Period
to 23 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Decision-Making skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Decision-Making over the 6 months to 23 October 2018 with a comparison to the same period in the previous 2 years.

Decision-Making
Scotland > Glasgow
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 101 90 97
Rank change year-on-year -11 +7 -27
Permanent jobs citing Decision-Making 52 62 52
As % of all permanent IT jobs advertised in Glasgow 2.39% 2.76% 2.31%
As % of the Processes & Methodologies category 2.53% 2.99% 2.45%
Number of salaries quoted 44 37 28
Glasgow median annual salary £50,000 £50,000 £48,500
Median salary % change year-on-year - +3.09% -2.02%
10th Percentile £31,625 £35,000 £26,250
90th Percentile £85,000 £67,500 £73,750
Scotland median annual salary £45,000 £47,500 £48,500
% change year-on-year -5.26% -2.06% -0.47%

Decision-Making 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 2,052 2,075 2,123
As % of all permanent IT jobs advertised in Glasgow 94.26% 92.22% 94.31%
Number of salaries quoted 1,506 1,346 1,122
Glasgow median annual salary £47,500 £46,500 £42,500
Median salary % change year-on-year +2.15% +9.41% -
10th Percentile £31,250 £31,250 £27,750
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £44,000 £44,000
% change year-on-year +2.27% - +3.53%

Decision-Making
Job Vacancy Trend in Glasgow

Job postings citing Decision-Making as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Decision-Making in Glasgow

Decision-Making
Salary Trend in Glasgow

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

Salary trend for Decision-Making in Glasgow

Decision-Making
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Decision-Making in Glasgow over the 6 months to 23 October 2018.

Salary histogram for Decision-Making in Glasgow

For the 6 months to 23 October 2018, IT jobs citing Decision-Making 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 Decision-Making.

1 27 (51.92%) Finance
2 13 (25.00%) Continuous Improvement
3 12 (23.08%) Agile Software Development
3 12 (23.08%) Banking
4 9 (17.31%) Stakeholder Management
4 9 (17.31%) Information Security
5 8 (15.38%) Analytical Skills
6 7 (13.46%) Analytics
6 7 (13.46%) IBM
6 7 (13.46%) Microsoft
6 7 (13.46%) SQL
6 7 (13.46%) Software Engineering
7 6 (11.54%) .NET
7 6 (11.54%) JavaScript
7 6 (11.54%) Waterfall
7 6 (11.54%) Collaborative Working
8 5 (9.62%) Problem-Solving
8 5 (9.62%) Marketing
8 5 (9.62%) Degree
8 5 (9.62%) Oracle
8 5 (9.62%) Java
8 5 (9.62%) ITIL
8 5 (9.62%) Unix
9 4 (7.69%) Red Hat
9 4 (7.69%) Project Management
9 4 (7.69%) CISSP
9 4 (7.69%) CISM
9 4 (7.69%) TOWER Software
9 4 (7.69%) Data Analysis
9 4 (7.69%) TDD

