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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Governance
Rank 113 155 180
Rank change year-on-year
+42 +25
Permanent jobs citing Data Governance 32 8 1
As % of all permanent IT jobs located in Scotland 1.27% 0.24% 0.027%
As % of the Processes & Methodologies category 1.42% 0.27% 0.032%
Number of salaries quoted 23 8 1
Median salary £70,000 £54,500 £62,500
Median salary % change year-on-year
+28.44% -12.80%
UK excluding London median salary £55,000 £57,500 £55,000
% change year-on-year
-4.34% +4.54%
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
2259 2992 3143
As % of all permanent IT jobs located in Scotland 89.61% 90.34% 86.04%
Number of salaries quoted 1406 1886 2007
Median salary £45,000 £45,000 £42,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £30,738 £32,000 £30,000
10% offered a salary of more than £65,000 £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 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
Salary Histogram in Scotland

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

Data Governance Salary Histogram 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 30 September 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 +36 27 £71,250 +30.73%
Glasgow - 5 £52,500 -
Data Governance
UK

Data Governance
Top 30 Related IT Skills in Scotland

For the 6 months to 30 September 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 23 (54.76%) Data Management
2 22 (52.38%) Big Data
3 20 (47.62%) Agile Software Development
4 19 (45.24%) Finance
5 18 (42.86%) Data Warehouse
5 18 (42.86%) Data Architecture
6 17 (40.48%) Data Modelling
7 16 (38.10%) ETL
7 16 (38.10%) People Management
8 15 (35.71%) Stakeholder Management
8 15 (35.71%) Games
8 15 (35.71%) Hadoop
9 14 (33.33%) Retail
9 14 (33.33%) Informatica
9 14 (33.33%) Oracle
9 14 (33.33%) Logical Data Model
10 13 (30.95%) Physical Data Model
10 13 (30.95%) Scrum
11 12 (28.57%) Software Engineering
11 12 (28.57%) Telecoms
11 12 (28.57%) Shell Script
11 12 (28.57%) Perl
11 12 (28.57%) OLAP
11 12 (28.57%) Information Architecture
11 12 (28.57%) Apache Hive
11 12 (28.57%) REST
11 12 (28.57%) HBase
11 12 (28.57%) Kanban
11 12 (28.57%) Oracle OLAP
11 12 (28.57%) Mentoring

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 7 (16.67%) Apache Spark
2 5 (11.90%) SAS
Applications
1 4 (9.52%) MS Excel
2 3 (7.14%) Stata
3 2 (4.76%) MS PowerPoint
4 1 (2.38%) MS Office
4 1 (2.38%) MS Visio
Business Applications
1 9 (21.43%) SAP MDM
Cloud Services
1 1 (2.38%) SaaS
Database & Business Intelligence
1 22 (52.38%) Big Data
2 18 (42.86%) Data Warehouse
3 15 (35.71%) Hadoop
4 12 (28.57%) Apache Hive
4 12 (28.57%) HBase
4 12 (28.57%) OLAP
4 12 (28.57%) Oracle OLAP
5 5 (11.90%) Data Mining
5 5 (11.90%) SQL Server
6 3 (7.14%) MongoDB
6 3 (7.14%) PostgreSQL
7 2 (4.76%) BusinessObjects
7 2 (4.76%) PowerCenter
7 2 (4.76%) QlikView
8 1 (2.38%) SQL Server Integration Services
Development Applications
1 1 (2.38%) JIRA
General
1 19 (45.24%) Finance
2 15 (35.71%) Games
3 14 (33.33%) Retail
4 12 (28.57%) Telecoms
5 2 (4.76%) Banking
6 1 (2.38%) Financial Institution
6 1 (2.38%) Private Banking
6 1 (2.38%) Retail Banking
Job Titles
1 14 (33.33%) Architect
2 13 (30.95%) Data Architect
3 8 (19.05%) Data Manager
4 7 (16.67%) Master Data Manager
4 7 (16.67%) SAP Data Manager
4 7 (16.67%) SAP Manager
4 7 (16.67%) SAP Master Data Manager
5 5 (11.90%) Consultant
5 5 (11.90%) Data Consultant
5 5 (11.90%) Data Scientist
5 5 (11.90%) Senior Data Scientist
6 4 (9.52%) Developer
6 4 (9.52%) Hadoop Architect
6 4 (9.52%) Head of Data Management
7 2 (4.76%) Analytics Consultant
7 2 (4.76%) Data Analytics Consultant
7 2 (4.76%) ETL Consultant
7 2 (4.76%) QlikView Developer
7 2 (4.76%) Senior QlikView Developer
7 2 (4.76%) Technical Developer
Libraries, Frameworks & Software Standards
1 12 (28.57%) REST
2 3 (7.14%) D3.js
Miscellaneous
1 7 (16.67%) Data Integration
1 7 (16.67%) Visualisation
2 4 (9.52%) Analytical Skills
3 3 (7.14%) Applied Mathematics
3 3 (7.14%) Computer Science
3 3 (7.14%) Informatics
3 3 (7.14%) Mathematics
3 3 (7.14%) Statistics
4 1 (2.38%) Data Centre
4 1 (2.38%) Management Information System
Processes & Methodologies
1 23 (54.76%) Data Management
2 20 (47.62%) Agile Software Development
3 18 (42.86%) Data Architecture
4 17 (40.48%) Data Modelling
5 16 (38.10%) ETL
5 16 (38.10%) People Management
6 15 (35.71%) Stakeholder Management
7 14 (33.33%) Logical Data Model
8 13 (30.95%) Physical Data Model
8 13 (30.95%) Scrum
9 12 (28.57%) Coaching
9 12 (28.57%) Information Architecture
9 12 (28.57%) Kanban
9 12 (28.57%) Mentoring
9 12 (28.57%) Software Engineering
10 9 (21.43%) Matrix Management
10 9 (21.43%) Matrix Organization
11 7 (16.67%) Analytics
11 7 (16.67%) Business Intelligence
12 6 (14.29%) Information Management
Programming Languages
1 12 (28.57%) Perl
1 12 (28.57%) Shell Script
2 9 (21.43%) Python
3 3 (7.14%) R
3 3 (7.14%) Scala
4 2 (4.76%) VBA
5 1 (2.38%) SQL
Qualifications
1 3 (7.14%) Degree
2 1 (2.38%) CCA
2 1 (2.38%) CISA
2 1 (2.38%) CISM
2 1 (2.38%) CISSP
2 1 (2.38%) CRISC
2 1 (2.38%) ITIL Certification
Quality Assurance & Compliance
1 11 (26.19%) Data Quality
2 2 (4.76%) PCI DSS
3 1 (2.38%) ISO/IEC 27001
Vendors
1 14 (33.33%) Informatica
1 14 (33.33%) Oracle
2 11 (26.19%) SAP
3 9 (21.43%) Tableau
4 4 (9.52%) Microsoft
5 3 (7.14%) Greenplum
6 2 (4.76%) Cognos
6 2 (4.76%) MicroStrategy
6 2 (4.76%) Netezza
6 2 (4.76%) Teradata
7 1 (2.38%) IBM