The table below looks at the statistics for Data Governance skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Governance over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Governance
Rank 83 91 104
Rank change year-on-year
+8 +13
Permanent jobs citing Data Governance 10 7 12
As % of all permanent IT jobs located in Edinburgh 0.81% 0.54% 0.76%
As % of the Processes & Methodologies category 0.89% 0.61% 0.87%
Number of salaries quoted 4 2 7
Median salary £47,500 £56,250 £95,000
Median salary % change year-on-year
-15.55% -40.78%
UK excluding London median salary £55,000 £49,205 £50,000
% change year-on-year
+11.77% -1.58%
Data Governance
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1123 1154 1384
As % of all permanent IT jobs located in Edinburgh 90.93% 88.70% 87.98%
Number of salaries quoted 680 693 899
Median salary £47,500 £45,000 £43,000
Median salary % change year-on-year
+5.55% +4.65%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Governance
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Data Governance as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Governance Jobs Demand Trend in Edinburgh

Data Governance
Salary Trend in Edinburgh

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

Data Governance Salary Trend in Edinburgh

Data Governance
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 May 2016, IT jobs citing Data Governance 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 Governance.

1 18 (60.00%) Data Management
1 18 (60.00%) MS PowerPoint
2 16 (53.33%) Banking
2 16 (53.33%) Finance
3 15 (50.00%) Data Modelling
4 14 (46.67%) Analytics
5 13 (43.33%) Hadoop
5 13 (43.33%) ETL
5 13 (43.33%) SAS
6 12 (40.00%) Management Information System
6 12 (40.00%) Business Analysis
6 12 (40.00%) Degree
6 12 (40.00%) Computer Science
7 10 (33.33%) MS Excel
7 10 (33.33%) QlikView
7 10 (33.33%) Analytical Skills
7 10 (33.33%) Dashboard Development
7 10 (33.33%) Anti-Money Laundering
8 9 (30.00%) Data Analysis
9 8 (26.67%) Workflow
9 8 (26.67%) Project Management
9 8 (26.67%) Technical Analysis
10 7 (23.33%) Data Warehouse
11 6 (20.00%) Risk Management
11 6 (20.00%) Information Security
11 6 (20.00%) Business Intelligence
11 6 (20.00%) Visualisation
11 6 (20.00%) Tableau
12 5 (16.67%) Big Data
12 5 (16.67%) Agile Software Development

Data Governance
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 13 (43.33%) SAS
2 4 (13.33%) Apache Spark
Applications
1 18 (60.00%) MS PowerPoint
2 10 (33.33%) MS Excel
3 4 (13.33%) Stata
Business Applications
1 1 (3.33%) SAP MDM
1 1 (3.33%) SAP PM
Database & Business Intelligence
1 13 (43.33%) Hadoop
2 10 (33.33%) QlikView
3 7 (23.33%) Data Warehouse
4 5 (16.67%) Big Data
5 4 (13.33%) Data Mining
5 4 (13.33%) MongoDB
5 4 (13.33%) PostgreSQL
5 4 (13.33%) SQL Server
6 2 (6.67%) Spotfire
7 1 (3.33%) Apache Hive
7 1 (3.33%) HBase
7 1 (3.33%) OLAP
7 1 (3.33%) Oracle OLAP
General
1 16 (53.33%) Banking
1 16 (53.33%) Finance
2 5 (16.67%) Games
3 3 (10.00%) Retail
4 2 (6.67%) Retail Banking
5 1 (3.33%) Back Office
5 1 (3.33%) Telecoms
Job Titles
1 10 (33.33%) Developer
2 9 (30.00%) Analyst
3 8 (26.67%) Business Analyst
3 8 (26.67%) QlikView Developer
4 7 (23.33%) Senior Analyst
5 6 (20.00%) Senior Business Analyst
6 5 (16.67%) Senior Developer
7 4 (13.33%) Data Manager
7 4 (13.33%) Data Scientist
8 3 (10.00%) Senior QlikView Developer
9 2 (6.67%) Compliance Analyst
9 2 (6.67%) Compliance Business Analyst
9 2 (6.67%) Data Governance Analyst
9 2 (6.67%) Data Governance Manager
9 2 (6.67%) Governance Manager
9 2 (6.67%) Head of Delivery
9 2 (6.67%) Head of Management Information
9 2 (6.67%) Risk Analyst
9 2 (6.67%) Risk Business Analyst
9 2 (6.67%) Technical Developer
Libraries, Frameworks & Software Standards
1 4 (13.33%) D3.js
2 1 (3.33%) REST
Miscellaneous
1 12 (40.00%) Computer Science
1 12 (40.00%) Management Information System
2 10 (33.33%) Analytical Skills
3 6 (20.00%) Visualisation
4 4 (13.33%) Applied Mathematics
4 4 (13.33%) Informatics
4 4 (13.33%) Mathematics
4 4 (13.33%) Statistics
Processes & Methodologies
1 18 (60.00%) Data Management
2 15 (50.00%) Data Modelling
3 14 (46.67%) Analytics
4 13 (43.33%) ETL
5 12 (40.00%) Business Analysis
6 10 (33.33%) Anti-Money Laundering
6 10 (33.33%) Dashboard Development
7 9 (30.00%) Data Analysis
8 8 (26.67%) Project Management
8 8 (26.67%) Technical Analysis
8 8 (26.67%) Workflow
9 6 (20.00%) Business Intelligence
9 6 (20.00%) Information Security
9 6 (20.00%) Risk Management
10 5 (16.67%) Agile Software Development
11 4 (13.33%) Data Visualisation
11 4 (13.33%) Statistical Modelling
12 3 (10.00%) Line Management
13 2 (6.67%) Data Architecture
14 1 (3.33%) Kanban
Programming Languages
1 4 (13.33%) Python
1 4 (13.33%) R
1 4 (13.33%) Scala
2 2 (6.67%) VBA
3 1 (3.33%) Perl
3 1 (3.33%) Shell Script
3 1 (3.33%) SQL
Qualifications
1 12 (40.00%) Degree
Quality Assurance & Compliance
1 2 (6.67%) Data Quality
Vendors
1 6 (20.00%) Tableau
2 4 (13.33%) Greenplum
2 4 (13.33%) Microsoft
3 2 (6.67%) Cognos
3 2 (6.67%) SAP
4 1 (3.33%) IBM
4 1 (3.33%) Informatica
4 1 (3.33%) MicroStrategy
4 1 (3.33%) Oracle