Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Data Governance skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Governance over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Governance
Scotland > Edinburgh
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 119 110 115
Rank change year-on-year -9 +5 -7
Contract jobs citing Data Governance 15 17 24
As % of all contract IT jobs advertised in Edinburgh 0.51% 0.80% 0.75%
As % of the Processes & Methodologies category 0.61% 0.96% 0.91%
Number of daily rates quoted 12 2 6
Edinburgh median daily rate £400 £400 £344
Median daily rate % change year-on-year - +16.36% -15.12%
10th Percentile £142 £345 £313
90th Percentile £589 £435 £550
Scotland median daily rate £388 £400 £350
% change year-on-year -3.13% +14.29% -12.50%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - £38.00 -

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

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2476 1775 2647
As % of all contract IT jobs advertised in Edinburgh 84.25% 84.00% 83.16%
Number of daily rates quoted 1444 1016 1367
Edinburgh median daily rate £400 £388 £388
Median daily rate % change year-on-year +3.23% - -3.13%
10th Percentile £261 £260 £263
90th Percentile £550 £525 £525
Scotland median daily rate £388 £360 £375
% change year-on-year +7.64% -4.00% -
Number of hourly rates quoted 18 26 20
Edinburgh median hourly rate £21.00 £19.75 £17.76
Median hourly rate % change year-on-year +6.33% +11.20% +5.18%
10th Percentile £11.22 £11.25 £11.87
90th Percentile £37.52 £46.69 £40.38
Scotland median hourly rate £25.00 £21.00 £25.00
% change year-on-year +19.05% -16.00% +11.11%

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
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Governance in Edinburgh.

Contractor daily rate trend for Data Governance in Edinburgh

Data Governance
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Data Governance in Edinburgh over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Governance in Edinburgh

For the 6 months to 21 November 2017, IT contractor 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 contract ads across the Edinburgh region with a requirement for Data Governance.

1 7 (46.67%) GDPR
2 5 (33.33%) SQL
2 5 (33.33%) Finance
3 4 (26.67%) Data Analysis
3 4 (26.67%) Business Analysis
3 4 (26.67%) Business Intelligence
4 3 (20.00%) ETL
4 3 (20.00%) Data Protection
4 3 (20.00%) Information Management
4 3 (20.00%) Data Architecture
5 2 (13.33%) Data Integration
5 2 (13.33%) MiFID
5 2 (13.33%) Microsoft Azure
5 2 (13.33%) Solvency II
5 2 (13.33%) Greenfield Project
5 2 (13.33%) Data Strategy
5 2 (13.33%) Azure SQL Data Warehouse
5 2 (13.33%) Records Management
5 2 (13.33%) Data Quality
5 2 (13.33%) FATCA
5 2 (13.33%) Data Privacy
5 2 (13.33%) Project Management
5 2 (13.33%) Oracle
5 2 (13.33%) Data Warehouse
5 2 (13.33%) Data Modelling
5 2 (13.33%) Retail Banking
5 2 (13.33%) Systems Analysis
5 2 (13.33%) Stakeholder Management
5 2 (13.33%) Agile Software Development
5 2 (13.33%) Banking

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:

Cloud Services
1 2 (13.33%) Microsoft Azure
2 1 (6.67%) Amazon AWS
Database & Business Intelligence
1 2 (13.33%) Azure SQL Data Warehouse
1 2 (13.33%) Data Warehouse
1 2 (13.33%) Power BI
2 1 (6.67%) Relational Database
2 1 (6.67%) SQL Server
2 1 (6.67%) SQL Server Integration Services
General
1 5 (33.33%) Finance
2 2 (13.33%) Banking
2 2 (13.33%) Retail Banking
3 1 (6.67%) Manufacturing
Job Titles
1 5 (33.33%) Analyst
2 3 (20.00%) Architect
2 3 (20.00%) Data Architect
2 3 (20.00%) Project Manager
3 2 (13.33%) Business Analyst
3 2 (13.33%) Data Analyst
3 2 (13.33%) GDPR Project Manager
3 2 (13.33%) Systems Analyst
4 1 (6.67%) Business Intelligence Architect
4 1 (6.67%) Data Business Analyst
4 1 (6.67%) Data Governance Specialist
4 1 (6.67%) Data Modeller
4 1 (6.67%) Microsoft Solutions Architect
4 1 (6.67%) Project Analyst
4 1 (6.67%) Project Officer
4 1 (6.67%) Reference Data Analyst
4 1 (6.67%) Reference Data Business Analyst
4 1 (6.67%) Retail Banking Project Manager
Miscellaneous
1 2 (13.33%) Greenfield Project
2 1 (6.67%) Analytical Skills
2 1 (6.67%) Data Structures
2 1 (6.67%) Management Information System
2 1 (6.67%) Reference Data
Processes & Methodologies
1 4 (26.67%) Business Analysis
1 4 (26.67%) Business Intelligence
1 4 (26.67%) Data Analysis
2 3 (20.00%) Data Architecture
2 3 (20.00%) Data Protection
2 3 (20.00%) ETL
2 3 (20.00%) Information Management
3 2 (13.33%) Agile Software Development
3 2 (13.33%) Data Integration
3 2 (13.33%) Data Management
3 2 (13.33%) Data Modelling
3 2 (13.33%) Data Privacy
3 2 (13.33%) Data Strategy
3 2 (13.33%) Project Management
3 2 (13.33%) Records Management
3 2 (13.33%) Stakeholder Management
3 2 (13.33%) Systems Analysis
4 1 (6.67%) Feasibility Study
4 1 (6.67%) Programme Governance
4 1 (6.67%) Quality Management
Programming Languages
1 5 (33.33%) SQL
Qualifications
1 1 (6.67%) ISEB
Quality Assurance & Compliance
1 7 (46.67%) GDPR
2 2 (13.33%) Data Quality
2 2 (13.33%) FATCA
2 2 (13.33%) MiFID
2 2 (13.33%) Solvency II
3 1 (6.67%) COBIT
3 1 (6.67%) Disclosure Scotland
3 1 (6.67%) QA
Vendors
1 2 (13.33%) Oracle
2 1 (6.67%) Microsoft
2 1 (6.67%) Tableau