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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Governance
Rank 79 94 104
Rank change year-on-year
+15 +10
Permanent jobs citing Data Governance 19 10 6
As % of all permanent IT jobs located in Edinburgh 1.56% 0.68% 0.40%
As % of the Processes & Methodologies category 1.71% 0.75% 0.46%
Number of salaries quoted 13 7 5
Median salary £55,000 £54,500 £70,000
Median salary % change year-on-year
+0.91% -22.14%
UK excluding London median salary £55,000 £54,500 £55,000
% change year-on-year
+0.91% -0.90%
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
1108 1339 1304
As % of all permanent IT jobs located in Edinburgh 91.19% 90.84% 87.63%
Number of salaries quoted 653 855 870
Median salary £47,500 £44,500 £42,500
Median salary % change year-on-year
+6.74% +4.70%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £67,500 £60,000 £65,000
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
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Governance across the Edinburgh region over the 3 months to 30 July 2016.

Data Governance Salary Histogram in Edinburgh

Data Governance
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 July 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 19 (59.38%) Finance
1 19 (59.38%) Big Data
2 16 (50.00%) Hadoop
2 16 (50.00%) Agile Software Development
2 16 (50.00%) Data Modelling
3 15 (46.88%) Data Warehouse
3 15 (46.88%) Games
4 12 (37.50%) Business Analysis
4 12 (37.50%) ETL
4 12 (37.50%) Degree
4 12 (37.50%) Computer Science
5 11 (34.38%) Data Management
6 10 (31.25%) Retail
6 10 (31.25%) MS Excel
6 10 (31.25%) Data Architecture
6 10 (31.25%) Analytical Skills
6 10 (31.25%) Logical Data Model
7 9 (28.13%) Physical Data Model
7 9 (28.13%) Analytics
7 9 (28.13%) Apache Hive
7 9 (28.13%) REST
7 9 (28.13%) HBase
7 9 (28.13%) Oracle OLAP
7 9 (28.13%) Kanban
7 9 (28.13%) Shell Script
7 9 (28.13%) Informatica
7 9 (28.13%) Perl
7 9 (28.13%) Oracle
7 9 (28.13%) OLAP
7 9 (28.13%) Python

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 8 (25.00%) Apache Spark
1 8 (25.00%) SAS
Applications
1 10 (31.25%) MS Excel
2 7 (21.88%) MS PowerPoint
3 6 (18.75%) Stata
Business Applications
1 2 (6.25%) SAP MDM
Database & Business Intelligence
1 19 (59.38%) Big Data
2 16 (50.00%) Hadoop
3 15 (46.88%) Data Warehouse
4 9 (28.13%) Apache Hive
4 9 (28.13%) HBase
4 9 (28.13%) OLAP
4 9 (28.13%) Oracle OLAP
5 7 (21.88%) Data Mining
5 7 (21.88%) SQL Server
6 6 (18.75%) MongoDB
6 6 (18.75%) PostgreSQL
7 3 (9.38%) QlikView
General
1 19 (59.38%) Finance
2 15 (46.88%) Games
3 10 (31.25%) Retail
4 9 (28.13%) Telecoms
5 4 (12.50%) Banking
6 1 (3.13%) Back Office
6 1 (3.13%) Retail Banking
Job Titles
1 10 (31.25%) Architect
1 10 (31.25%) Data Architect
2 7 (21.88%) Analyst
2 7 (21.88%) Data Scientist
3 6 (18.75%) Business Analyst
4 5 (15.63%) Senior Analyst
4 5 (15.63%) Senior Data Scientist
5 4 (12.50%) Senior Business Analyst
6 3 (9.38%) Developer
6 3 (9.38%) Hadoop Architect
6 3 (9.38%) QlikView Developer
7 2 (6.25%) Compliance Analyst
7 2 (6.25%) Consultant
7 2 (6.25%) Data Consultant
7 2 (6.25%) Risk Analyst
7 2 (6.25%) Risk Business Analyst
7 2 (6.25%) Senior Developer
7 2 (6.25%) Senior QlikView Developer
7 2 (6.25%) Senior Risk Analyst
7 2 (6.25%) Technical Developer
Libraries, Frameworks & Software Standards
1 9 (28.13%) REST
2 6 (18.75%) D3.js
Miscellaneous
1 12 (37.50%) Computer Science
2 10 (31.25%) Analytical Skills
3 8 (25.00%) Visualisation
4 6 (18.75%) Applied Mathematics
4 6 (18.75%) Informatics
4 6 (18.75%) Mathematics
4 6 (18.75%) Statistics
5 3 (9.38%) Management Information System
6 2 (6.25%) Data Integration
7 1 (3.13%) Virtual Team
Processes & Methodologies
1 16 (50.00%) Agile Software Development
1 16 (50.00%) Data Modelling
2 12 (37.50%) Business Analysis
2 12 (37.50%) ETL
3 11 (34.38%) Data Management
4 10 (31.25%) Data Architecture
4 10 (31.25%) Logical Data Model
5 9 (28.13%) Analytics
5 9 (28.13%) Kanban
5 9 (28.13%) Physical Data Model
5 9 (28.13%) Scrum
5 9 (28.13%) Software Engineering
6 7 (21.88%) Business Intelligence
6 7 (21.88%) Project Management
7 6 (18.75%) Data Visualisation
7 6 (18.75%) Statistical Modelling
8 4 (12.50%) People Management
8 4 (12.50%) Risk Management
9 3 (9.38%) Data Analysis
9 3 (9.38%) Stakeholder Management
Programming Languages
1 9 (28.13%) Perl
1 9 (28.13%) Python
1 9 (28.13%) Shell Script
2 6 (18.75%) R
2 6 (18.75%) Scala
3 2 (6.25%) VBA
4 1 (3.13%) SQL
Qualifications
1 12 (37.50%) Degree
2 1 (3.13%) CISA
2 1 (3.13%) CISM
2 1 (3.13%) CISSP
2 1 (3.13%) CRISC
Quality Assurance & Compliance
1 4 (12.50%) Data Quality
2 1 (3.13%) ISO/IEC 27001
Vendors
1 9 (28.13%) Informatica
1 9 (28.13%) Oracle
2 8 (25.00%) Tableau
3 6 (18.75%) Greenplum
3 6 (18.75%) Microsoft
4 2 (6.25%) SAP
5 1 (3.13%) IBM
5 1 (3.13%) MicroStrategy
Edinburgh, Scotland
Edward Carter Solutions
Salary: £70,000 - £75,000 per annum plus allowance, bonus and benefits
Posted: 9 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 16 days ago
Edinburgh, Midlothian
Sanderson
Salary: £35000 - £50000 per annum
Posted: 10 days ago