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 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 144 150 166
Rank change year-on-year
+6 +16
Permanent jobs citing Data Governance 18 7 13
As % of all permanent IT jobs located in Scotland 0.64% 0.24% 0.34%
As % of the Processes & Methodologies category 0.71% 0.27% 0.40%
Number of salaries quoted 5 2 8
Median salary £45,000 £56,250 £95,000
Median salary % change year-on-year
-20.00% -40.78%
UK excluding London median salary £55,000 £49,205 £50,000
% change year-on-year
+11.77% -1.58%
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
2535 2627 3249
As % of all permanent IT jobs located in Scotland 90.15% 88.96% 84.79%
Number of salaries quoted 1502 1640 2157
Median salary £45,000 £44,500 £42,500
Median salary % change year-on-year
+1.12% +4.70%
90% offered a salary of more than £30,500 £32,500 £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 May 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 +8 10 £47,500 -15.55%
Glasgow - 7 - -
Data Governance
UK

Data Governance
Top 30 Related IT Skills in Scotland

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 Scotland region with a requirement for Data Governance.

1 29 (61.70%) Data Management
2 26 (55.32%) Finance
3 25 (53.19%) Data Modelling
4 22 (46.81%) Management Information System
4 22 (46.81%) Banking
5 18 (38.30%) MS PowerPoint
6 17 (36.17%) Degree
6 17 (36.17%) Computer Science
6 17 (36.17%) Analytical Skills
7 16 (34.04%) Business Analysis
8 15 (31.91%) Hadoop
8 15 (31.91%) Analytics
8 15 (31.91%) MS Excel
9 14 (29.79%) SAS
10 13 (27.66%) ETL
11 11 (23.40%) Project Management
11 11 (23.40%) Data Architecture
11 11 (23.40%) Agile Software Development
11 11 (23.40%) Data Analysis
12 10 (21.28%) QlikView
12 10 (21.28%) Data Quality
12 10 (21.28%) Dashboard Development
12 10 (21.28%) Anti-Money Laundering
13 9 (19.15%) Risk Management
14 8 (17.02%) Retail
14 8 (17.02%) Workflow
14 8 (17.02%) Business Intelligence
14 8 (17.02%) Metadata Management
14 8 (17.02%) Technical Analysis
15 7 (14.89%) Tableau

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 14 (29.79%) SAS
2 6 (12.77%) Apache Spark
Applications
1 18 (38.30%) MS PowerPoint
2 15 (31.91%) MS Excel
3 5 (10.64%) Stata
4 1 (2.13%) MS Office
Business Applications
1 1 (2.13%) SAP MDM
1 1 (2.13%) SAP PM
Cloud Services
1 2 (4.26%) SaaS
Database & Business Intelligence
1 15 (31.91%) Hadoop
2 10 (21.28%) QlikView
3 7 (14.89%) Big Data
3 7 (14.89%) Data Warehouse
4 5 (10.64%) Data Mining
4 5 (10.64%) MongoDB
4 5 (10.64%) PostgreSQL
4 5 (10.64%) SQL Server
5 2 (4.26%) Spotfire
6 1 (2.13%) Apache Hive
6 1 (2.13%) BusinessObjects
6 1 (2.13%) HBase
6 1 (2.13%) OLAP
6 1 (2.13%) Oracle OLAP
Development Applications
1 5 (10.64%) JIRA
General
1 26 (55.32%) Finance
2 22 (46.81%) Banking
3 8 (17.02%) Retail
4 6 (12.77%) Games
5 5 (10.64%) Private Banking
6 3 (6.38%) Pharmaceutical
6 3 (6.38%) Spanish Language
7 2 (4.26%) Retail Banking
8 1 (2.13%) Back Office
8 1 (2.13%) Telecoms
Job Titles
1 17 (36.17%) Analyst
2 10 (21.28%) Developer
3 9 (19.15%) Business Analyst
3 9 (19.15%) Data Manager
4 8 (17.02%) Data Analyst
4 8 (17.02%) QlikView Developer
4 8 (17.02%) Senior Analyst
5 7 (14.89%) Senior Business Analyst
6 6 (12.77%) Data Quality Manager
7 5 (10.64%) Build Manager
7 5 (10.64%) Data Scientist
7 5 (10.64%) Product Manager
7 5 (10.64%) Product Owner
7 5 (10.64%) Quality Manager
7 5 (10.64%) Senior Developer
8 3 (6.38%) Data Modeller
8 3 (6.38%) Master Data Analyst
8 3 (6.38%) Risk Analyst
8 3 (6.38%) Risk Business Analyst
8 3 (6.38%) Senior QlikView Developer
Libraries, Frameworks & Software Standards
1 5 (10.64%) D3.js
2 1 (2.13%) REST
Miscellaneous
1 22 (46.81%) Management Information System
2 17 (36.17%) Analytical Skills
2 17 (36.17%) Computer Science
3 7 (14.89%) Visualisation
4 5 (10.64%) Applied Mathematics
4 5 (10.64%) Informatics
4 5 (10.64%) Mathematics
4 5 (10.64%) Statistics
5 3 (6.38%) Biotechnology
6 2 (4.26%) Data Centre
7 1 (2.13%) Data Integration
Processes & Methodologies
1 29 (61.70%) Data Management
2 25 (53.19%) Data Modelling
3 16 (34.04%) Business Analysis
4 15 (31.91%) Analytics
5 13 (27.66%) ETL
6 11 (23.40%) Agile Software Development
6 11 (23.40%) Data Analysis
6 11 (23.40%) Data Architecture
6 11 (23.40%) Project Management
7 10 (21.28%) Anti-Money Laundering
7 10 (21.28%) Dashboard Development
8 9 (19.15%) Risk Management
9 8 (17.02%) Business Intelligence
9 8 (17.02%) Metadata Management
9 8 (17.02%) Technical Analysis
9 8 (17.02%) Workflow
10 6 (12.77%) Information Security
10 6 (12.77%) Logical Data Model
10 6 (12.77%) Physical Data Model
10 6 (12.77%) Scrum
Programming Languages
1 5 (10.64%) Python
1 5 (10.64%) R
1 5 (10.64%) Scala
2 3 (6.38%) SQL
3 2 (4.26%) VBA
4 1 (2.13%) Perl
4 1 (2.13%) Shell Script
Qualifications
1 17 (36.17%) Degree
2 5 (10.64%) CCA
3 3 (6.38%) MBA
Quality Assurance & Compliance
1 10 (21.28%) Data Quality
2 4 (8.51%) QA
3 3 (6.38%) Sarbanes-Oxley
Vendors
1 7 (14.89%) Microsoft
1 7 (14.89%) Tableau
2 5 (10.64%) Greenplum
2 5 (10.64%) SAP
3 4 (8.51%) Cognos
4 3 (6.38%) Charles River
5 2 (4.26%) MicroStrategy
6 1 (2.13%) Cloudera
6 1 (2.13%) IBM
6 1 (2.13%) Informatica
6 1 (2.13%) Oracle
6 1 (2.13%) Teradata