Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 20 June 2018 with a comparison to the same period in the previous 2 years.

Data Management
Scotland > Glasgow
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 123 118 119
Rank change year-on-year -5 +1 -14
Permanent jobs citing Data Management 39 23 47
As % of all permanent IT jobs advertised in Glasgow 1.62% 1.09% 1.81%
As % of the Processes & Methodologies category 1.71% 1.17% 1.93%
Number of salaries quoted 28 21 37
Glasgow median annual salary £62,074 £57,500 £47,500
Median salary % change year-on-year +7.95% +21.05% +2.70%
10th Percentile £35,100 £42,500 £42,950
90th Percentile £67,500 £72,500 £55,250
Scotland median annual salary £50,000 £55,000 £47,500
% change year-on-year -9.09% +15.79% -

Data Management 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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2,281 1,964 2,437
As % of all permanent IT jobs advertised in Glasgow 94.88% 93.12% 93.80%
Number of salaries quoted 1,664 1,216 1,376
Glasgow median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £31,250 £29,750 £28,250
90th Percentile £70,000 £68,750 £62,500
Scotland median annual salary £45,000 £45,000 £45,000

Data Management
Job Vacancy Trend in Glasgow

Job postings citing Data Management as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Data Management in Glasgow

Data Management
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management in Glasgow.

Salary trend for Data Management in Glasgow

Data Management
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Management in Glasgow over the 6 months to 20 June 2018.

Salary histogram for Data Management in Glasgow

For the 6 months to 20 June 2018, IT jobs citing Data Management 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 Glasgow region with a requirement for Data Management.

1 15 (38.46%) Java
1 15 (38.46%) Finance
2 13 (33.33%) Agile Software Development
3 11 (28.21%) SQL
4 9 (23.08%) Stakeholder Management
4 9 (23.08%) Microservices
5 8 (20.51%) Domain Models
5 8 (20.51%) Sequence Diagram
5 8 (20.51%) Docker
5 8 (20.51%) Swagger
5 8 (20.51%) JavaScript
5 8 (20.51%) SAP
5 8 (20.51%) UML
5 8 (20.51%) Cognizant
5 8 (20.51%) Node.js
6 7 (17.95%) QA
6 7 (17.95%) Python
7 6 (15.38%) Web Services
7 6 (15.38%) PHP
7 6 (15.38%) Degree
7 6 (15.38%) JIRA
7 6 (15.38%) Test Strategy
7 6 (15.38%) Open Source
7 6 (15.38%) Test Automation
7 6 (15.38%) Amazon AWS
7 6 (15.38%) NoSQL
7 6 (15.38%) DevOps
8 5 (12.82%) ISTQB Advanced Certification
8 5 (12.82%) Greenfield Project
8 5 (12.82%) Defect Management

