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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Governance
UK / Scotland
Rank 134 124 158
Rank change year-on-year
-10 +34
Permanent jobs citing Data Governance 1 25 7
As % of all permanent IT jobs located in Scotland 0.044% 0.87% 0.24%
As % of the Processes & Methodologies category 0.049% 0.96% 0.27%
Number of salaries quoted 0 11 4
Median salary - £57,500 £42,000
Median salary % change year-on-year
- +36.90%
UK excluding London median salary £55,000 £48,500 £50,000
% change year-on-year
+13.40% -3.00%

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
2026 2616 2637
As % of all permanent IT jobs located in Scotland 89.33% 90.55% 88.55%
Number of salaries quoted 1277 1684 1747
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £62,500 £62,500 £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 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 16 January 2017. 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 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
Glasgow +15 1 - -
Data Governance
UK

Data Governance
Top 30 Related IT Skills in Scotland

For the 6 months to 16 January 2017, 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 (68.75%) Data Management
2 17 (53.13%) People Management
3 16 (50.00%) Stakeholder Management
4 15 (46.88%) Big Data
5 13 (40.63%) Mentoring
5 13 (40.63%) Information Architecture
5 13 (40.63%) Agile Software Development
5 13 (40.63%) Data Warehouse
6 12 (37.50%) SAP
6 12 (37.50%) Coaching
7 10 (31.25%) Tableau
7 10 (31.25%) Data Architecture
7 10 (31.25%) Finance
8 9 (28.13%) SAP MDM
8 9 (28.13%) Oracle
8 9 (28.13%) ETL
8 9 (28.13%) Informatica
8 9 (28.13%) Data Integration
8 9 (28.13%) Matrix Management
8 9 (28.13%) Data Quality
8 9 (28.13%) Matrix Organization
9 8 (25.00%) Business Intelligence
9 8 (25.00%) Python
9 8 (25.00%) Information Management
10 7 (21.88%) Games
10 7 (21.88%) Hadoop
11 6 (18.75%) Visualisation
11 6 (18.75%) Analytics
11 6 (18.75%) Apache Spark
11 6 (18.75%) Logical Data Model

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 6 (18.75%) Apache Spark
1 6 (18.75%) SAS
Applications
1 3 (9.38%) MS Excel
2 2 (6.25%) Stata
3 1 (3.13%) MS Office
3 1 (3.13%) MS Visio
Business Applications
1 9 (28.13%) SAP MDM
Database & Business Intelligence
1 15 (46.88%) Big Data
2 13 (40.63%) Data Warehouse
3 7 (21.88%) Hadoop
4 5 (15.63%) Apache Hive
4 5 (15.63%) HBase
4 5 (15.63%) OLAP
4 5 (15.63%) Oracle OLAP
5 4 (12.50%) BusinessObjects
5 4 (12.50%) Data Mining
5 4 (12.50%) SQL Server
6 2 (6.25%) MongoDB
6 2 (6.25%) PostgreSQL
6 2 (6.25%) PowerCenter
7 1 (3.13%) SQL Server Integration Services
General
1 10 (31.25%) Finance
2 7 (21.88%) Games
3 6 (18.75%) Retail
4 5 (15.63%) Telecoms
5 1 (3.13%) Banking
5 1 (3.13%) Financial Institution
5 1 (3.13%) Retail Banking
Job Titles
1 7 (21.88%) Architect
1 7 (21.88%) Consultant
1 7 (21.88%) Data Manager
1 7 (21.88%) Master Data Manager
1 7 (21.88%) SAP Data Manager
1 7 (21.88%) SAP Manager
1 7 (21.88%) SAP Master Data Manager
2 6 (18.75%) Data Architect
3 5 (15.63%) Data Consultant
3 5 (15.63%) Head of Data Management
4 4 (12.50%) Data Scientist
4 4 (12.50%) Developer
4 4 (12.50%) Senior Data Scientist
5 3 (9.38%) Hadoop Architect
6 2 (6.25%) Analytics Consultant
6 2 (6.25%) Business Intelligence Consultant
6 2 (6.25%) Cloud Consultant
6 2 (6.25%) Cloud Developer
6 2 (6.25%) Data Analytics Consultant
6 2 (6.25%) Salesforce Consultant
Libraries, Frameworks & Software Standards
1 5 (15.63%) REST
2 2 (6.25%) D3.js
Miscellaneous
1 9 (28.13%) Data Integration
2 6 (18.75%) Visualisation
3 3 (9.38%) Analytical Skills
4 2 (6.25%) Applied Mathematics
4 2 (6.25%) Computer Science
4 2 (6.25%) Informatics
4 2 (6.25%) Mathematics
4 2 (6.25%) Statistics
Processes & Methodologies
1 22 (68.75%) Data Management
2 17 (53.13%) People Management
3 16 (50.00%) Stakeholder Management
4 13 (40.63%) Agile Software Development
4 13 (40.63%) Information Architecture
4 13 (40.63%) Mentoring
5 12 (37.50%) Coaching
6 10 (31.25%) Data Architecture
7 9 (28.13%) ETL
7 9 (28.13%) Matrix Management
7 9 (28.13%) Matrix Organization
8 8 (25.00%) Business Intelligence
8 8 (25.00%) Information Management
9 6 (18.75%) Analytics
9 6 (18.75%) Data Modelling
9 6 (18.75%) Logical Data Model
10 5 (15.63%) Physical Data Model
10 5 (15.63%) Risk Management
10 5 (15.63%) Scrum
10 5 (15.63%) Software Engineering
Programming Languages
1 8 (25.00%) Python
2 5 (15.63%) Perl
2 5 (15.63%) Shell Script
3 2 (6.25%) R
3 2 (6.25%) Scala
4 1 (3.13%) SQL
Qualifications
1 2 (6.25%) Degree
2 1 (3.13%) ITIL Certification
Quality Assurance & Compliance
1 9 (28.13%) Data Quality
2 1 (3.13%) PCI DSS
Vendors
1 12 (37.50%) SAP
2 10 (31.25%) Tableau
3 9 (28.13%) Informatica
3 9 (28.13%) Oracle
4 4 (12.50%) MicroStrategy
4 4 (12.50%) Netezza
4 4 (12.50%) Teradata
5 2 (6.25%) Greenplum
5 2 (6.25%) Microsoft
5 2 (6.25%) Salesforce.com
6 1 (3.13%) Cognos
6 1 (3.13%) IBM