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

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 137 165 163
Rank change year-on-year
+28 -2
Permanent jobs citing Data Quality 64 50 66
As % of all permanent IT jobs located in West Yorkshire 1.50% 1.05% 1.29%
As % of the Quality Assurance & Compliance category 13.97% 9.36% 9.47%
Number of salaries quoted 34 40 63
Median salary £45,000 £37,500 £42,000
Median salary % change year-on-year
+20.00% -10.71%
90% offered a salary of more than £26,650 £33,900 £31,500
10% offered a salary of more than £57,500 £45,500 £58,000
UK excluding London median salary £45,000 £43,500 £45,000
% change year-on-year
+3.44% -3.33%
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
458 534 697
As % of all permanent IT jobs located in West Yorkshire 10.77% 11.27% 13.60%
Number of salaries quoted 359 378 561
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £26,500 £30,000 £22,500
10% offered a salary of more than £65,000 £69,500 £51,000
UK excluding London median salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

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 3 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 3 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 +3 50 £45,000 +20.00% 8
Bradford +13 13 £50,000 +11.11%
Data Quality
Yorkshire

Data Quality
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 3 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 80 (56.34%) SQL
2 67 (47.18%) Data Warehouse
3 65 (45.77%) Business Intelligence
4 60 (42.25%) MS Excel
5 57 (40.14%) SQL Server Integration Services
6 53 (37.32%) SQL Server
7 50 (35.21%) Microsoft
8 44 (30.99%) E-Commerce
9 42 (29.58%) Agile Software Development
10 41 (28.87%) ETL
11 40 (28.17%) SQL Server Reporting Services
11 40 (28.17%) SQL Server Analysis Services
11 40 (28.17%) Data Governance
12 37 (26.06%) T-SQL
13 36 (25.35%) Oracle
13 36 (25.35%) Big Data
14 35 (24.65%) Kimball Methodology
14 35 (24.65%) Data Modelling
14 35 (24.65%) Visualisation
15 34 (23.94%) Marketing
16 30 (21.13%) Finance
17 27 (19.01%) CRM
17 27 (19.01%) Data Visualisation
18 25 (17.61%) Inmon Methodology
18 25 (17.61%) SQL Server 2012
18 25 (17.61%) .NET
18 25 (17.61%) Data Architecture
19 24 (16.90%) SQL Server 2014
20 23 (16.20%) High Availability
21 21 (14.79%) Data Management