Data Management
Co-occurring IT Skills in Glasgow 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 2 (5.13%) SAS
2 1 (2.56%) SharePoint
Applications
1 1 (2.56%) InfoPath
1 1 (2.56%) Microsoft Office
Business Applications
1 5 (12.82%) SAP CRM
1 5 (12.82%) SAP IS-U
Cloud Services
1 6 (15.38%) Amazon AWS
2 1 (2.56%) Microsoft Azure
Communications & Networking
1 3 (7.69%) Firewall
2 1 (2.56%) Extranet
2 1 (2.56%) SMS
Database & Business Intelligence
1 6 (15.38%) NoSQL
2 2 (5.13%) Data Mining
2 2 (5.13%) Data Warehouse
2 2 (5.13%) SQL Server
3 1 (2.56%) Azure SQL Data Warehouse
3 1 (2.56%) Big Data
3 1 (2.56%) BusinessObjects
3 1 (2.56%) DataStage
3 1 (2.56%) Enterprise Data Warehouse
3 1 (2.56%) MySQL
3 1 (2.56%) Oracle Database
3 1 (2.56%) Oracle Reports
3 1 (2.56%) Power BI
3 1 (2.56%) QlikView
3 1 (2.56%) SAP Data Services
3 1 (2.56%) SAS Data Integration Studio
3 1 (2.56%) SQL Server Reporting Services
Development Applications
1 6 (15.38%) JIRA
2 1 (2.56%) Oracle Forms
General
1 15 (38.46%) Finance
2 4 (10.26%) Financial Institution
3 3 (7.69%) Banking
3 3 (7.69%) Investment Banking
3 3 (7.69%) Retail Banking
4 1 (2.56%) Law
4 1 (2.56%) Legal
4 1 (2.56%) Manufacturing
4 1 (2.56%) Retail
Job Titles
1 11 (28.21%) Designer
1 11 (28.21%) Solutions Designer
2 8 (20.51%) Analyst
3 6 (15.38%) DevOps Engineer
4 5 (12.82%) Digital Analyst
4 5 (12.82%) Tester
5 4 (10.26%) Architect
5 4 (10.26%) Data Architect
6 3 (7.69%) Data Analyst
7 2 (5.13%) Developer
8 1 (2.56%) Administrator
8 1 (2.56%) Applications Specialist
8 1 (2.56%) Consultant
8 1 (2.56%) Database Developer
8 1 (2.56%) DBA
8 1 (2.56%) Lead Designer
8 1 (2.56%) Oracle Developer
8 1 (2.56%) Project Manager
8 1 (2.56%) SAS Developer
8 1 (2.56%) Test Engineer
Libraries, Frameworks & Software Standards
1 8 (20.51%) Node.js
1 8 (20.51%) Swagger
2 6 (15.38%) Web Services
3 1 (2.56%) XML
Miscellaneous
1 5 (12.82%) Greenfield Project
2 3 (7.69%) Analytical Skills
3 1 (2.56%) Management Information System
3 1 (2.56%) Replication
Operating Systems
1 2 (5.13%) Windows
2 1 (2.56%) Windows 7
2 1 (2.56%) Windows Server
2 1 (2.56%) Windows Server 2008
Processes & Methodologies
1 13 (33.33%) Agile Software Development
2 9 (23.08%) Microservices
2 9 (23.08%) Stakeholder Management
3 8 (20.51%) Domain Models
3 8 (20.51%) Sequence Diagram
3 8 (20.51%) UML
4 6 (15.38%) DevOps
4 6 (15.38%) Open Source
4 6 (15.38%) Test Automation
4 6 (15.38%) Test Strategy
5 5 (12.82%) CRM
5 5 (12.82%) Defect Management
5 5 (12.82%) Functional Testing
5 5 (12.82%) Load Testing
5 5 (12.82%) Regression Testing
6 4 (10.26%) SFIA
6 4 (10.26%) Software Engineering
6 4 (10.26%) Technical Architecture
7 3 (7.69%) Mentoring
7 3 (7.69%) Waterfall
Programming Languages
1 15 (38.46%) Java
2 11 (28.21%) SQL
3 8 (20.51%) JavaScript
4 7 (17.95%) Python
5 6 (15.38%) PHP
6 4 (10.26%) C
7 2 (5.13%) T-SQL
8 1 (2.56%) PL/SQL
8 1 (2.56%) R
8 1 (2.56%) SOQL
8 1 (2.56%) XPath
Qualifications
1 6 (15.38%) Degree
2 5 (12.82%) ISTQB
2 5 (12.82%) ISTQB Advanced Certification
3 3 (7.69%) Security Cleared
Quality Assurance & Compliance
1 7 (17.95%) QA
2 2 (5.13%) Data Quality
3 1 (2.56%) SLA
System Software
1 8 (20.51%) Docker
2 1 (2.56%) Active Directory
Vendors
1 8 (20.51%) Cognizant
1 8 (20.51%) SAP
2 5 (12.82%) Google
3 4 (10.26%) Oracle
4 2 (5.13%) Microsoft
5 1 (2.56%) IBM
5 1 (2.56%) Informatica
5 1 (2.56%) Intapp
5 1 (2.56%) Salesforce.com
5 1 (2.56%) Tableau