Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Data Governance skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Governance over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Governance
Scotland > Edinburgh
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 145 102 139
Rank change year-on-year -43 +37 +19
Permanent jobs citing Data Governance 10 34 20
As % of all permanent IT jobs advertised in Edinburgh 0.37% 1.46% 0.66%
As % of the Processes & Methodologies category 0.41% 1.58% 0.72%
Number of salaries quoted 8 28 18
Edinburgh median annual salary £47,500 £56,250 £56,250
Median salary % change year-on-year -15.56% - -19.64%
10th Percentile £27,000 £49,875 £42,500
90th Percentile £64,475 £74,125 £75,750
Scotland median annual salary £45,000 £55,000 £54,500
% change year-on-year -18.18% +0.92% -22.14%

Data Governance is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2456 2158 2796
As % of all permanent IT jobs advertised in Edinburgh 90.93% 92.54% 91.67%
Number of salaries quoted 1486 1405 1764
Edinburgh median annual salary £42,500 £45,000 £43,250
Median salary % change year-on-year -5.56% +4.05% +2.98%
10th Percentile £27,000 £29,540 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Data Governance
Job Vacancy Trend in Edinburgh

Job postings citing Data Governance as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Governance 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 in Edinburgh.

Salary trend for Data Governance in Edinburgh

Data Governance
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Data Governance in Edinburgh over the 6 months to 23 November 2017.

Salary histogram for Data Governance in Edinburgh

For the 6 months to 23 November 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 Edinburgh region with a requirement for Data Governance.

1 6 (60.00%) Stakeholder Management
2 5 (50.00%) Finance
2 5 (50.00%) SQL
3 4 (40.00%) Microsoft
3 4 (40.00%) Tableau
4 3 (30.00%) Business Intelligence
4 3 (30.00%) Collaborative Working
4 3 (30.00%) Time Management
4 3 (30.00%) Data Quality
4 3 (30.00%) Demand Management
4 3 (30.00%) Analytics
4 3 (30.00%) Data Transformation
4 3 (30.00%) Analytical Skills
4 3 (30.00%) VBA
4 3 (30.00%) Microsoft Office
4 3 (30.00%) Microsoft Excel
4 3 (30.00%) SharePoint
4 3 (30.00%) Statistical Analysis
4 3 (30.00%) Validation
4 3 (30.00%) Service Delivery
4 3 (30.00%) Management Information System
4 3 (30.00%) Minitab
5 2 (20.00%) Retail Banking
5 2 (20.00%) ETL
6 1 (10.00%) Power BI
6 1 (10.00%) Prescriptive Analytics
6 1 (10.00%) GDPR
6 1 (10.00%) Greenfield Project
6 1 (10.00%) Data Strategy
6 1 (10.00%) Azure SQL Data Warehouse

Data Governance
Co-occurring 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 3 (30.00%) SharePoint
2 1 (10.00%) SAS
Applications
1 3 (30.00%) Microsoft Excel
1 3 (30.00%) Microsoft Office
Cloud Services
1 1 (10.00%) Amazon AWS
1 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 1 (10.00%) Azure SQL Data Warehouse
1 1 (10.00%) Data Mining
1 1 (10.00%) Data Warehouse
1 1 (10.00%) Power BI
1 1 (10.00%) SQL Server
1 1 (10.00%) SQL Server Integration Services
General
1 5 (50.00%) Finance
2 2 (20.00%) Retail Banking
3 1 (10.00%) Banking
Job Titles
1 6 (60.00%) Analyst
2 5 (50.00%) Data Analyst
3 2 (20.00%) Governance Analyst
3 2 (20.00%) Senior Analyst
4 1 (10.00%) Architect
4 1 (10.00%) Data Architect
4 1 (10.00%) Governance Manager
4 1 (10.00%) Insight Analyst
4 1 (10.00%) Microsoft Solutions Architect
4 1 (10.00%) Report Manager
4 1 (10.00%) Technical Leader
Miscellaneous
1 3 (30.00%) Analytical Skills
1 3 (30.00%) Management Information System
2 1 (10.00%) Greenfield Project
Processes & Methodologies
1 6 (60.00%) Stakeholder Management
2 3 (30.00%) Analytics
2 3 (30.00%) Business Intelligence
2 3 (30.00%) Collaborative Working
2 3 (30.00%) Data Transformation
2 3 (30.00%) Demand Management
2 3 (30.00%) Service Delivery
2 3 (30.00%) Statistical Analysis
2 3 (30.00%) Time Management
2 3 (30.00%) Validation
3 2 (20.00%) ETL
4 1 (10.00%) Data Analysis
4 1 (10.00%) Data Architecture
4 1 (10.00%) Data Extraction
4 1 (10.00%) Data Management
4 1 (10.00%) Information Security
4 1 (10.00%) Predictive Analytics
4 1 (10.00%) Prescriptive Analytics
4 1 (10.00%) Quality Management
4 1 (10.00%) Visualisation
Programming Languages
1 5 (50.00%) SQL
2 3 (30.00%) VBA
Qualifications
1 1 (10.00%) CCNA
1 1 (10.00%) CCNP
1 1 (10.00%) Cisco Certification
1 1 (10.00%) MCP
1 1 (10.00%) MCSE
1 1 (10.00%) Microsoft Certification
Quality Assurance & Compliance
1 3 (30.00%) Data Quality
2 1 (10.00%) GDPR
Vendors
1 4 (40.00%) Microsoft
1 4 (40.00%) Tableau
2 3 (30.00%) Minitab