Period
to 23 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 June 2018 with a comparison to the same period in the previous 2 years.

Data Governance
UK > Scotland
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 213 201 210
Rank change year-on-year -12 +9 +2
Permanent jobs citing Data Governance 22 7 34
As % of all permanent IT jobs advertised in Scotland 0.38% 0.14% 0.59%
As % of the Processes & Methodologies category 0.41% 0.15% 0.64%
Number of salaries quoted 18 5 11
Scotland median annual salary £50,000 £27,000 £50,000
Median salary % change year-on-year +85.19% -46.00% -
10th Percentile £39,925 £27,000 £31,250
90th Percentile £89,000 £62,000 £57,500
UK median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - -7.69%

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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5,387 4,605 5,329
As % of all permanent IT jobs advertised in Scotland 92.93% 92.54% 92.07%
Number of salaries quoted 3,606 2,912 3,216
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £29,250 £28,750 £27,500
90th Percentile £70,000 £70,000 £65,000
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +1.06%

Data Governance
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Governance 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 in Scotland.

Salary trend for Data Governance in Scotland

Data Governance
Salary Histogram in Scotland

The salary distribution of IT jobs citing Data Governance in Scotland over the 6 months to 23 June 2018.

Salary histogram for Data Governance 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 6 months to 23 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -5 13 £45,000 +66.67%
Glasgow -12 9 £55,450 +38.63% 1
Data Governance
UK

For the 6 months to 23 June 2018, IT jobs citing Data Governance also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region with a requirement for Data Governance.

1 17 (77.27%) SQL
2 14 (63.64%) Analytical Skills
3 13 (59.09%) Finance
4 12 (54.55%) Analytics
5 11 (50.00%) Data Quality
6 10 (45.45%) Banking
7 9 (40.91%) Data Modelling
8 8 (36.36%) Microsoft Excel
8 8 (36.36%) SAS
9 7 (31.82%) Microsoft Project
9 7 (31.82%) Business Analysis
10 6 (27.27%) Microsoft PowerPoint
10 6 (27.27%) Data Analysis
10 6 (27.27%) Microsoft Office
10 6 (27.27%) MS Visio
10 6 (27.27%) Business Intelligence
10 6 (27.27%) Project Management
10 6 (27.27%) Root Cause Analysis
10 6 (27.27%) Hadoop
11 5 (22.73%) Python
11 5 (22.73%) Stakeholder Management
12 4 (18.18%) Data Management
12 4 (18.18%) Data Warehouse
12 4 (18.18%) Oracle
12 4 (18.18%) IBM
12 4 (18.18%) Microsoft
12 4 (18.18%) BusinessObjects
12 4 (18.18%) Master Data Management
12 4 (18.18%) Continuous Improvement
12 4 (18.18%) Enterprise Data Warehouse

Data Governance
Co-occurring 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 8 (36.36%) SAS
2 1 (4.55%) Apache Spark
2 1 (4.55%) SharePoint
Applications
1 8 (36.36%) Microsoft Excel
2 7 (31.82%) Microsoft Project
3 6 (27.27%) Microsoft Office
3 6 (27.27%) Microsoft PowerPoint
3 6 (27.27%) MS Visio
Cloud Services
1 1 (4.55%) Amazon AWS
1 1 (4.55%) Cortana Intelligence Suite
1 1 (4.55%) Microsoft Azure
1 1 (4.55%) Office 365
Communications & Networking
1 1 (4.55%) SMS
Database & Business Intelligence
1 6 (27.27%) Hadoop
2 4 (18.18%) BusinessObjects
2 4 (18.18%) Data Warehouse
2 4 (18.18%) Enterprise Data Warehouse
2 4 (18.18%) Power BI
3 3 (13.64%) Oracle Database
3 3 (13.64%) QlikView
4 2 (9.09%) Data Mining
4 2 (9.09%) MySQL
4 2 (9.09%) RDBMS
4 2 (9.09%) Relational Database
4 2 (9.09%) SAP Data Services
4 2 (9.09%) SQL Server
5 1 (4.55%) Apache Cassandra
5 1 (4.55%) Apache Hive
5 1 (4.55%) Big Data
5 1 (4.55%) HBase
5 1 (4.55%) IBM InfoSphere
5 1 (4.55%) MongoDB
5 1 (4.55%) Neo4j
Development Applications
1 3 (13.64%) Oracle Forms
2 1 (4.55%) JIRA
General
1 13 (59.09%) Finance
2 10 (45.45%) Banking
3 3 (13.64%) Legal
4 1 (4.55%) Back Office
4 1 (4.55%) Front Office
4 1 (4.55%) Investment Banking
4 1 (4.55%) Law
Job Titles
1 17 (77.27%) Analyst
2 14 (63.64%) Data Analyst
3 11 (50.00%) Senior Analyst
4 6 (27.27%) Senior Data Analyst
5 5 (22.73%) Business Analyst
6 4 (18.18%) Data Business Analyst
6 4 (18.18%) Senior Business Analyst
7 2 (9.09%) Business Intelligence Developer
7 2 (9.09%) Developer
7 2 (9.09%) Governance Analyst
7 2 (9.09%) Report Analyst
8 1 (4.55%) Asset Management Analyst
8 1 (4.55%) Asset Management Consultant
8 1 (4.55%) Consultant
8 1 (4.55%) Data Manager
8 1 (4.55%) Management Consultant
8 1 (4.55%) Report Manager
8 1 (4.55%) Senior Reporting Analyst
8 1 (4.55%) Technical Analyst
8 1 (4.55%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 1 (4.55%) D3.js
1 1 (4.55%) Natural Language Processing
Miscellaneous
1 14 (63.64%) Analytical Skills
2 2 (9.09%) Greenfield Project
3 1 (4.55%) Computer Science
Operating Systems
1 1 (4.55%) Unix
Processes & Methodologies
1 12 (54.55%) Analytics
2 9 (40.91%) Data Modelling
3 7 (31.82%) Business Analysis
4 6 (27.27%) Business Intelligence
4 6 (27.27%) Data Analysis
4 6 (27.27%) Project Management
4 6 (27.27%) Root Cause Analysis
5 5 (22.73%) Stakeholder Management
6 4 (18.18%) Continuous Improvement
6 4 (18.18%) Data Management
6 4 (18.18%) Master Data Management
7 3 (13.64%) Data Protection
7 3 (13.64%) ETL
7 3 (13.64%) Mathematics
7 3 (13.64%) Visualisation
7 3 (13.64%) Wealth Management
8 2 (9.09%) Asset Management
8 2 (9.09%) Data Architecture
8 2 (9.09%) Data Security
8 2 (9.09%) Quality Management
Programming Languages
1 17 (77.27%) SQL
2 5 (22.73%) Python
3 2 (9.09%) PL/SQL
3 2 (9.09%) SOQL
3 2 (9.09%) T-SQL
4 1 (4.55%) R
Qualifications
1 1 (4.55%) Degree
1 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 11 (50.00%) Data Quality
2 2 (9.09%) Dodd-Frank
2 2 (9.09%) EMIR
2 2 (9.09%) FATCA
2 2 (9.09%) MiFID
2 2 (9.09%) Solvency II
Vendors
1 4 (18.18%) IBM
1 4 (18.18%) Microsoft
1 4 (18.18%) Oracle
2 3 (13.64%) Tableau
3 2 (9.09%) Cognos
3 2 (9.09%) OutlookSoft
3 2 (9.09%) Salesforce.com
3 2 (9.09%) SAP
3 2 (9.09%) Teradata
4 1 (4.55%) Ab Initio
4 1 (4.55%) Apple
4 1 (4.55%) Google