Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Decision-Making
Scotland > Glasgow
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 116 86 97
Rank change year-on-year -30 +11 -19
Permanent jobs citing Decision-Making 45 65 66
As % of all permanent IT jobs advertised in Glasgow 1.97% 2.85% 2.65%
As % of the Processes & Methodologies category 2.08% 3.06% 2.82%
Number of salaries quoted 36 40 35
Glasgow median annual salary £50,450 £57,500 £47,500
Median salary % change year-on-year -12.26% +21.05% -5.00%
10th Percentile £32,875 £37,422 £26,250
90th Percentile £75,000 £63,875 £68,200
Scotland median annual salary £47,500 £52,500 £47,500
% change year-on-year -9.52% +10.53% -4.04%

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 2,162 2,122 2,338
As % of all permanent IT jobs advertised in Glasgow 94.49% 92.95% 93.82%
Number of salaries quoted 1,600 1,294 1,272
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -2.86%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £67,500 £68,750 £61,250
Scotland median annual salary £45,000 £44,000 £45,000
% change year-on-year +2.27% -2.22% +5.88%

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 15 August 2018.

Salary histogram for Decision-Making in Glasgow

For the 6 months to 15 August 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 26 (57.78%) Finance
2 14 (31.11%) Analytical Skills
3 13 (28.89%) Agile Software Development
3 13 (28.89%) Banking
4 10 (22.22%) Information Security
4 10 (22.22%) Java
5 9 (20.00%) Continuous Improvement
6 7 (15.56%) .NET
6 7 (15.56%) IBM
6 7 (15.56%) Stakeholder Management
7 6 (13.33%) Software Engineering
7 6 (13.33%) Project Management
7 6 (13.33%) Microsoft
7 6 (13.33%) Analytics
7 6 (13.33%) Cybersecurity
7 6 (13.33%) Mentoring
7 6 (13.33%) Degree
8 5 (11.11%) Marketing
8 5 (11.11%) Waterfall
8 5 (11.11%) CISSP
8 5 (11.11%) Red Hat
8 5 (11.11%) Internet
8 5 (11.11%) Oracle
8 5 (11.11%) SQL
8 5 (11.11%) Unix
8 5 (11.11%) Python
8 5 (11.11%) CISM
9 4 (8.89%) TOWER Software
9 4 (8.89%) CRM
9 4 (8.89%) Windows

