The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
Scotland / Glasgow
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 92 98 87
Rank change year-on-year +6 -11  
Permanent jobs citing Data Analytics 7 12 21
As % of all permanent IT jobs advertised in Glasgow 0.59% 0.93% 1.65%
As % of the Processes & Methodologies category 0.64% 0.99% 1.82%
Number of salaries quoted 2 8 10
Median salary £37,500 £50,000 £44,500
Median salary % change year-on-year -25.00% +12.35%  
90% offered a salary of more than £35,500 £45,700 £36,600
10% offered a salary of more than £39,500 £59,500 £51,175
UK excluding London median salary £47,000 £54,000 £45,000
% change year-on-year -12.96% +20.00%  

Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 1090 1213 1155
As % of all permanent IT job vacancies advertised in Glasgow 92.45% 94.03% 90.52%
Number of salaries quoted 696 625 732
Median salary £47,000 £45,000 £42,500
Median salary % change year-on-year +4.44% +5.88%  
90% offered a salary of more than £32,500 £30,000 £34,100
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analytics
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics in Glasgow

Data Analytics
Salary Trend in Glasgow

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

Salary trend for Data Analytics in Glasgow

For the 6 months to 24 June 2017, IT jobs citing Data Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Data Analytics.

1 21 (100.00%) Analytics
2 13 (61.90%) SQL
3 9 (42.86%) Java
3 9 (42.86%) JavaScript
3 9 (42.86%) Visualisation
4 7 (33.33%) Agile Software Development
5 6 (28.57%) Software Engineering
5 6 (28.57%) Internet
6 5 (23.81%) Web Services
6 5 (23.81%) Big Data
7 4 (19.05%) Analytical Skills
7 4 (19.05%) Greenfield Project
7 4 (19.05%) HTML
7 4 (19.05%) CSS
7 4 (19.05%) ETL
7 4 (19.05%) Business Intelligence
7 4 (19.05%) Microsoft Azure
7 4 (19.05%) MongoDB
7 4 (19.05%) Data Visualisation
8 3 (14.29%) R
8 3 (14.29%) Web Development
8 3 (14.29%) Hadoop
8 3 (14.29%) Degree
8 3 (14.29%) Finance
8 3 (14.29%) OO
8 3 (14.29%) Apache
8 3 (14.29%) Python
8 3 (14.29%) SQL Server
8 3 (14.29%) Apache Spark
8 3 (14.29%) AngularJS

