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

3 months to
6 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 91 85 95
Rank change year-on-year
-6 +10
Permanent jobs citing Data Quality 7 19 21
As % of all permanent IT jobs located in Edinburgh 0.54% 1.39% 1.28%
As % of the Quality Assurance & Compliance category 5.51% 8.88% 15.44%
Number of salaries quoted 5 15 13
Median salary £45,000 £45,000 £85,000
Median salary % change year-on-year
- -47.05%
90% offered a salary of more than £37,500 £26,600 £29,200
10% offered a salary of more than £47,500 £50,600 £95,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
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
127 214 136
As % of all permanent IT jobs located in Edinburgh 9.81% 15.68% 8.29%
Number of salaries quoted 88 140 87
Median salary £53,750 £50,000 £38,500
Median salary % change year-on-year
+7.50% +29.87%
90% offered a salary of more than £32,500 £30,250 £27,500
10% offered a salary of more than £70,000 £69,550 £59,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 6 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 37 (80.43%) Data Management
2 33 (71.74%) Data Warehouse
3 30 (65.22%) Business Intelligence
3 30 (65.22%) SQL Server Reporting Services
3 30 (65.22%) Stakeholder Management
3 30 (65.22%) SQL Server Integration Services
3 30 (65.22%) SQL Server Analysis Services
4 29 (63.04%) Agile Software Development
4 29 (63.04%) BusinessObjects
5 27 (58.70%) Enterprise Data Management
5 27 (58.70%) PRINCE2 Practitioner
5 27 (58.70%) QlikView
5 27 (58.70%) ETL
5 27 (58.70%) Cognos
5 27 (58.70%) PRINCE2
5 27 (58.70%) Security Cleared
5 27 (58.70%) Talend Open Studio
5 27 (58.70%) Visualisation
5 27 (58.70%) Talend
6 12 (26.09%) Finance
7 7 (15.22%) Unix
7 7 (15.22%) AIX
7 7 (15.22%) SQL
7 7 (15.22%) Informatica
7 7 (15.22%) PowerCenter
7 7 (15.22%) Red Hat
7 7 (15.22%) Root Cause Analysis
7 7 (15.22%) Capacity Planning
8 5 (10.87%) Data Governance
8 5 (10.87%) Analytical Skills

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 (4.35%) SAS
Applications
1 4 (8.70%) MS Excel
Business Applications
1 4 (8.70%) SAP MDM
2 1 (2.17%) SAP PM
Cloud Services
1 2 (4.35%) Google Analytics
Database & Business Intelligence
1 33 (71.74%) Data Warehouse
2 30 (65.22%) SQL Server Analysis Services
2 30 (65.22%) SQL Server Integration Services
2 30 (65.22%) SQL Server Reporting Services
3 29 (63.04%) BusinessObjects
4 27 (58.70%) QlikView
5 7 (15.22%) PowerCenter
6 4 (8.70%) SQL Server
7 2 (4.35%) Enterprise Data Warehouse
7 2 (4.35%) MS Access
7 2 (4.35%) Relational Database
7 2 (4.35%) SQL Server 2012
7 2 (4.35%) SQL Server 2014
8 1 (2.17%) Big Data
Development Applications
1 27 (58.70%) Talend Open Studio
2 2 (4.35%) Team Foundation Server
2 2 (4.35%) Visual Studio
General
1 12 (26.09%) Finance
2 2 (4.35%) Marketing
Job Titles
1 34 (73.91%) Consultant
2 32 (69.57%) Developer
3 28 (60.87%) Business Intelligence Developer
4 27 (58.70%) Business Intelligence Consultant
5 7 (15.22%) AIX Consultant
5 7 (15.22%) Informatica Consultant
5 7 (15.22%) Infrastructure Consultant
5 7 (15.22%) Unix Consultant
6 4 (8.70%) Data Manager
7 3 (6.52%) Master Data Manager
7 3 (6.52%) SAP Data Manager
7 3 (6.52%) SAP Manager
7 3 (6.52%) SAP Master Data Manager
8 2 (4.35%) Analyst
8 2 (4.35%) Analyst Programmer
8 2 (4.35%) Architect
8 2 (4.35%) Data Architect
8 2 (4.35%) Database Developer
8 2 (4.35%) Programmer
8 2 (4.35%) SQL Developer
Miscellaneous
1 27 (58.70%) Visualisation
2 5 (10.87%) Analytical Skills
3 3 (6.52%) Data Integration
4 2 (4.35%) Data Structures
5 1 (2.17%) Enterprise Software
Operating Systems
1 7 (15.22%) AIX
1 7 (15.22%) Unix
Processes & Methodologies
1 37 (80.43%) Data Management
2 30 (65.22%) Business Intelligence
2 30 (65.22%) Stakeholder Management
3 29 (63.04%) Agile Software Development
4 27 (58.70%) Enterprise Data Management
4 27 (58.70%) ETL
4 27 (58.70%) PRINCE2
5 7 (15.22%) Capacity Planning
5 7 (15.22%) Root Cause Analysis
6 5 (10.87%) Data Governance
7 4 (8.70%) Analytics
7 4 (8.70%) Data Modelling
8 3 (6.52%) Master Data Management
8 3 (6.52%) Matrix Management
8 3 (6.52%) Project Management
9 2 (4.35%) Change Control
9 2 (4.35%) Data Architecture
9 2 (4.35%) Data Reconciliation
9 2 (4.35%) Marketing Analytics
9 2 (4.35%) User Acceptance Testing
Programming Languages
1 7 (15.22%) SQL
2 2 (4.35%) C#
2 2 (4.35%) PL/SQL
2 2 (4.35%) VBA
3 1 (2.17%) R
3 1 (2.17%) T-SQL
Qualifications
1 27 (58.70%) PRINCE2 Practitioner
1 27 (58.70%) Security Cleared
Quality Assurance & Compliance
1 3 (6.52%) QA
Vendors
1 27 (58.70%) Cognos
1 27 (58.70%) Talend
2 7 (15.22%) Informatica
2 7 (15.22%) Red Hat
3 5 (10.87%) SAP
4 2 (4.35%) Google
4 2 (4.35%) Microsoft
4 2 (4.35%) Oracle
4 2 (4.35%) Tableau
Edinburgh
Capita Internal Resourcing
Posted: 8 days ago