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

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Governance
Rank 64 106 103
Rank change year-on-year
+42 -3
Permanent jobs citing Data Governance 28 5 4
As % of all permanent IT jobs located in Edinburgh 2.30% 0.32% 0.27%
As % of the Processes & Methodologies category 2.52% 0.35% 0.31%
Number of salaries quoted 22 5 4
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 £57,500 £60,000
% change year-on-year
-4.34% -4.16%
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
1110 1422 1277
As % of all permanent IT jobs located in Edinburgh 91.06% 90.11% 86.99%
Number of salaries quoted 755 907 842
Median salary £50,000 £45,000 £42,000
Median salary % change year-on-year
+11.11% +7.14%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 31 August 2016.

Data Governance Salary Histogram in Edinburgh

Data Governance
Top 30 Related IT Skills in Edinburgh

For the 6 months to 31 August 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 20 (55.56%) Finance
1 20 (55.56%) Big Data
2 17 (47.22%) Agile Software Development
3 16 (44.44%) Data Warehouse
3 16 (44.44%) Data Modelling
4 15 (41.67%) Games
4 15 (41.67%) Hadoop
5 14 (38.89%) Data Management
5 14 (38.89%) ETL
6 13 (36.11%) Retail
6 13 (36.11%) Data Architecture
6 13 (36.11%) Logical Data Model
7 12 (33.33%) Physical Data Model
7 12 (33.33%) Kanban
7 12 (33.33%) Oracle OLAP
7 12 (33.33%) Apache Hive
7 12 (33.33%) REST
7 12 (33.33%) HBase
7 12 (33.33%) Telecoms
7 12 (33.33%) Scrum
7 12 (33.33%) Software Engineering
7 12 (33.33%) Informatica
7 12 (33.33%) Shell Script
7 12 (33.33%) Perl
7 12 (33.33%) Oracle
7 12 (33.33%) OLAP
8 10 (27.78%) Stakeholder Management
8 10 (27.78%) People Management
9 8 (22.22%) Mentoring
9 8 (22.22%) Coaching

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 5 (13.89%) Apache Spark
2 4 (11.11%) SAS
Applications
1 5 (13.89%) MS Excel
2 4 (11.11%) MS PowerPoint
3 3 (8.33%) Stata
Business Applications
1 8 (22.22%) SAP MDM
Database & Business Intelligence
1 20 (55.56%) Big Data
2 16 (44.44%) Data Warehouse
3 15 (41.67%) Hadoop
4 12 (33.33%) Apache Hive
4 12 (33.33%) HBase
4 12 (33.33%) OLAP
4 12 (33.33%) Oracle OLAP
5 5 (13.89%) Data Mining
5 5 (13.89%) SQL Server
6 3 (8.33%) MongoDB
6 3 (8.33%) PostgreSQL
7 2 (5.56%) QlikView
General
1 20 (55.56%) Finance
2 15 (41.67%) Games
3 13 (36.11%) Retail
4 12 (33.33%) Telecoms
5 1 (2.78%) Back Office
5 1 (2.78%) Banking
5 1 (2.78%) Retail Banking
Job Titles
1 13 (36.11%) Architect
1 13 (36.11%) Data Architect
2 6 (16.67%) Data Manager
2 6 (16.67%) Master Data Manager
2 6 (16.67%) SAP Data Manager
2 6 (16.67%) SAP Manager
2 6 (16.67%) SAP Master Data Manager
3 5 (13.89%) Analyst
3 5 (13.89%) Data Scientist
3 5 (13.89%) Senior Data Scientist
4 4 (11.11%) Business Analyst
4 4 (11.11%) Hadoop Architect
5 3 (8.33%) Senior Analyst
6 2 (5.56%) Compliance Business Analyst
6 2 (5.56%) Developer
6 2 (5.56%) Risk Analyst
6 2 (5.56%) Risk Business Analyst
6 2 (5.56%) Senior Business Analyst
6 2 (5.56%) Senior Developer
6 2 (5.56%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 12 (33.33%) REST
2 3 (8.33%) D3.js
Miscellaneous
1 7 (19.44%) Computer Science
2 5 (13.89%) Analytical Skills
2 5 (13.89%) Visualisation
3 3 (8.33%) Applied Mathematics
3 3 (8.33%) Informatics
3 3 (8.33%) Mathematics
3 3 (8.33%) Statistics
4 2 (5.56%) Data Integration
Processes & Methodologies
1 17 (47.22%) Agile Software Development
2 16 (44.44%) Data Modelling
3 14 (38.89%) Data Management
3 14 (38.89%) ETL
4 13 (36.11%) Data Architecture
4 13 (36.11%) Logical Data Model
5 12 (33.33%) Kanban
5 12 (33.33%) Physical Data Model
5 12 (33.33%) Scrum
5 12 (33.33%) Software Engineering
6 10 (27.78%) People Management
6 10 (27.78%) Stakeholder Management
7 8 (22.22%) Coaching
7 8 (22.22%) Information Architecture
7 8 (22.22%) Matrix Management
7 8 (22.22%) Matrix Organization
7 8 (22.22%) Mentoring
8 7 (19.44%) Business Analysis
9 5 (13.89%) Business Intelligence
9 5 (13.89%) Project Management
Programming Languages
1 12 (33.33%) Perl
1 12 (33.33%) Shell Script
2 7 (19.44%) Python
3 3 (8.33%) R
3 3 (8.33%) Scala
4 2 (5.56%) VBA
5 1 (2.78%) SQL
Qualifications
1 7 (19.44%) Degree
2 1 (2.78%) CISA
2 1 (2.78%) CISM
2 1 (2.78%) CISSP
2 1 (2.78%) CRISC
Quality Assurance & Compliance
1 4 (11.11%) Data Quality
2 1 (2.78%) ISO/IEC 27001
2 1 (2.78%) PCI DSS
Vendors
1 12 (33.33%) Informatica
1 12 (33.33%) Oracle
2 8 (22.22%) SAP
3 5 (13.89%) Tableau
4 3 (8.33%) Greenplum
4 3 (8.33%) Microsoft
5 1 (2.78%) IBM
5 1 (2.78%) MicroStrategy