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 (7.04%) Apache Pig
1 10 (7.04%) Apache Spark
2 6 (4.23%) SharePoint
3 2 (1.41%) CMS
Applications
1 60 (42.25%) MS Excel
2 8 (5.63%) MS Office
3 3 (2.11%) MS PowerPoint
3 3 (2.11%) MS Visio
Cloud Services
1 2 (1.41%) Office 365
Database & Business Intelligence
1 67 (47.18%) Data Warehouse
2 57 (40.14%) SQL Server Integration Services
3 53 (37.32%) SQL Server
4 40 (28.17%) SQL Server Analysis Services
4 40 (28.17%) SQL Server Reporting Services
5 36 (25.35%) Big Data
6 25 (17.61%) SQL Server 2012
7 24 (16.90%) SQL Server 2014
8 21 (14.79%) Data Mining
9 16 (11.27%) Power BI
10 14 (9.86%) QlikView
11 10 (7.04%) Apache Hive
11 10 (7.04%) DB2
11 10 (7.04%) Hadoop
11 10 (7.04%) Impala
11 10 (7.04%) MySQL
12 6 (4.23%) BusinessObjects
12 6 (4.23%) BusinessObjects XI
12 6 (4.23%) Oracle Reports
13 5 (3.52%) Relational Database
Development Applications
1 10 (7.04%) Talend Open Studio
2 6 (4.23%) Oracle APEX
3 4 (2.82%) ERwin
4 3 (2.11%) JIRA
5 2 (1.41%) Team Foundation Server
General
1 34 (23.94%) Marketing
2 30 (21.13%) Finance
3 12 (8.45%) Retail
4 7 (4.93%) Back Office
5 5 (3.52%) Electronics
5 5 (3.52%) Manufacturing
5 5 (3.52%) Publishing
6 1 (0.70%) Automotive
6 1 (0.70%) Banking
Job Titles
1 34 (23.94%) Developer
2 29 (20.42%) Analyst
2 29 (20.42%) Business Intelligence Developer
3 21 (14.79%) Data Manager
4 18 (12.68%) SSIS Developer
5 17 (11.97%) Architect
5 17 (11.97%) Data Architect
5 17 (11.97%) SQL BI Developer
5 17 (11.97%) SQL Developer
5 17 (11.97%) SSAS Developer
5 17 (11.97%) T-SQL Developer
6 16 (11.27%) Data Warehouse Architect
6 16 (11.27%) ETL Architect
7 13 (9.15%) Data Quality Manager
8 12 (8.45%) Data Analyst
9 10 (7.04%) Data Modeller
9 10 (7.04%) Database Analyst
9 10 (7.04%) Database Marketing Analyst
9 10 (7.04%) Marketing Analyst
9 10 (7.04%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 25 (17.61%) .NET
2 17 (11.97%) MDX
3 10 (7.04%) Kafka
4 8 (5.63%) Velocity
5 6 (4.23%) COM
6 2 (1.41%) CSS
6 2 (1.41%) HTML
Miscellaneous
1 35 (24.65%) Visualisation
2 13 (9.15%) Management Information System
3 9 (6.34%) Analytical Skills
4 5 (3.52%) Digital Media
5 3 (2.11%) Data Structures
6 2 (1.41%) IVR
6 2 (1.41%) User Experience
7 1 (0.70%) Cybercrime
7 1 (0.70%) Data Integration
7 1 (0.70%) Reference Data
Operating Systems
1 6 (4.23%) Linux
1 6 (4.23%) Unix
Processes & Methodologies
1 65 (45.77%) Business Intelligence
2 44 (30.99%) E-Commerce
3 42 (29.58%) Agile Software Development
4 41 (28.87%) ETL
5 40 (28.17%) Data Governance
6 35 (24.65%) Data Modelling
6 35 (24.65%) Kimball Methodology
7 27 (19.01%) CRM
7 27 (19.01%) Data Visualisation
8 25 (17.61%) Data Architecture
8 25 (17.61%) Inmon Methodology
9 23 (16.20%) High Availability
10 21 (14.79%) Data Management
11 20 (14.08%) Analytics
11 20 (14.08%) Migration
12 18 (12.68%) Line Management
12 18 (12.68%) SDLC
13 17 (11.97%) Use Case
14 16 (11.27%) Data Migration
15 12 (8.45%) Data Analysis
Programming Languages
1 80 (56.34%) SQL
2 37 (26.06%) T-SQL
3 6 (4.23%) PL/SQL
3 6 (4.23%) Shell Script
3 6 (4.23%) VB
3 6 (4.23%) VBScript
4 1 (0.70%) VBA
Qualifications
1 7 (4.93%) Degree
2 1 (0.70%) Microsoft Certification
Quality Assurance & Compliance
1 1 (0.70%) SLA
System Software
1 10 (7.04%) Apache Flume
1 10 (7.04%) HDFS
Systems Management
1 7 (4.93%) Oracle EDQ
2 2 (1.41%) Systems Management Server (SMS)
Vendors
1 50 (35.21%) Microsoft
2 36 (25.35%) Oracle
3 20 (14.08%) Tableau
4 17 (11.97%) Informatica
5 10 (7.04%) Cloudera
5 10 (7.04%) Hortonworks
5 10 (7.04%) MapR
5 10 (7.04%) Netezza
5 10 (7.04%) Talend
5 10 (7.04%) Teradata
6 7 (4.93%) DataFlux
6 7 (4.93%) Datanomic
7 6 (4.23%) Ab Initio
8 4 (2.82%) Capita
9 1 (0.70%) Sagent
Leeds, West Yorkshire
Spring Technology
Salary: £26000 per annum
Posted: 9 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 14 hours ago
Leeds
Capita plc
Posted: 21 hours ago
Halifax, West Yorkshire
Searchability
Salary: £40000 - £50000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £60,000 per annum
Posted: 4 days ago