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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 80 73 108
Rank change year-on-year
-7 +35
Permanent jobs citing Data Quality 11 29 4
As % of all permanent IT jobs located in Edinburgh 0.96% 1.84% 0.27%
As % of the Quality Assurance & Compliance category 9.48% 12.95% 1.93%
Number of salaries quoted 4 18 4
Median salary £41,802 £46,250 £31,250
Median salary % change year-on-year
-9.61% +48.00%
90% offered a salary of more than £40,426 £40,000 £25,750
10% offered a salary of more than £61,655 £47,500 £59,500
UK excluding London median salary £45,000 £45,000 £46,500
% change year-on-year
- -3.22%
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
116 224 207
As % of all permanent IT jobs located in Edinburgh 10.08% 14.24% 14.08%
Number of salaries quoted 89 124 144
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 £36,000 £33,500 £28,250
10% offered a salary of more than £65,000 £63,250 £65,000
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
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Quality across the Edinburgh region over the 3 months to 27 September 2016.

Data Quality Salary Histogram in Edinburgh

Data Quality
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 September 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 12 (66.67%) Finance
1 12 (66.67%) Data Management
2 11 (61.11%) Analytics
2 11 (61.11%) Data Modelling
2 11 (61.11%) Business Intelligence
3 9 (50.00%) MS Excel
3 9 (50.00%) Analytical Skills
4 8 (44.44%) SQL
5 7 (38.89%) Data Warehouse
5 7 (38.89%) Data Integration
5 7 (38.89%) Tableau
6 5 (27.78%) Team Foundation Server
6 5 (27.78%) SQL Server Analysis Services
6 5 (27.78%) Master Data Management
6 5 (27.78%) Enterprise Software
6 5 (27.78%) Data Governance
6 5 (27.78%) Agile Software Development
6 5 (27.78%) SQL Server Reporting Services
6 5 (27.78%) Google
6 5 (27.78%) SQL Server Integration Services
6 5 (27.78%) Google Analytics
6 5 (27.78%) Scrum
6 5 (27.78%) Microsoft
6 5 (27.78%) T-SQL
6 5 (27.78%) C#
6 5 (27.78%) SQL Server
6 5 (27.78%) Visual Studio
6 5 (27.78%) SQL Server 2014
6 5 (27.78%) SQL Server 2012
7 4 (22.22%) Statistical Modelling

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 (11.11%) Apache Spark
Applications
1 9 (50.00%) MS Excel
2 1 (5.56%) MS Office
2 1 (5.56%) MS Visio
Cloud Services
1 5 (27.78%) Google Analytics
2 2 (11.11%) Google Cloud Platform
Database & Business Intelligence
1 7 (38.89%) Data Warehouse
2 5 (27.78%) SQL Server
2 5 (27.78%) SQL Server 2012
2 5 (27.78%) SQL Server 2014
2 5 (27.78%) SQL Server Analysis Services
2 5 (27.78%) SQL Server Integration Services
2 5 (27.78%) SQL Server Reporting Services
3 3 (16.67%) Big Data
3 3 (16.67%) BusinessObjects
3 3 (16.67%) MS Access
3 3 (16.67%) Relational Database
4 2 (11.11%) BigQuery
Development Applications
1 5 (27.78%) Team Foundation Server
1 5 (27.78%) Visual Studio
General
1 12 (66.67%) Finance
2 1 (5.56%) Banking
2 1 (5.56%) Financial Institution
2 1 (5.56%) Retail
2 1 (5.56%) Retail Banking
Job Titles
1 7 (38.89%) Developer
2 4 (22.22%) Business Intelligence Developer
3 3 (16.67%) Database Developer
4 2 (11.11%) Consultant
4 2 (11.11%) Data Consultant
5 1 (5.56%) Analyst
5 1 (5.56%) Analyst Programmer
5 1 (5.56%) Analytics Consultant
5 1 (5.56%) Architect
5 1 (5.56%) Data Analytics Consultant
5 1 (5.56%) Data Architect
5 1 (5.56%) Data Governance Consultant
5 1 (5.56%) Data Manager
5 1 (5.56%) Governance Consultant
5 1 (5.56%) Lead Architect
5 1 (5.56%) Lead Data Architect
5 1 (5.56%) Programmer
5 1 (5.56%) Senior Consultant
Miscellaneous
1 9 (50.00%) Analytical Skills
2 7 (38.89%) Data Integration
3 5 (27.78%) Enterprise Software
4 3 (16.67%) Data Structures
5 2 (11.11%) Visualisation
Processes & Methodologies
1 12 (66.67%) Data Management
2 11 (61.11%) Analytics
2 11 (61.11%) Business Intelligence
2 11 (61.11%) Data Modelling
3 5 (27.78%) Agile Software Development
3 5 (27.78%) Data Governance
3 5 (27.78%) Master Data Management
3 5 (27.78%) Scrum
4 4 (22.22%) Statistical Modelling
5 3 (16.67%) Change Control
5 3 (16.67%) Data Reconciliation
5 3 (16.67%) Risk Management
5 3 (16.67%) User Acceptance Testing
6 2 (11.11%) Data Analytics
6 2 (11.11%) Information Management
6 2 (11.11%) Information Security
6 2 (11.11%) People Management
6 2 (11.11%) Process Management
7 1 (5.56%) Data Privacy
7 1 (5.56%) Line Management
Programming Languages
1 8 (44.44%) SQL
2 5 (27.78%) C#
2 5 (27.78%) T-SQL
3 4 (22.22%) R
4 3 (16.67%) VBA
5 2 (11.11%) Python
6 1 (5.56%) VB
Qualifications
1 4 (22.22%) Degree
2 1 (5.56%) CISA
2 1 (5.56%) CISM
2 1 (5.56%) CISSP
2 1 (5.56%) CRISC
Quality Assurance & Compliance
1 3 (16.67%) QA
2 1 (5.56%) ISO/IEC 27001
2 1 (5.56%) PCI DSS
Vendors
1 7 (38.89%) Tableau
2 5 (27.78%) Google
2 5 (27.78%) Microsoft
Edinburgh
Real Staffing
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 4 days ago
Edinburgh
Real Staffing
Salary: £51000 per annum + competitive benefits and car allowance
Posted: 4 days ago
Edinburgh, Midlothian
Tesco Bank
Salary: £Highly Competitive Salary
Posted: 25 days ago