Data Analytics
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 (14.29%) Apache
1 3 (14.29%) Apache Spark
2 2 (9.52%) SAS
2 2 (9.52%) SharePoint
2 2 (9.52%) WordPress
3 1 (4.76%) IIS
3 1 (4.76%) Tomcat
Applications
1 1 (4.76%) Microsoft Excel
Business Applications
1 1 (4.76%) Cognos Business Intelligence
1 1 (4.76%) Cognos TM1
Cloud Services
1 4 (19.05%) Microsoft Azure
2 1 (4.76%) Amazon AWS
2 1 (4.76%) Cloud Computing
2 1 (4.76%) Office 365
Communications & Networking
1 6 (28.57%) Internet
2 1 (4.76%) IMAP
2 1 (4.76%) Network Security
2 1 (4.76%) POP3
2 1 (4.76%) PPTP
2 1 (4.76%) SMTP
2 1 (4.76%) TCP/IP
2 1 (4.76%) VoIP
2 1 (4.76%) VPN
Database & Business Intelligence
1 5 (23.81%) Big Data
2 4 (19.05%) MongoDB
3 3 (14.29%) Hadoop
3 3 (14.29%) SQL Server
4 2 (9.52%) Data Warehouse
5 1 (4.76%) BusinessObjects
5 1 (4.76%) Cognos Query Studio
5 1 (4.76%) MySQL
5 1 (4.76%) NoSQL
5 1 (4.76%) QlikView
5 1 (4.76%) Relational Database
5 1 (4.76%) SAS Visual Analytics
5 1 (4.76%) SQL Server Analysis Services
5 1 (4.76%) SQL Server Integration Services
5 1 (4.76%) SQL Server Reporting Services
Development Applications
1 1 (4.76%) Talend Open Studio
1 1 (4.76%) Team Foundation Server
General
1 3 (14.29%) Finance
2 2 (9.52%) Marketing
2 2 (9.52%) Publishing
Job Titles
1 11 (52.38%) Developer
2 3 (14.29%) Java Developer
2 3 (14.29%) Software Engineer
3 2 (9.52%) Applications Developer
3 2 (9.52%) Java Engineer
3 2 (9.52%) Java Software Engineer
3 2 (9.52%) JavaScript Developer
3 2 (9.52%) JavaScript Engineer
3 2 (9.52%) Junior
3 2 (9.52%) Mobile Developer
3 2 (9.52%) Web Applications Developer
3 2 (9.52%) Web Developer
4 1 (4.76%) Consultant
4 1 (4.76%) Integration Manager
4 1 (4.76%) Junior Consultant
4 1 (4.76%) Network Engineer
4 1 (4.76%) Network Security Engineer
4 1 (4.76%) PL/SQL Developer
4 1 (4.76%) Senior Developer
4 1 (4.76%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (23.81%) Web Services
2 4 (19.05%) CSS
2 4 (19.05%) HTML
3 3 (14.29%) AngularJS
4 2 (9.52%) D3.js
4 2 (9.52%) HTML5
4 2 (9.52%) JSON
4 2 (9.52%) Node.js
4 2 (9.52%) REST
4 2 (9.52%) SOAP
4 2 (9.52%) Spring
4 2 (9.52%) XHTML
5 1 (4.76%) .NET
5 1 (4.76%) Ajax
5 1 (4.76%) ASP.NET
5 1 (4.76%) ASP.NET MVC
5 1 (4.76%) Hibernate
5 1 (4.76%) Struts
Miscellaneous
1 4 (19.05%) Analytical Skills
1 4 (19.05%) Greenfield Project
2 3 (14.29%) Internet of Things
3 2 (9.52%) Algorithms
3 2 (9.52%) Mobile App
4 1 (4.76%) Computer Science
4 1 (4.76%) Data Structures
4 1 (4.76%) Management Information System
4 1 (4.76%) PMI
4 1 (4.76%) Private Cloud
4 1 (4.76%) User Experience
Operating Systems
1 1 (4.76%) Android
1 1 (4.76%) Apple iOS
1 1 (4.76%) Linux
1 1 (4.76%) Ubuntu
1 1 (4.76%) Windows
1 1 (4.76%) Windows Server
Processes & Methodologies
1 21 (100.00%) Analytics
2 9 (42.86%) Visualisation
3 7 (33.33%) Agile Software Development
4 6 (28.57%) Software Engineering
5 4 (19.05%) Business Intelligence
5 4 (19.05%) Data Visualisation
5 4 (19.05%) ETL
6 3 (14.29%) DevOps
6 3 (14.29%) Line Management
6 3 (14.29%) OO
6 3 (14.29%) Web Development
7 2 (9.52%) 3D Visualisation
7 2 (9.52%) Continuous Integration
7 2 (9.52%) Creative Problem-Solving
7 2 (9.52%) Data Modelling
7 2 (9.52%) Predictive Modelling
8 1 (4.76%) Android Development
8 1 (4.76%) iOS Development
8 1 (4.76%) MVC
8 1 (4.76%) SOA
Programming Languages
1 13 (61.90%) SQL
2 9 (42.86%) Java
2 9 (42.86%) JavaScript
3 3 (14.29%) Python
3 3 (14.29%) R
4 2 (9.52%) C#
4 2 (9.52%) PHP
5 1 (4.76%) PL/SQL
5 1 (4.76%) T-SQL
5 1 (4.76%) VBA
Qualifications
1 3 (14.29%) Degree
2 1 (4.76%) Computer Science Degree
2 1 (4.76%) PhD
2 1 (4.76%) PMI Certification
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
System Software
1 1 (4.76%) HDFS
1 1 (4.76%) Hyper-V
1 1 (4.76%) LXC
1 1 (4.76%) VMware Infrastructure
Vendors
1 1 (4.76%) Adobe
1 1 (4.76%) Cognos
1 1 (4.76%) IBM
1 1 (4.76%) Microsoft
1 1 (4.76%) Oracle
1 1 (4.76%) Tableau
1 1 (4.76%) Talend
1 1 (4.76%) VMware
Glasgow
Cathcart Associates
Posted: 17 days ago
Glasgow
Cathcart Associates
Salary: Benefits
Posted: 18 days ago
Glasgow
Cathcart Associates
Salary: Benefits
Posted: 18 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £45000 per annum + benefits
Posted: 16 days ago
Glasgow, Lanarkshire
CGI
Salary: £45000 - £55000 per annum + benefits
Posted: 16 days ago