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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 93 81 102
Rank change year-on-year
-12 +21
Permanent jobs citing Data Quality 8 28 7
As % of all permanent IT jobs located in Edinburgh 0.65% 1.80% 0.47%
As % of the Quality Assurance & Compliance category 6.72% 11.11% 3.59%
Number of salaries quoted 1 22 7
Median salary £70,000 £46,250 £37,500
Median salary % change year-on-year
+51.35% +23.33%
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
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
119 252 195
As % of all permanent IT jobs located in Edinburgh 9.61% 16.22% 13.03%
Number of salaries quoted 77 155 118
Median salary £50,000 £45,000 £40,000
Median salary % change year-on-year
+11.11% +12.50%
90% offered a salary of more than £35,100 £33,800 £28,260
10% offered a salary of more than £65,000 £52,500 £64,500
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 25 August 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 10 (66.67%) Business Intelligence
1 10 (66.67%) Finance
1 10 (66.67%) Data Management
2 9 (60.00%) SQL
3 8 (53.33%) Analytics
4 7 (46.67%) MS Excel
4 7 (46.67%) Data Warehouse
4 7 (46.67%) Analytical Skills
5 6 (40.00%) Data Modelling
6 5 (33.33%) SQL Server
6 5 (33.33%) SQL Server Reporting Services
6 5 (33.33%) Tableau
6 5 (33.33%) SQL Server Integration Services
6 5 (33.33%) QA
6 5 (33.33%) SQL Server Analysis Services
6 5 (33.33%) Data Integration
7 4 (26.67%) Data Governance
7 4 (26.67%) Change Control
7 4 (26.67%) User Acceptance Testing
7 4 (26.67%) Big Data
7 4 (26.67%) MS Access
7 4 (26.67%) VBA
7 4 (26.67%) BusinessObjects
7 4 (26.67%) Data Reconciliation
7 4 (26.67%) Relational Database
7 4 (26.67%) Data Structures
8 3 (20.00%) SQL Server 2014
8 3 (20.00%) Enterprise Software
8 3 (20.00%) Microsoft
8 3 (20.00%) C#

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 (13.33%) Apache Spark
1 2 (13.33%) SAS
Applications
1 7 (46.67%) MS Excel
Cloud Services
1 3 (20.00%) Google Analytics
2 1 (6.67%) Google Cloud Platform
Database & Business Intelligence
1 7 (46.67%) Data Warehouse
2 5 (33.33%) SQL Server
2 5 (33.33%) SQL Server Analysis Services
2 5 (33.33%) SQL Server Integration Services
2 5 (33.33%) SQL Server Reporting Services
3 4 (26.67%) Big Data
3 4 (26.67%) BusinessObjects
3 4 (26.67%) MS Access
3 4 (26.67%) Relational Database
4 3 (20.00%) SQL Server 2012
4 3 (20.00%) SQL Server 2014
5 2 (13.33%) Enterprise Data Warehouse
6 1 (6.67%) BigQuery
Development Applications
1 3 (20.00%) Team Foundation Server
1 3 (20.00%) Visual Studio
General
1 10 (66.67%) Finance
2 2 (13.33%) Marketing
3 1 (6.67%) Banking
3 1 (6.67%) Retail
3 1 (6.67%) Retail Banking
Job Titles
1 9 (60.00%) Developer
2 4 (26.67%) Database Developer
3 3 (20.00%) Business Intelligence Developer
4 2 (13.33%) SQL Developer
5 1 (6.67%) Analytics Consultant
5 1 (6.67%) Architect
5 1 (6.67%) Consultant
5 1 (6.67%) Data Analytics Consultant
5 1 (6.67%) Data Architect
5 1 (6.67%) Data Consultant
5 1 (6.67%) Data Manager
5 1 (6.67%) Lead Architect
5 1 (6.67%) Lead Data Architect
5 1 (6.67%) Senior Consultant
5 1 (6.67%) Senior Developer
5 1 (6.67%) Senior SQL Developer
Miscellaneous
1 7 (46.67%) Analytical Skills
2 5 (33.33%) Data Integration
3 4 (26.67%) Data Structures
4 3 (20.00%) Enterprise Software
5 2 (13.33%) Visualisation
Processes & Methodologies
1 10 (66.67%) Business Intelligence
1 10 (66.67%) Data Management
2 8 (53.33%) Analytics
3 6 (40.00%) Data Modelling
4 4 (26.67%) Change Control
4 4 (26.67%) Data Governance
4 4 (26.67%) Data Reconciliation
4 4 (26.67%) User Acceptance Testing
5 3 (20.00%) Agile Software Development
5 3 (20.00%) Master Data Management
5 3 (20.00%) Process Management
5 3 (20.00%) Scrum
5 3 (20.00%) Statistical Modelling
6 2 (13.33%) Data Analytics
6 2 (13.33%) Information Management
6 2 (13.33%) Marketing Analytics
6 2 (13.33%) People Management
6 2 (13.33%) Project Management
6 2 (13.33%) Risk Management
7 1 (6.67%) Line Management
Programming Languages
1 9 (60.00%) SQL
2 4 (26.67%) VBA
3 3 (20.00%) C#
3 3 (20.00%) R
3 3 (20.00%) T-SQL
4 2 (13.33%) Python
5 1 (6.67%) VB
Qualifications
1 1 (6.67%) CISA
1 1 (6.67%) CISM
1 1 (6.67%) CISSP
1 1 (6.67%) CRISC
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 5 (33.33%) QA
2 1 (6.67%) ISO/IEC 27001
2 1 (6.67%) PCI DSS
Vendors
1 5 (33.33%) Tableau
2 3 (20.00%) Google
2 3 (20.00%) Microsoft
Edinburgh
Real Staffing
Salary: £60000 - £70000 per annum + benefits & bonus
Posted: 20 days ago
Edinburgh
Real Staffing
Salary: £60 - £70 per annum + competitive
Posted: 24 days ago