
As % of all permanent IT jobs located in West Yorkshire 11.15% 11.86% 13.77%
Number of salaries quoted 357 383 537
Median salary £42,500 £40,000 £37,250
Median salary % change year-on-year
+6.25% +7.38%
90% offered a salary of more than £26,000 £30,000 £25,000
10% offered a salary of more than £65,000 £65,000 £51,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year
+5.88% +4.93%

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 28 May 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 28 May 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 37 £38,750 +3.33% 4
Bradford +9 11 £55,000 +37.50%
Data Quality
Yorkshire

Data Quality
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 28 May 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 70 (52.24%) SQL
2 69 (51.49%) Data Warehouse
3 59 (44.03%) Business Intelligence
4 54 (40.30%) MS Excel
5 52 (38.81%) SQL Server
6 49 (36.57%) SQL Server Integration Services
7 45 (33.58%) Microsoft
8 41 (30.60%) E-Commerce
8 41 (30.60%) ETL
8 41 (30.60%) Data Governance
9 38 (28.36%) Agile Software Development
10 36 (26.87%) Oracle
10 36 (26.87%) Big Data
11 35 (26.12%) Kimball Methodology
12 32 (23.88%) SQL Server Reporting Services
12 32 (23.88%) SQL Server Analysis Services
13 30 (22.39%) Marketing
13 30 (22.39%) Finance
14 29 (21.64%) Data Modelling
14 29 (21.64%) T-SQL
15 28 (20.90%) Visualisation
16 27 (20.15%) CRM
17 26 (19.40%) Data Architecture
18 25 (18.66%) .NET
18 25 (18.66%) Inmon Methodology
18 25 (18.66%) SQL Server 2012
19 24 (17.91%) SQL Server 2014
20 23 (17.16%) High Availability
21 20 (14.93%) Data Management
21 20 (14.93%) Migration

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 10 (7.46%) Apache Pig
1 10 (7.46%) Apache Spark
2 6 (4.48%) SharePoint
3 2 (1.49%) CMS
Applications
1 54 (40.30%) MS Excel
2 8 (5.97%) MS Office
3 3 (2.24%) MS PowerPoint
3 3 (2.24%) MS Visio
Cloud Services
1 2 (1.49%) Office 365
Database & Business Intelligence
1 69 (51.49%) Data Warehouse
2 52 (38.81%) SQL Server
3 49 (36.57%) SQL Server Integration Services
4 36 (26.87%) Big Data
5 32 (23.88%) SQL Server Analysis Services
5 32 (23.88%) SQL Server Reporting Services
6 25 (18.66%) SQL Server 2012
7 24 (17.91%) SQL Server 2014
8 14 (10.45%) QlikView
9 13 (9.70%) Data Mining
9 13 (9.70%) Power BI
10 10 (7.46%) Apache Hive
10 10 (7.46%) DB2
10 10 (7.46%) Hadoop
10 10 (7.46%) Impala
10 10 (7.46%) MySQL
11 6 (4.48%) BusinessObjects
11 6 (4.48%) BusinessObjects XI
11 6 (4.48%) Oracle Reports
12 5 (3.73%) Relational Database
Development Applications
1 10 (7.46%) Talend Open Studio
2 6 (4.48%) Oracle APEX
3 5 (3.73%) JIRA
4 2 (1.49%) ERwin
4 2 (1.49%) Team Foundation Server
General
1 30 (22.39%) Finance
1 30 (22.39%) Marketing
2 8 (5.97%) Retail
3 7 (5.22%) Back Office
4 5 (3.73%) Electronics
4 5 (3.73%) Manufacturing
4 5 (3.73%) Publishing
5 1 (0.75%) Automotive
5 1 (0.75%) Banking
5 1 (0.75%) German Language
Job Titles
1 26 (19.40%) Developer
2 25 (18.66%) Analyst
3 24 (17.91%) Data Manager
4 22 (16.42%) Business Intelligence Developer
5 17 (12.69%) Architect
5 17 (12.69%) Data Architect
6 16 (11.94%) Data Warehouse Architect
6 16 (11.94%) ETL Architect
7 15 (11.19%) Data Quality Manager
7 15 (11.19%) SSIS Developer
8 14 (10.45%) SQL BI Developer
8 14 (10.45%) SQL Developer
8 14 (10.45%) SSAS Developer
8 14 (10.45%) T-SQL Developer
9 12 (8.96%) Data Governance Analyst
9 12 (8.96%) Data Governance Manager
9 12 (8.96%) Governance Manager
10 10 (7.46%) Data Analyst
10 10 (7.46%) Data Modeller
10 10 (7.46%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 25 (18.66%) .NET
2 14 (10.45%) MDX
3 10 (7.46%) Kafka
4 8 (5.97%) Velocity
5 5 (3.73%) COM
6 2 (1.49%) CSS
6 2 (1.49%) HTML
Miscellaneous
1 28 (20.90%) Visualisation
2 13 (9.70%) Management Information System
3 9 (6.72%) Analytical Skills
4 5 (3.73%) Data Structures
4 5 (3.73%) Digital Media
5 3 (2.24%) Reference Data
6 2 (1.49%) IVR
6 2 (1.49%) User Experience
7 1 (0.75%) Cybercrime
7 1 (0.75%) Data Integration
Operating Systems
1 6 (4.48%) Linux
1 6 (4.48%) Unix
Processes & Methodologies
1 59 (44.03%) Business Intelligence
2 41 (30.60%) Data Governance
2 41 (30.60%) E-Commerce
2 41 (30.60%) ETL
3 38 (28.36%) Agile Software Development
4 35 (26.12%) Kimball Methodology
5 29 (21.64%) Data Modelling
6 27 (20.15%) CRM
7 26 (19.40%) Data Architecture
8 25 (18.66%) Inmon Methodology
9 23 (17.16%) High Availability
10 20 (14.93%) Data Management
10 20 (14.93%) Data Visualisation
10 20 (14.93%) Migration
11 18 (13.43%) Line Management
11 18 (13.43%) SDLC
12 17 (12.69%) Use Case
13 16 (11.94%) Analytics
13 16 (11.94%) Data Migration
14 13 (9.70%) Information Governance
Programming Languages
1 70 (52.24%) SQL
2 29 (21.64%) T-SQL
3 6 (4.48%) PL/SQL
3 6 (4.48%) Shell Script
3 6 (4.48%) VB
3 6 (4.48%) VBScript
Qualifications
1 7 (5.22%) Degree
2 1 (0.75%) Microsoft Certification
Quality Assurance & Compliance
1 1 (0.75%) SLA
System Software
1 10 (7.46%) Apache Flume
1 10 (7.46%) HDFS
Systems Management
1 5 (3.73%) Oracle EDQ
2 2 (1.49%) Systems Management Server (SMS)
Vendors
1 45 (33.58%) Microsoft
2 36 (26.87%) Oracle
3 17 (12.69%) Tableau
4 15 (11.19%) Informatica
5 10 (7.46%) Cloudera
5 10 (7.46%) Hortonworks
5 10 (7.46%) MapR
5 10 (7.46%) Netezza
5 10 (7.46%) Talend
5 10 (7.46%) Teradata
6 6 (4.48%) Ab Initio
7 5 (3.73%) DataFlux
7 5 (3.73%) Datanomic
8 4 (2.99%) Capita
9 1 (0.75%) Sagent
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Spring Technology
Salary: £26000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 4 days ago
Leeds
Capita plc
Posted: 25 days ago