Decision-Making
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 (3.85%) MQSeries
1 2 (3.85%) Oracle SOA Suite
1 2 (3.85%) WebSphere
2 1 (1.92%) CICS
Applications
1 2 (3.85%) Microsoft Excel
2 1 (1.92%) Microsoft Office
2 1 (1.92%) Microsoft PowerPoint
2 1 (1.92%) Spreadsheet
Business Applications
1 1 (1.92%) Dynamics AX
1 1 (1.92%) Dynamics CRM
Cloud Services
1 4 (7.69%) Microsoft Azure
2 1 (1.92%) Amazon AWS
2 1 (1.92%) Dynamics 365
2 1 (1.92%) Google Analytics
Communications & Networking
1 3 (5.77%) HTTPS
1 3 (5.77%) Internet
1 3 (5.77%) SSL
2 2 (3.85%) SAN
3 1 (1.92%) Network Security
Database & Business Intelligence
1 3 (5.77%) Data Warehouse
1 3 (5.77%) SQL Server
2 2 (3.85%) Azure SQL Database
2 2 (3.85%) Cosmos DB
2 2 (3.85%) NoSQL
2 2 (3.85%) Oracle Database
3 1 (1.92%) BusinessObjects
3 1 (1.92%) Data Mining
3 1 (1.92%) Enterprise Data Warehouse
3 1 (1.92%) MongoDB
3 1 (1.92%) Oracle Reports
3 1 (1.92%) SQL Server Analysis Services
3 1 (1.92%) SQL Server Integration Services
3 1 (1.92%) SQL Server Reporting Services
Development Applications
1 2 (3.85%) Git (software)
1 2 (3.85%) Karma Test Runner
1 2 (3.85%) Mocha
1 2 (3.85%) Selenium
2 1 (1.92%) gulp
2 1 (1.92%) Mercurial
2 1 (1.92%) Subversion
General
1 27 (51.92%) Finance
2 12 (23.08%) Banking
3 5 (9.62%) Marketing
4 2 (3.85%) Financial Institution
4 2 (3.85%) Retail Banking
5 1 (1.92%) Back Office
Job Titles
1 9 (17.31%) Analyst
2 6 (11.54%) Consultant
3 5 (9.62%) Architect
3 5 (9.62%) Developer
4 4 (7.69%) Designer
4 4 (7.69%) Senior Architect
5 3 (5.77%) Digital Transformation Consultant
5 3 (5.77%) Infrastructure Manager
5 3 (5.77%) Services Director
5 3 (5.77%) Software Engineer
5 3 (5.77%) Technical Specialist
5 3 (5.77%) Technology Director
5 3 (5.77%) Transformation Consultant
6 2 (3.85%) Business Transformation Consultant
6 2 (3.85%) Cybersecurity Consultant
6 2 (3.85%) Information Security Analyst
6 2 (3.85%) Security Analyst
6 2 (3.85%) Senior Developer
6 2 (3.85%) Senior Security Consultant
6 2 (3.85%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 6 (11.54%) .NET
2 3 (5.77%) CSS
2 3 (5.77%) HTML
2 3 (5.77%) J2EE
2 3 (5.77%) React
2 3 (5.77%) Redux
2 3 (5.77%) Tivoli Directory Integrator
3 2 (3.85%) ASP.NET
3 2 (3.85%) ASP.NET Core
3 2 (3.85%) ASP.NET MVC
3 2 (3.85%) Java EE
3 2 (3.85%) Middleware
3 2 (3.85%) React Native
3 2 (3.85%) WebSphere MQ
4 1 (1.92%) Backbone.js
4 1 (1.92%) Django
4 1 (1.92%) ISPF
4 1 (1.92%) MDX
4 1 (1.92%) Node.js
4 1 (1.92%) Sass
Miscellaneous
1 8 (15.38%) Analytical Skills
2 3 (5.77%) DataPower
2 3 (5.77%) Management Information System
3 2 (3.85%) CESG
3 2 (3.85%) Cyberthreat
3 2 (3.85%) Data Structures
3 2 (3.85%) Self-Motivation
3 2 (3.85%) User Experience
4 1 (1.92%) Algorithms
4 1 (1.92%) Computer Science
4 1 (1.92%) Mainframe
4 1 (1.92%) Security Operations Centre
Operating Systems
1 5 (9.62%) Unix
2 3 (5.77%) Windows
3 2 (3.85%) AIX
3 2 (3.85%) Linux
3 2 (3.85%) Mac OS
3 2 (3.85%) Red Hat Enterprise Linux
3 2 (3.85%) Solaris
3 2 (3.85%) Windows Server
4 1 (1.92%) Windows 7
4 1 (1.92%) Windows Server 2008
Processes & Methodologies
1 13 (25.00%) Continuous Improvement
2 12 (23.08%) Agile Software Development
3 9 (17.31%) Information Security
3 9 (17.31%) Stakeholder Management
4 7 (13.46%) Analytics
4 7 (13.46%) Software Engineering
5 6 (11.54%) Collaborative Working
5 6 (11.54%) Waterfall
6 5 (9.62%) ITIL
6 5 (9.62%) Problem-Solving
7 4 (7.69%) BDD
7 4 (7.69%) Data Analysis
7 4 (7.69%) Data-Driven Decision Making
7 4 (7.69%) IT Strategy
7 4 (7.69%) Mentoring
7 4 (7.69%) Project Management
7 4 (7.69%) Service Design
7 4 (7.69%) TDD
7 4 (7.69%) TOGAF
7 4 (7.69%) Use Case
Programming Languages
1 7 (13.46%) SQL
2 6 (11.54%) JavaScript
3 5 (9.62%) Java
4 3 (5.77%) Shell Script
5 2 (3.85%) Bash Shell
5 2 (3.85%) C#
5 2 (3.85%) ES6
5 2 (3.85%) ES7
5 2 (3.85%) Perl
5 2 (3.85%) PowerShell
6 1 (1.92%) Python
6 1 (1.92%) R
6 1 (1.92%) Ruby
6 1 (1.92%) T-SQL
6 1 (1.92%) X++
Qualifications
1 5 (9.62%) Degree
2 4 (7.69%) CISM
2 4 (7.69%) CISSP
3 2 (3.85%) CASP
3 2 (3.85%) CEH
3 2 (3.85%) CESG Certified Professional
3 2 (3.85%) CISA
3 2 (3.85%) CompTIA Security+
4 1 (1.92%) MCP
4 1 (1.92%) Microsoft Certification
4 1 (1.92%) Numerate Degree
4 1 (1.92%) PMP
4 1 (1.92%) PRINCE2 Certification
4 1 (1.92%) SC Cleared
4 1 (1.92%) Security Cleared
Quality Assurance & Compliance
1 2 (3.85%) COBIT
1 2 (3.85%) HMG Security Policy Framework
1 2 (3.85%) ISO/IEC 27001
1 2 (3.85%) PMO
2 1 (1.92%) QA
2 1 (1.92%) SLA
System Software
1 3 (5.77%) Tivoli Directory Server
2 2 (3.85%) VMware ESXi
2 2 (3.85%) VMware Infrastructure
2 2 (3.85%) XenDesktop
3 1 (1.92%) Docker
3 1 (1.92%) Time Sharing Option
Systems Management
1 3 (5.77%) Tivoli
1 3 (5.77%) Tivoli Identity Manager
2 1 (1.92%) Ansible
2 1 (1.92%) Capistrano
Vendors
1 7 (13.46%) IBM
1 7 (13.46%) Microsoft
2 5 (9.62%) Oracle
3 4 (7.69%) Red Hat
3 4 (7.69%) TOWER Software
4 3 (5.77%) CA
4 3 (5.77%) Okta
5 2 (3.85%) AppDynamics
5 2 (3.85%) Citrix
5 2 (3.85%) Cognizant
5 2 (3.85%) Dell
5 2 (3.85%) EMC
5 2 (3.85%) Symantec
5 2 (3.85%) VMware
6 1 (1.92%) Alteryx
6 1 (1.92%) Google
6 1 (1.92%) MicroStrategy
6 1 (1.92%) Tableau