Period
to 15 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Decision-Making
Scotland > Glasgow
6 months to
15 Jan 2019
Same period 2018 Same period 2017
Rank 95 97 88
Rank change year-on-year +2 -9 +9
Permanent jobs citing Decision-Making 55 58 42
As % of all permanent IT jobs advertised in Glasgow 2.78% 2.66% 2.25%
As % of the Processes & Methodologies category 2.95% 2.86% 2.42%
Number of salaries quoted 40 43 29
Glasgow median annual salary £49,750 £50,000 £54,500
Median salary % change year-on-year -0.50% -8.26% +13.54%
10th Percentile £32,375 £30,000 £38,000
90th Percentile £61,025 £68,500 £82,000
Scotland median annual salary £45,000 £50,000 £53,500
% change year-on-year -10.00% -6.54% +7.00%

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 1,867 2,026 1,739
As % of all permanent IT jobs advertised in Glasgow 94.48% 92.98% 92.99%
Number of salaries quoted 1,339 1,332 1,009
Glasgow median annual salary £46,000 £47,500 £43,000
Median salary % change year-on-year -3.16% +10.47% +1.18%
10th Percentile £31,250 £31,500 £30,000
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

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 January 2019.

Salary histogram for Decision-Making in Glasgow

For the 6 months to 15 January 2019, 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 21 (38.18%) Agile Software Development
2 13 (23.64%) Stakeholder Management
2 13 (23.64%) SQL
3 12 (21.82%) Finance
3 12 (21.82%) Analytical Skills
4 11 (20.00%) Analytics
4 11 (20.00%) Problem-Solving
5 10 (18.18%) React
5 10 (18.18%) Microsoft Azure
5 10 (18.18%) BDD
5 10 (18.18%) JavaScript
5 10 (18.18%) TDD
6 9 (16.36%) Software Engineering
7 8 (14.55%) Banking
7 8 (14.55%) HTML
7 8 (14.55%) CSS
7 8 (14.55%) Python
7 8 (14.55%) Data Modelling
7 8 (14.55%) Microsoft
7 8 (14.55%) Microservices
8 7 (12.73%) ES6
8 7 (12.73%) Waterfall
8 7 (12.73%) Redux
9 6 (10.91%) ES7
9 6 (10.91%) Project Management
9 6 (10.91%) TOGAF
9 6 (10.91%) Mocha
9 6 (10.91%) Continuous Improvement
9 6 (10.91%) Front End Development
9 6 (10.91%) Service Design

