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

3 months to
29 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 87 78 96
Rank change year-on-year
-9 +18
Permanent jobs citing Data Quality 7 22 22
As % of all permanent IT jobs located in Edinburgh 0.57% 1.60% 1.39%
As % of the Quality Assurance & Compliance category 5.34% 10.38% 14.67%
Number of salaries quoted 5 18 14
Median salary £41,421 £45,000 £68,750
Median salary % change year-on-year
-7.95% -34.54%
90% offered a salary of more than £37,500 £28,550 £29,300
10% offered a salary of more than £45,000 £50,300 £95,000
UK excluding London median salary £45,000 £40,000 £47,250
% change year-on-year
+12.50% -15.34%
Data Quality
Scotland

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 Edinburgh region.

Quality Assurance & Compliance Category
Edinburgh
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
131 212 150
As % of all permanent IT jobs located in Edinburgh 10.70% 15.43% 9.45%
Number of salaries quoted 89 154 88
Median salary £55,000 £45,000 £40,000
Median salary % change year-on-year
+22.22% +12.50%
90% offered a salary of more than £32,500 £26,000 £30,000
10% offered a salary of more than £70,000 £69,050 £60,000
UK excluding London median salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

Data Quality
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh 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 Edinburgh

Data Quality
Salary Trend in Edinburgh

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

Data Quality Salary Trend in Edinburgh

Data Quality
Top 30 Related IT Skills in Edinburgh

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

1 27 (79.41%) Data Warehouse
1 27 (79.41%) Data Management
2 25 (73.53%) SQL Server Reporting Services
2 25 (73.53%) SQL Server Integration Services
2 25 (73.53%) SQL Server Analysis Services
2 25 (73.53%) Business Intelligence
3 24 (70.59%) Agile Software Development
4 22 (64.71%) BusinessObjects
5 20 (58.82%) Stakeholder Management
5 20 (58.82%) ETL
5 20 (58.82%) PRINCE2
5 20 (58.82%) Enterprise Data Management
5 20 (58.82%) QlikView
5 20 (58.82%) Cognos
5 20 (58.82%) PRINCE2 Practitioner
5 20 (58.82%) Security Cleared
5 20 (58.82%) Talend Open Studio
5 20 (58.82%) Visualisation
5 20 (58.82%) Talend
6 12 (35.29%) Finance
7 9 (26.47%) SQL
8 7 (20.59%) Analytical Skills
9 6 (17.65%) Analytics
9 6 (17.65%) SQL Server
9 6 (17.65%) MS Excel
10 5 (14.71%) Unix
10 5 (14.71%) AIX
10 5 (14.71%) Data Modelling
10 5 (14.71%) Informatica
10 5 (14.71%) PowerCenter

Data Quality
Top Related IT Skills in Edinburgh 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 2 (5.88%) SAS
Applications
1 6 (17.65%) MS Excel
Cloud Services
1 4 (11.76%) Google Analytics
2 1 (2.94%) Google Cloud Platform
Database & Business Intelligence
1 27 (79.41%) Data Warehouse
2 25 (73.53%) SQL Server Analysis Services
2 25 (73.53%) SQL Server Integration Services
2 25 (73.53%) SQL Server Reporting Services
3 22 (64.71%) BusinessObjects
4 20 (58.82%) QlikView
5 6 (17.65%) SQL Server
6 5 (14.71%) PowerCenter
7 4 (11.76%) SQL Server 2012
7 4 (11.76%) SQL Server 2014
8 2 (5.88%) Enterprise Data Warehouse
8 2 (5.88%) MS Access
8 2 (5.88%) Relational Database
9 1 (2.94%) Big Data
9 1 (2.94%) BigQuery
Development Applications
1 20 (58.82%) Talend Open Studio
2 4 (11.76%) Team Foundation Server
2 4 (11.76%) Visual Studio
General
1 12 (35.29%) Finance
2 2 (5.88%) Marketing
Job Titles
1 27 (79.41%) Developer
2 25 (73.53%) Consultant
3 23 (67.65%) Business Intelligence Developer
4 20 (58.82%) Business Intelligence Consultant
5 5 (14.71%) AIX Consultant
5 5 (14.71%) Informatica Consultant
5 5 (14.71%) Infrastructure Consultant
5 5 (14.71%) Unix Consultant
6 2 (5.88%) Analyst
6 2 (5.88%) Analyst Programmer
6 2 (5.88%) Database Developer
6 2 (5.88%) Programmer
6 2 (5.88%) SQL Developer
7 1 (2.94%) Oracle Analyst
7 1 (2.94%) Oracle Analyst Programmer
7 1 (2.94%) PL/SQL Programmer
7 1 (2.94%) Senior Developer
7 1 (2.94%) Senior SQL Developer
7 1 (2.94%) SQL Analyst
7 1 (2.94%) SQL Programmer
Miscellaneous
1 20 (58.82%) Visualisation
2 7 (20.59%) Analytical Skills
3 5 (14.71%) Data Integration
4 3 (8.82%) Enterprise Software
5 2 (5.88%) Data Structures
Operating Systems
1 5 (14.71%) AIX
1 5 (14.71%) Unix
Processes & Methodologies
1 27 (79.41%) Data Management
2 25 (73.53%) Business Intelligence
3 24 (70.59%) Agile Software Development
4 20 (58.82%) Enterprise Data Management
4 20 (58.82%) ETL
4 20 (58.82%) PRINCE2
4 20 (58.82%) Stakeholder Management
5 6 (17.65%) Analytics
6 5 (14.71%) Capacity Planning
6 5 (14.71%) Data Modelling
6 5 (14.71%) Master Data Management
6 5 (14.71%) Root Cause Analysis
7 4 (11.76%) Scrum
8 3 (8.82%) Project Management
8 3 (8.82%) Statistical Modelling
9 2 (5.88%) Change Control
9 2 (5.88%) Data Reconciliation
9 2 (5.88%) Marketing Analytics
9 2 (5.88%) Process Management
9 2 (5.88%) User Acceptance Testing
Programming Languages
1 9 (26.47%) SQL
2 4 (11.76%) C#
3 3 (8.82%) R
3 3 (8.82%) T-SQL
4 2 (5.88%) PL/SQL
4 2 (5.88%) VBA
Qualifications
1 20 (58.82%) PRINCE2 Practitioner
1 20 (58.82%) Security Cleared
Quality Assurance & Compliance
1 3 (8.82%) QA
Vendors
1 20 (58.82%) Cognos
1 20 (58.82%) Talend
2 5 (14.71%) Informatica
2 5 (14.71%) Red Hat
3 4 (11.76%) Google
3 4 (11.76%) Microsoft
3 4 (11.76%) Tableau
4 1 (2.94%) Oracle
Edinburgh
Capita Internal Resourcing
Posted: 4 days ago
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 5 days ago