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

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Governance
Rank 154 155 167
Rank change year-on-year
+1 +12
Permanent jobs citing Data Governance 8 13 11
As % of all permanent IT jobs located in Scotland 0.28% 0.41% 0.29%
As % of the Processes & Methodologies category 0.31% 0.46% 0.33%
Number of salaries quoted 4 9 8
Median salary £55,000 £50,000 £85,000
Median salary % change year-on-year
+10.00% -41.17%
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Data Governance
UK

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2560 2800 3285
As % of all permanent IT jobs located in Scotland 90.33% 89.03% 85.79%
Number of salaries quoted 1436 1756 2206
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £65,000 £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 Scotland

The demand trend of job ads across the Scotland 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 Scotland

Data Governance
Salary Trend in Scotland

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

Data Governance Salary Trend in Scotland

Data Governance
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Governance within the Scotland region over the 3 months to 25 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +9 6 £55,000 +10.00% 2
Glasgow - 2 - -
Data Governance
UK

Data Governance
Top 30 Related IT Skills in Scotland

For the 6 months to 25 June 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 Scotland region with a requirement for Data Governance.

1 22 (64.71%) Finance
2 21 (61.76%) Data Modelling
3 15 (44.12%) Management Information System
3 15 (44.12%) Data Management
4 14 (41.18%) Agile Software Development
4 14 (41.18%) Banking
4 14 (41.18%) Degree
4 14 (41.18%) Computer Science
4 14 (41.18%) Hadoop
5 13 (38.24%) Data Architecture
5 13 (38.24%) Business Analysis
6 12 (35.29%) MS PowerPoint
6 12 (35.29%) MS Excel
7 11 (32.35%) Analytical Skills
8 10 (29.41%) Big Data
8 10 (29.41%) Data Warehouse
8 10 (29.41%) ETL
8 10 (29.41%) SAS
9 9 (26.47%) Retail
9 9 (26.47%) Games
9 9 (26.47%) Scrum
9 9 (26.47%) Analytics
9 9 (26.47%) Logical Data Model
9 9 (26.47%) Physical Data Model
10 8 (23.53%) Project Management
10 8 (23.53%) Business Intelligence
11 7 (20.59%) Microsoft
11 7 (20.59%) Data Analysis
12 6 (17.65%) Risk Management
12 6 (17.65%) Information Security

Data Governance
Top Related IT Skills in Scotland 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 10 (29.41%) SAS
2 6 (17.65%) Apache Spark
Applications
1 12 (35.29%) MS Excel
1 12 (35.29%) MS PowerPoint
2 5 (14.71%) Stata
3 1 (2.94%) MS Office
Cloud Services
1 2 (5.88%) SaaS
Database & Business Intelligence
1 14 (41.18%) Hadoop
2 10 (29.41%) Big Data
2 10 (29.41%) Data Warehouse
3 5 (14.71%) Data Mining
3 5 (14.71%) MongoDB
3 5 (14.71%) PostgreSQL
3 5 (14.71%) SQL Server
4 4 (11.76%) Apache Hive
4 4 (11.76%) HBase
4 4 (11.76%) OLAP
4 4 (11.76%) Oracle OLAP
4 4 (11.76%) QlikView
5 1 (2.94%) BusinessObjects
Development Applications
1 5 (14.71%) JIRA
General
1 22 (64.71%) Finance
2 14 (41.18%) Banking
3 9 (26.47%) Games
3 9 (26.47%) Retail
4 5 (14.71%) Private Banking
5 4 (11.76%) Telecoms
6 1 (2.94%) Back Office
Job Titles
1 11 (32.35%) Analyst
2 9 (26.47%) Business Analyst
3 8 (23.53%) Senior Analyst
4 7 (20.59%) Senior Business Analyst
5 6 (17.65%) Developer
6 5 (14.71%) Build Manager
6 5 (14.71%) Data Manager
6 5 (14.71%) Data Quality Manager
6 5 (14.71%) Data Scientist
6 5 (14.71%) Product Manager
6 5 (14.71%) Product Owner
6 5 (14.71%) Quality Manager
7 4 (11.76%) Architect
7 4 (11.76%) Data Architect
7 4 (11.76%) QlikView Developer
7 4 (11.76%) Senior Developer
8 3 (8.82%) Risk Analyst
8 3 (8.82%) Risk Business Analyst
8 3 (8.82%) Senior Risk Analyst
9 2 (5.88%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 5 (14.71%) D3.js
2 4 (11.76%) REST
Miscellaneous
1 15 (44.12%) Management Information System
2 14 (41.18%) Computer Science
3 11 (32.35%) Analytical Skills
4 5 (14.71%) Applied Mathematics
4 5 (14.71%) Informatics
4 5 (14.71%) Mathematics
4 5 (14.71%) Statistics
4 5 (14.71%) Visualisation
5 4 (11.76%) Virtual Team
6 2 (5.88%) Data Centre
7 1 (2.94%) Data Integration
Processes & Methodologies
1 21 (61.76%) Data Modelling
2 15 (44.12%) Data Management
3 14 (41.18%) Agile Software Development
4 13 (38.24%) Business Analysis
4 13 (38.24%) Data Architecture
5 10 (29.41%) ETL
6 9 (26.47%) Analytics
6 9 (26.47%) Logical Data Model
6 9 (26.47%) Physical Data Model
6 9 (26.47%) Scrum
7 8 (23.53%) Business Intelligence
7 8 (23.53%) Project Management
8 7 (20.59%) Data Analysis
9 6 (17.65%) Dashboard Development
9 6 (17.65%) Information Security
9 6 (17.65%) Risk Management
10 5 (14.71%) Capacity Planning
10 5 (14.71%) Coaching
10 5 (14.71%) Data Privacy
10 5 (14.71%) Metadata Management
Programming Languages
1 5 (14.71%) Python
1 5 (14.71%) R
1 5 (14.71%) Scala
2 4 (11.76%) Perl
2 4 (11.76%) Shell Script
3 3 (8.82%) SQL
4 2 (5.88%) VBA
Qualifications
1 14 (41.18%) Degree
2 5 (14.71%) CCA
Quality Assurance & Compliance
1 5 (14.71%) Data Quality
2 1 (2.94%) QA
Vendors
1 7 (20.59%) Microsoft
2 5 (14.71%) Greenplum
2 5 (14.71%) Tableau
3 4 (11.76%) Cognos
3 4 (11.76%) Informatica
3 4 (11.76%) Oracle
4 2 (5.88%) MicroStrategy
5 1 (2.94%) Cloudera
5 1 (2.94%) IBM
5 1 (2.94%) Teradata
Edinburgh, Midlothian
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