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 (5.45%) SAS
2 2 (3.64%) Oracle SOA Suite
3 1 (1.82%) Apache Spark
3 1 (1.82%) CICS
3 1 (1.82%) Confluence
3 1 (1.82%) Elasticsearch
3 1 (1.82%) IBM HTTP Server
3 1 (1.82%) WebSphere
3 1 (1.82%) WebSphere Application Server
3 1 (1.82%) WebSphere Portal
Applications
1 5 (9.09%) Microsoft Excel
1 5 (9.09%) Microsoft Office
2 3 (5.45%) Microsoft PowerPoint
3 1 (1.82%) Microsoft Project
3 1 (1.82%) Spreadsheet
3 1 (1.82%) SPSS
Business Applications
1 1 (1.82%) Aareon QL
1 1 (1.82%) Academy Housing
1 1 (1.82%) Dynamics AX
1 1 (1.82%) Dynamics CRM
1 1 (1.82%) MIS ActiveH
1 1 (1.82%) Northgate Housing
1 1 (1.82%) OPENContractor
1 1 (1.82%) OPENHousing
1 1 (1.82%) Orchard Housing
1 1 (1.82%) Servitor
Cloud Services
1 10 (18.18%) Microsoft Azure
2 2 (3.64%) Amazon AWS
3 1 (1.82%) Dynamics 365
3 1 (1.82%) Google Analytics
3 1 (1.82%) Google Cloud Platform
3 1 (1.82%) npm
3 1 (1.82%) PaaS
3 1 (1.82%) Serverless
Communications & Networking
1 1 (1.82%) HTTP
1 1 (1.82%) HTTPS
1 1 (1.82%) Internet
1 1 (1.82%) SSL
Database & Business Intelligence
1 5 (9.09%) Big Data
1 5 (9.09%) NoSQL
2 4 (7.27%) Azure SQL Database
2 4 (7.27%) Cosmos DB
3 3 (5.45%) Data Warehouse
4 2 (3.64%) RDBMS
4 2 (3.64%) Relational Database
5 1 (1.82%) Apache Hive
5 1 (1.82%) BusinessObjects
5 1 (1.82%) Data Mart
5 1 (1.82%) Data Mining
5 1 (1.82%) Enterprise Data Warehouse
5 1 (1.82%) MongoDB
5 1 (1.82%) MS Access
5 1 (1.82%) Oracle Reports
5 1 (1.82%) SAS EBI
Development Applications
1 6 (10.91%) Karma Test Runner
1 6 (10.91%) Mocha
2 4 (7.27%) JIRA
2 4 (7.27%) Selenium
3 1 (1.82%) Git (software)
3 1 (1.82%) gulp
3 1 (1.82%) webpack
General
1 12 (21.82%) Finance
2 8 (14.55%) Banking
3 3 (5.45%) Marketing
4 2 (3.64%) Corporate Banking
5 1 (1.82%) Back Office
Job Titles
1 12 (21.82%) Analyst
2 10 (18.18%) Developer
3 7 (12.73%) Software Engineer
4 6 (10.91%) Architect
4 6 (10.91%) Front End Developer (Client-Side Developer)
5 5 (9.09%) Data Analyst
6 4 (7.27%) Business Analyst
6 4 (7.27%) C# Software Engineer
6 4 (7.27%) React Developer
7 3 (5.45%) Service Manager
7 3 (5.45%) Services Director
7 3 (5.45%) Technology Director
8 2 (3.64%) Business Architect
8 2 (3.64%) Business Intelligence Developer
8 2 (3.64%) IT Services Manager
8 2 (3.64%) Java Software Engineer
8 2 (3.64%) Lead Architect
8 2 (3.64%) Lead Business Analyst
8 2 (3.64%) Senior Software Developer
8 2 (3.64%) Technical Specialist
Libraries, Frameworks & Software Standards
1 10 (18.18%) React
2 8 (14.55%) CSS
2 8 (14.55%) HTML
3 7 (12.73%) Redux
4 4 (7.27%) .NET
4 4 (7.27%) ASP.NET
4 4 (7.27%) ASP.NET Core
4 4 (7.27%) ASP.NET MVC
4 4 (7.27%) React Native
5 3 (5.45%) J2EE
6 2 (3.64%) AngularJS
6 2 (3.64%) Backbone.js
6 2 (3.64%) Node.js
6 2 (3.64%) Sass
6 2 (3.64%) Spring
7 1 (1.82%) Django
7 1 (1.82%) ISPF
7 1 (1.82%) LESS
7 1 (1.82%) Tivoli Directory Integrator
7 1 (1.82%) Twitter Bootstrap
Miscellaneous
1 12 (21.82%) Analytical Skills
2 2 (3.64%) Data Structures
2 2 (3.64%) User Experience
3 1 (1.82%) Algorithms
3 1 (1.82%) Cloud Native
3 1 (1.82%) DataPower
3 1 (1.82%) Enterprise Software
3 1 (1.82%) Mainframe
3 1 (1.82%) Management Information System
3 1 (1.82%) Self-Motivation
3 1 (1.82%) Social Media
Operating Systems
1 3 (5.45%) Unix
Processes & Methodologies
1 21 (38.18%) Agile Software Development
2 13 (23.64%) Stakeholder Management
3 11 (20.00%) Analytics
3 11 (20.00%) Problem-Solving
4 10 (18.18%) BDD
4 10 (18.18%) TDD
5 9 (16.36%) Software Engineering
6 8 (14.55%) Data Modelling
6 8 (14.55%) Microservices
7 7 (12.73%) Waterfall
8 6 (10.91%) Continuous Improvement
8 6 (10.91%) Front End Development
8 6 (10.91%) Project Management
8 6 (10.91%) SDLC
8 6 (10.91%) Service Design
8 6 (10.91%) TOGAF
9 5 (9.09%) Data Analysis
9 5 (9.09%) Enterprise Architecture
9 5 (9.09%) Technical Architecture
9 5 (9.09%) Visualisation
Programming Languages
1 13 (23.64%) SQL
2 10 (18.18%) JavaScript
3 8 (14.55%) Python
4 7 (12.73%) ES6
5 6 (10.91%) ES7
6 5 (9.09%) C#
6 5 (9.09%) R
7 3 (5.45%) Java
8 1 (1.82%) Bash Shell
8 1 (1.82%) MATLAB
8 1 (1.82%) Perl
8 1 (1.82%) PowerShell
8 1 (1.82%) Ruby
8 1 (1.82%) Scala
8 1 (1.82%) Shell Script
8 1 (1.82%) X++
Qualifications
1 4 (7.27%) Degree
2 2 (3.64%) PMP
3 1 (1.82%) Master's Degree
3 1 (1.82%) Numerate Degree
3 1 (1.82%) PMI Certification
3 1 (1.82%) PRINCE2 Certification
Quality Assurance & Compliance
1 2 (3.64%) Data Quality
1 2 (3.64%) PMO
2 1 (1.82%) QA
System Software
1 2 (3.64%) Docker
2 1 (1.82%) HDFS
2 1 (1.82%) Time Sharing Option
2 1 (1.82%) Tivoli Directory Server
Systems Management
1 2 (3.64%) Tivoli
2 1 (1.82%) Ansible
2 1 (1.82%) Capistrano
2 1 (1.82%) Tivoli Identity Manager
Vendors
1 8 (14.55%) Microsoft
2 4 (7.27%) IBM
3 3 (5.45%) CA
3 3 (5.45%) Oracle
3 3 (5.45%) Tableau
4 2 (3.64%) CA Agile Central
4 2 (3.64%) Google
4 2 (3.64%) MicroStrategy
5 1 (1.82%) Aareon
5 1 (1.82%) Alteryx
5 1 (1.82%) AppDynamics
5 1 (1.82%) Capita
5 1 (1.82%) Castleton
5 1 (1.82%) Civica
5 1 (1.82%) Northgate
5 1 (1.82%) Okta
5 1 (1.82%) Orchard
5 1 (1.82%) Red Hat
5 1 (1.82%) Symantec