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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Analytics
Scotland / Glasgow
Rank 72 100 92
Rank change year-on-year +28 -8  
Permanent jobs citing Data Analytics 14 8 10
As % of all permanent IT jobs advertised in Glasgow 1.50% 0.62% 0.88%
As % of the Processes & Methodologies category 1.63% 0.67% 0.96%
Number of salaries quoted 11 4 3
Median salary £52,500 £57,500 £55,000
Median salary % change year-on-year -8.69% +4.54%  
UK excluding London median salary £45,000 £48,000 £47,500
% change year-on-year -6.25% +1.05%  

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 858 1191 1044
As % of all permanent IT job vacancies advertised in Glasgow 91.67% 91.83% 91.50%
Number of salaries quoted 502 737 694
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,500 £32,900
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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

Data Analytics
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Analytics in Glasgow over the 3 months to 25 March 2017.

Salary histogram for Data Analytics in Glasgow

Data Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 March 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 27 (100.00%) Analytics
2 14 (51.85%) Java
2 14 (51.85%) JavaScript
3 11 (40.74%) SQL
3 11 (40.74%) Big Data
4 9 (33.33%) Finance
4 9 (33.33%) Agile Software Development
5 7 (25.93%) Software Engineering
5 7 (25.93%) Visualisation
5 7 (25.93%) Internet
5 7 (25.93%) HTML
6 6 (22.22%) CSS
6 6 (22.22%) Data Warehouse
6 6 (22.22%) Data Modelling
6 6 (22.22%) Hadoop
6 6 (22.22%) Spring
7 5 (18.52%) MongoDB
7 5 (18.52%) SOA
7 5 (18.52%) ETL
7 5 (18.52%) JBoss
8 4 (14.81%) Apache
8 4 (14.81%) Tomcat
8 4 (14.81%) Web Services
8 4 (14.81%) Business Intelligence
8 4 (14.81%) SQL Server
8 4 (14.81%) Node.js
8 4 (14.81%) Enterprise Architecture
8 4 (14.81%) DevOps
8 4 (14.81%) Internet of Things
9 3 (11.11%) Line Management

