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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 87 94 101
Rank change year-on-year
+7 +7
Permanent jobs citing Data Quality 12 11 9
As % of all permanent IT jobs located in Edinburgh 1.00% 0.75% 0.60%
As % of the Quality Assurance & Compliance category 9.68% 5.05% 5.03%
Number of salaries quoted 4 9 7
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year
-5.26% +5.55%
90% offered a salary of more than £42,495 £39,000 £37,500
10% offered a salary of more than £62,500 £48,000 £80,000
UK excluding London median salary £45,000 £44,250 £47,500
% change year-on-year
+1.69% -6.84%
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
124 218 179
As % of all permanent IT jobs located in Edinburgh 10.32% 14.93% 12.00%
Number of salaries quoted 66 152 100
Median salary £50,000 £45,000 £40,500
Median salary % change year-on-year
+11.11% +11.11%
90% offered a salary of more than £35,000 £33,500 £30,000
10% offered a salary of more than £70,000 £52,500 £65,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year
+5.88% +4.93%

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 26 July 2016.

Data Quality Salary Histogram in Edinburgh

Data Quality
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 July 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 15 (75.00%) Data Management
2 14 (70.00%) Business Intelligence
3 12 (60.00%) Data Warehouse
4 11 (55.00%) Finance
5 10 (50.00%) SQL
6 9 (45.00%) SQL Server Reporting Services
6 9 (45.00%) SQL Server Integration Services
6 9 (45.00%) SQL Server Analysis Services
7 8 (40.00%) BusinessObjects
7 8 (40.00%) Analytics
7 8 (40.00%) Analytical Skills
8 7 (35.00%) Data Modelling
8 7 (35.00%) MS Excel
8 7 (35.00%) Agile Software Development
9 6 (30.00%) Data Integration
9 6 (30.00%) Visualisation
10 5 (25.00%) Tableau
10 5 (25.00%) QA
10 5 (25.00%) SQL Server
11 4 (20.00%) VBA
11 4 (20.00%) MS Access
11 4 (20.00%) Cognos
11 4 (20.00%) PRINCE2
11 4 (20.00%) ETL
11 4 (20.00%) QlikView
11 4 (20.00%) PRINCE2 Practitioner
11 4 (20.00%) Enterprise Data Management
11 4 (20.00%) User Acceptance Testing
11 4 (20.00%) Stakeholder Management
11 4 (20.00%) Data Governance

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 (10.00%) Apache Spark
1 2 (10.00%) SAS
Applications
1 7 (35.00%) MS Excel
Cloud Services
1 3 (15.00%) Google Analytics
2 1 (5.00%) Google Cloud Platform
Database & Business Intelligence
1 12 (60.00%) Data Warehouse
2 9 (45.00%) SQL Server Analysis Services
2 9 (45.00%) SQL Server Integration Services
2 9 (45.00%) SQL Server Reporting Services
3 8 (40.00%) BusinessObjects
4 5 (25.00%) SQL Server
5 4 (20.00%) Big Data
5 4 (20.00%) MS Access
5 4 (20.00%) QlikView
5 4 (20.00%) Relational Database
6 3 (15.00%) SQL Server 2012
6 3 (15.00%) SQL Server 2014
7 2 (10.00%) Enterprise Data Warehouse
8 1 (5.00%) BigQuery
Development Applications
1 4 (20.00%) Talend Open Studio
2 3 (15.00%) Team Foundation Server
2 3 (15.00%) Visual Studio
General
1 11 (55.00%) Finance
2 2 (10.00%) Marketing
3 1 (5.00%) Banking
3 1 (5.00%) Retail
3 1 (5.00%) Retail Banking
Job Titles
1 13 (65.00%) Developer
2 7 (35.00%) Business Intelligence Developer
3 5 (25.00%) Consultant
4 4 (20.00%) Business Intelligence Consultant
4 4 (20.00%) Database Developer
5 2 (10.00%) SQL Developer
6 1 (5.00%) Analyst
6 1 (5.00%) Analyst Programmer
6 1 (5.00%) Architect
6 1 (5.00%) Data Analytics Consultant
6 1 (5.00%) Data Architect
6 1 (5.00%) Data Consultant
6 1 (5.00%) Data Manager
6 1 (5.00%) Lead Architect
6 1 (5.00%) Lead Data Architect
6 1 (5.00%) Oracle Analyst
6 1 (5.00%) Oracle Analyst Programmer
6 1 (5.00%) Programmer
6 1 (5.00%) Senior Consultant
6 1 (5.00%) Senior Developer
Miscellaneous
1 8 (40.00%) Analytical Skills
2 6 (30.00%) Data Integration
2 6 (30.00%) Visualisation
3 4 (20.00%) Data Structures
4 3 (15.00%) Enterprise Software
Processes & Methodologies
1 15 (75.00%) Data Management
2 14 (70.00%) Business Intelligence
3 8 (40.00%) Analytics
4 7 (35.00%) Agile Software Development
4 7 (35.00%) Data Modelling
5 4 (20.00%) Change Control
5 4 (20.00%) Data Governance
5 4 (20.00%) Data Reconciliation
5 4 (20.00%) Enterprise Data Management
5 4 (20.00%) ETL
5 4 (20.00%) Master Data Management
5 4 (20.00%) PRINCE2
5 4 (20.00%) Stakeholder Management
5 4 (20.00%) User Acceptance Testing
6 3 (15.00%) Process Management
6 3 (15.00%) Project Management
6 3 (15.00%) Scrum
6 3 (15.00%) Statistical Modelling
7 2 (10.00%) Information Management
7 2 (10.00%) Risk Management
Programming Languages
1 10 (50.00%) SQL
2 4 (20.00%) VBA
3 3 (15.00%) C#
3 3 (15.00%) R
3 3 (15.00%) T-SQL
4 2 (10.00%) Python
5 1 (5.00%) PL/SQL
5 1 (5.00%) VB
Qualifications
1 4 (20.00%) PRINCE2 Practitioner
1 4 (20.00%) Security Cleared
2 1 (5.00%) CISA
2 1 (5.00%) CISM
2 1 (5.00%) CISSP
2 1 (5.00%) CRISC
2 1 (5.00%) Degree
Quality Assurance & Compliance
1 5 (25.00%) QA
2 1 (5.00%) ISO/IEC 27001
Vendors
1 5 (25.00%) Tableau
2 4 (20.00%) Cognos
2 4 (20.00%) Talend
3 3 (15.00%) Google
3 3 (15.00%) Microsoft
4 1 (5.00%) Oracle
Edinburgh, Midlothian
Sanderson
Salary: £30000.00 - £45000.00 per annum + Benefits
Posted: 5 days ago