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 3 (6.67%) Elasticsearch
1 3 (6.67%) WebSphere
2 2 (4.44%) MQSeries
2 2 (4.44%) Oracle SOA Suite
3 1 (2.22%) WebSphere Application Server
3 1 (2.22%) WebSphere Portal
Applications
1 2 (4.44%) Microsoft Excel
Business Applications
1 2 (4.44%) Dynamics CRM
Cloud Services
1 1 (2.22%) Amazon AWS
1 1 (2.22%) Google Analytics
Communications & Networking
1 5 (11.11%) Internet
2 2 (4.44%) HTTPS
2 2 (4.44%) SAN
2 2 (4.44%) SSL
3 1 (2.22%) HTTP
3 1 (2.22%) Network Security
3 1 (2.22%) VPN
Database & Business Intelligence
1 3 (6.67%) Data Warehouse
1 3 (6.67%) SQL Server
2 2 (4.44%) NoSQL
2 2 (4.44%) Oracle Database
2 2 (4.44%) SQL Server Integration Services
2 2 (4.44%) SQL Server Reporting Services
3 1 (2.22%) Big Data
3 1 (2.22%) BusinessObjects
3 1 (2.22%) Data Mining
3 1 (2.22%) Maltego
3 1 (2.22%) MS Access
3 1 (2.22%) QlikView
3 1 (2.22%) SQL Server Analysis Services
Development Applications
1 2 (4.44%) Git (software)
1 2 (4.44%) Mercurial
1 2 (4.44%) Subversion
General
1 26 (57.78%) Finance
2 13 (28.89%) Banking
3 5 (11.11%) Marketing
4 3 (6.67%) Financial Institution
5 2 (4.44%) Retail Banking
6 1 (2.22%) Back Office
6 1 (2.22%) Investment Banking
Job Titles
1 7 (15.56%) Analyst
2 6 (13.33%) Consultant
3 4 (8.89%) Architect
3 4 (8.89%) Designer
3 4 (8.89%) Senior Architect
4 3 (6.67%) Developer
4 3 (6.67%) Digital Transformation Consultant
4 3 (6.67%) Information Analyst
4 3 (6.67%) Information Security Analyst
4 3 (6.67%) Infrastructure Manager
4 3 (6.67%) Project Manager
4 3 (6.67%) Security Analyst
4 3 (6.67%) Senior Software Engineer
4 3 (6.67%) Software Engineer
4 3 (6.67%) Technical Specialist
4 3 (6.67%) Transformation Consultant
5 2 (4.44%) Business Transformation Consultant
5 2 (4.44%) Senior Security Architect
5 2 (4.44%) Senior Security Consultant
5 2 (4.44%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (15.56%) .NET
2 3 (6.67%) J2EE
2 3 (6.67%) Middleware
3 2 (4.44%) Java EE
3 2 (4.44%) Tivoli Directory Integrator
3 2 (4.44%) WebSphere MQ
4 1 (2.22%) Kafka
4 1 (2.22%) MDX
4 1 (2.22%) Redux
Miscellaneous
1 14 (31.11%) Analytical Skills
2 3 (6.67%) Cyberthreat
2 3 (6.67%) DataPower
2 3 (6.67%) Management Information System
3 2 (4.44%) Algorithms
3 2 (4.44%) CESG
3 2 (4.44%) Computer Science
3 2 (4.44%) Data Structures
4 1 (2.22%) Cyber Kill Chain
4 1 (2.22%) Renewable Energy
4 1 (2.22%) Security Operations Centre
4 1 (2.22%) Self-Motivation
4 1 (2.22%) User Experience
Operating Systems
1 5 (11.11%) Unix
2 4 (8.89%) Windows
3 3 (6.67%) Linux
3 3 (6.67%) Red Hat Enterprise Linux
4 2 (4.44%) AIX
4 2 (4.44%) Mac OS
4 2 (4.44%) Solaris
4 2 (4.44%) Windows 7
4 2 (4.44%) Windows Server
4 2 (4.44%) Windows Server 2008
5 1 (2.22%) HPUX
Processes & Methodologies
1 13 (28.89%) Agile Software Development
2 10 (22.22%) Information Security
3 9 (20.00%) Continuous Improvement
4 7 (15.56%) Stakeholder Management
5 6 (13.33%) Analytics
5 6 (13.33%) Cybersecurity
5 6 (13.33%) Mentoring
5 6 (13.33%) Project Management
5 6 (13.33%) Software Engineering
6 5 (11.11%) Waterfall
7 4 (8.89%) Continuous Delivery
7 4 (8.89%) CRM
7 4 (8.89%) Data-Driven Decision Making
7 4 (8.89%) ITIL
7 4 (8.89%) Open Source
7 4 (8.89%) Performance Management
7 4 (8.89%) Problem-Solving
7 4 (8.89%) Use Case
8 3 (6.67%) PRINCE2
8 3 (6.67%) Project Planning
Programming Languages
1 10 (22.22%) Java
2 5 (11.11%) Python
2 5 (11.11%) SQL
3 3 (6.67%) Bash Shell
3 3 (6.67%) C#
3 3 (6.67%) JavaScript
4 2 (4.44%) Perl
4 2 (4.44%) PowerShell
4 2 (4.44%) Shell Script
4 2 (4.44%) T-SQL
Qualifications
1 6 (13.33%) Degree
2 5 (11.11%) CISM
2 5 (11.11%) CISSP
3 3 (6.67%) CASP
3 3 (6.67%) CEH
3 3 (6.67%) CompTIA Security+
4 2 (4.44%) CESG Certified Professional
4 2 (4.44%) CISA
4 2 (4.44%) SC Cleared
4 2 (4.44%) Security Cleared
5 1 (2.22%) ACCA
5 1 (2.22%) DV Cleared
5 1 (2.22%) MCP
5 1 (2.22%) Microsoft Certification
5 1 (2.22%) PMP
5 1 (2.22%) PRINCE2 Certification
Quality Assurance & Compliance
1 2 (4.44%) COBIT
1 2 (4.44%) HMG Security Policy Framework
1 2 (4.44%) ISO/IEC 27001
1 2 (4.44%) PMO
2 1 (2.22%) QA
2 1 (2.22%) SLA
System Software
1 3 (6.67%) Docker
2 2 (4.44%) Tivoli Directory Server
2 2 (4.44%) VMware ESXi
2 2 (4.44%) VMware Infrastructure
2 2 (4.44%) XenDesktop
3 1 (2.22%) Apache Flume
Systems Management
1 2 (4.44%) Tivoli
1 2 (4.44%) Tivoli Identity Manager
2 1 (2.22%) Ansible
2 1 (2.22%) BMC PATROL
2 1 (2.22%) Capistrano
2 1 (2.22%) logstash
Vendors
1 7 (15.56%) IBM
2 6 (13.33%) Microsoft
3 5 (11.11%) Oracle
3 5 (11.11%) Red Hat
4 4 (8.89%) TOWER Software
5 3 (6.67%) AppDynamics
6 2 (4.44%) CA
6 2 (4.44%) Citrix
6 2 (4.44%) Cognizant
6 2 (4.44%) Dell
6 2 (4.44%) EMC
6 2 (4.44%) Okta
6 2 (4.44%) Symantec
6 2 (4.44%) VMware
7 1 (2.22%) Google
7 1 (2.22%) Salesforce.com
7 1 (2.22%) Splunk