Data Analytics
Top Related 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 5 (18.52%) JBoss
2 4 (14.81%) Apache
2 4 (14.81%) Tomcat
3 3 (11.11%) Apache Pig
4 2 (7.41%) Apache Spark
4 2 (7.41%) Oracle SOA Suite
4 2 (7.41%) WordPress
5 1 (3.70%) SharePoint
Applications
1 1 (3.70%) MS Excel
Cloud Services
1 2 (7.41%) IaaS
1 2 (7.41%) Microsoft Azure
1 2 (7.41%) SaaS
2 1 (3.70%) Amazon AWS
Communications & Networking
1 7 (25.93%) Internet
Database & Business Intelligence
1 11 (40.74%) Big Data
2 6 (22.22%) Data Warehouse
2 6 (22.22%) Hadoop
3 5 (18.52%) MongoDB
4 4 (14.81%) SQL Server
5 3 (11.11%) Apache Hive
5 3 (11.11%) HBase
5 3 (11.11%) Sqoop
6 2 (7.41%) Blockchain
6 2 (7.41%) NoSQL
6 2 (7.41%) Oracle Database
6 2 (7.41%) Oracle8/8i Database
7 1 (3.70%) BusinessObjects
7 1 (3.70%) Neo4j
7 1 (3.70%) Pentaho
7 1 (3.70%) PostgreSQL
7 1 (3.70%) QlikView
7 1 (3.70%) Relational Database
Development Applications
1 2 (7.41%) Oracle Forms
1 2 (7.41%) Talend Open Studio
General
1 9 (33.33%) Finance
2 3 (11.11%) Spanish Language
3 2 (7.41%) Marketing
3 2 (7.41%) Publishing
3 2 (7.41%) Retail
Job Titles
1 15 (55.56%) Developer
2 6 (22.22%) Java Developer
3 4 (14.81%) Software Developer
3 4 (14.81%) Software Engineer
4 3 (11.11%) Business Intelligence Lead
4 3 (11.11%) Java Engineer
4 3 (11.11%) Java Software Developer
4 3 (11.11%) Java Software Engineer
4 3 (11.11%) JavaScript Developer
4 3 (11.11%) JavaScript Engineer
5 2 (7.41%) Applications Developer
5 2 (7.41%) Chief Architect
5 2 (7.41%) Designer
5 2 (7.41%) HTML Developer
5 2 (7.41%) Lead Developer
5 2 (7.41%) Lead Java Developer
5 2 (7.41%) Lead Software Developer
5 2 (7.41%) SQL Developer
5 2 (7.41%) Web Applications Developer
5 2 (7.41%) Web Developer
Libraries, Frameworks & Software Standards
1 7 (25.93%) HTML
2 6 (22.22%) CSS
2 6 (22.22%) Spring
3 4 (14.81%) Node.js
3 4 (14.81%) Web Services
4 3 (11.11%) .NET
4 3 (11.11%) Ajax
4 3 (11.11%) AngularJS
4 3 (11.11%) Hibernate
4 3 (11.11%) HTML5
4 3 (11.11%) Middleware
5 2 (7.41%) D3.js
5 2 (7.41%) jQuery
5 2 (7.41%) JSON
5 2 (7.41%) REST
5 2 (7.41%) SOAP
5 2 (7.41%) XHTML
6 1 (3.70%) Struts
6 1 (3.70%) XML
6 1 (3.70%) XSLT
Miscellaneous
1 4 (14.81%) Internet of Things
2 3 (11.11%) Data Structures
3 2 (7.41%) Algorithms
3 2 (7.41%) Analytical Skills
3 2 (7.41%) Computer Science
3 2 (7.41%) Management Information System
3 2 (7.41%) Mobile App
3 2 (7.41%) User Experience
4 1 (3.70%) PMI
4 1 (3.70%) Private Cloud
Operating Systems
1 3 (11.11%) Linux
2 2 (7.41%) Red Hat Enterprise Linux
3 1 (3.70%) Android
3 1 (3.70%) Apple iOS
Processes & Methodologies
1 27 (100.00%) Analytics
2 9 (33.33%) Agile Software Development
3 7 (25.93%) Software Engineering
3 7 (25.93%) Visualisation
4 6 (22.22%) Data Modelling
5 5 (18.52%) ETL
5 5 (18.52%) SOA
6 4 (14.81%) Business Intelligence
6 4 (14.81%) DevOps
6 4 (14.81%) Enterprise Architecture
7 3 (11.11%) Business Analysis
7 3 (11.11%) Continuous Improvement
7 3 (11.11%) Continuous Integration
7 3 (11.11%) Data Flow Diagram
7 3 (11.11%) Line Management
7 3 (11.11%) MapReduce
7 3 (11.11%) Microservices
7 3 (11.11%) OO
7 3 (11.11%) Open Source
8 2 (7.41%) Data Lineage
Programming Languages
1 14 (51.85%) Java
1 14 (51.85%) JavaScript
2 11 (40.74%) SQL
3 3 (11.11%) PL/SQL
3 3 (11.11%) Python
4 2 (7.41%) Bash Shell
4 2 (7.41%) C#
4 2 (7.41%) Perl
4 2 (7.41%) PHP
5 1 (3.70%) C++
5 1 (3.70%) Groovy
5 1 (3.70%) VBA
Qualifications
1 1 (3.70%) Degree
1 1 (3.70%) PMI Certification
1 1 (3.70%) SC Cleared
1 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 1 (3.70%) Data Quality
System Software
1 3 (11.11%) HDFS
Systems Management
1 3 (11.11%) Oozie
Vendors
1 3 (11.11%) MicroStrategy
1 3 (11.11%) Oracle
2 2 (7.41%) Adobe
2 2 (7.41%) IBM
2 2 (7.41%) Red Hat
2 2 (7.41%) Talend
3 1 (3.70%) Microsoft
3 1 (3.70%) Tableau