The table below looks at the statistics for Analytics skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 43 66 67
Rank change year-on-year
+23 +1
Permanent jobs citing Analytics 43 39 31
As % of all permanent IT jobs located in Glasgow 4.41% 2.96% 2.97%
As % of the Processes & Methodologies category 4.93% 3.31% 3.25%
Number of salaries quoted 19 26 7
Median salary £40,000 £56,500 £40,000
Median salary % change year-on-year
-29.20% +41.25%
90% offered a salary of more than £22,900 £29,000 £34,000
10% offered a salary of more than £78,500 £57,000 £56,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
Analytics
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
872 1180 955
As % of all permanent IT jobs located in Glasgow 89.44% 89.67% 91.48%
Number of salaries quoted 519 758 606
Median salary £43,000 £43,500 £42,500
Median salary % change year-on-year
-1.14% +2.35%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £57,500 £70,000 £56,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in Glasgow

Analytics
Salary Trend in Glasgow

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

Analytics Salary Trend in Glasgow

Analytics
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Analytics across the Glasgow region over the 3 months to 10 December 2016.

Analytics Salary Histogram in Glasgow

Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 10 December 2016, IT jobs citing 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 Analytics.

1 52 (57.78%) Finance
2 39 (43.33%) Java
3 34 (37.78%) Agile Software Development
4 30 (33.33%) SQL
5 29 (32.22%) Python
6 25 (27.78%) Big Data
6 25 (27.78%) Data Analytics
7 21 (23.33%) Data Warehouse
7 21 (23.33%) Project Management
8 20 (22.22%) Analytical Skills
9 18 (20.00%) SDLC
9 18 (20.00%) Business Intelligence
10 17 (18.89%) Visualisation
11 15 (16.67%) Linux
11 15 (16.67%) IaaS
12 14 (15.56%) HTML
12 14 (15.56%) IBM
12 14 (15.56%) Banking
13 13 (14.44%) TDD
13 13 (14.44%) Scrum
13 13 (14.44%) Tomcat
13 13 (14.44%) Jenkins
13 13 (14.44%) Relational Database
14 12 (13.33%) Docker
14 12 (13.33%) Microservices
14 12 (13.33%) Hadoop
14 12 (13.33%) PaaS
14 12 (13.33%) ETL
14 12 (13.33%) Middleware
14 12 (13.33%) JavaScript

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 13 (14.44%) Tomcat
2 11 (12.22%) Apache Pig
3 8 (8.89%) Apache Qpid
4 7 (7.78%) Apache Spark
5 6 (6.67%) JBoss
6 5 (5.56%) SharePoint
7 3 (3.33%) Apache
7 3 (3.33%) Oracle SOA Suite
8 2 (2.22%) CMS
9 1 (1.11%) Confluence
9 1 (1.11%) SAS
9 1 (1.11%) WordPress
Applications
1 4 (4.44%) MS Excel
2 3 (3.33%) MS Office
3 2 (2.22%) Adobe Captivate
3 2 (2.22%) Adobe Illustrator
3 2 (2.22%) InDesign
3 2 (2.22%) MS PowerPoint
3 2 (2.22%) Photoshop
Business Applications
1 2 (2.22%) Cognos Business Intelligence
2 1 (1.11%) Dynamics NAV
Cloud Services
1 15 (16.67%) IaaS
2 12 (13.33%) PaaS
3 10 (11.11%) Amazon AWS
4 8 (8.89%) Amazon CloudWatch
4 8 (8.89%) Amazon EC2
4 8 (8.89%) Amazon S3
4 8 (8.89%) Microsoft Azure
5 4 (4.44%) DigitalOcean
5 4 (4.44%) SaaS
6 3 (3.33%) GitHub
7 2 (2.22%) Google Analytics
8 1 (1.11%) Amazon EMR
Communications & Networking
1 6 (6.67%) Internet
2 1 (1.11%) Peer-to-Peer Networking
Database & Business Intelligence
1 25 (27.78%) Big Data
2 21 (23.33%) Data Warehouse
3 13 (14.44%) Relational Database
4 12 (13.33%) Hadoop
5 11 (12.22%) Apache Hive
5 11 (12.22%) SQL Server
6 7 (7.78%) HBase
7 6 (6.67%) NoSQL
7 6 (6.67%) Oracle Database
8 5 (5.56%) RDBMS
9 4 (4.44%) Data Mining
9 4 (4.44%) Flink
9 4 (4.44%) KDB
9 4 (4.44%) Kdb+
9 4 (4.44%) SQL Server Integration Services
10 3 (3.33%) Oracle8/8i Database
10 3 (3.33%) SAP Data Services
10 3 (3.33%) Sqoop
11 2 (2.22%) MySQL
11 2 (2.22%) SQL Server Reporting Services
Development Applications
1 13 (14.44%) Jenkins
2 6 (6.67%) Oracle Forms
3 5 (5.56%) JIRA
4 4 (4.44%) Bitbucket
5 3 (3.33%) Git (software)
5 3 (3.33%) ProC
5 3 (3.33%) Visual Studio
6 2 (2.22%) Dreamweaver
6 2 (2.22%) Team Foundation Server
7 1 (1.11%) Artifactory
7 1 (1.11%) Hudson
7 1 (1.11%) Maven
7 1 (1.11%) PVCS
7 1 (1.11%) SonarQube
7 1 (1.11%) Subversion
7 1 (1.11%) Talend Open Studio
General
1 52 (57.78%) Finance
2 14 (15.56%) Banking
3 9 (10.00%) Retail
4 3 (3.33%) Marketing
4 3 (3.33%) Retail Banking
4 3 (3.33%) Spanish Language
5 2 (2.22%) Front Office
5 2 (2.22%) Investment Banking
5 2 (2.22%) Military
6 1 (1.11%) Publishing
Job Titles
1 38 (42.22%) Developer
2 13 (14.44%) Python Developer
3 9 (10.00%) Architect
4 4 (4.44%) Big Data Developer
4 4 (4.44%) C# Developer
4 4 (4.44%) Cloud Developer
4 4 (4.44%) Consultant
4 4 (4.44%) Designer
4 4 (4.44%) DevOps Engineer
4 4 (4.44%) Front End Developer (Client-Side Developer)
4 4 (4.44%) Java Developer
4 4 (4.44%) Software Developer
4 4 (4.44%) Solutions Architect
5 3 (3.33%) .NET Developer
5 3 (3.33%) Business Intelligence Developer
5 3 (3.33%) Business Intelligence Lead
5 3 (3.33%) C# .NET Developer
5 3 (3.33%) Continuous Deployment Engineer
5 3 (3.33%) Head of Delivery
5 3 (3.33%) Java Software Developer
Libraries, Frameworks & Software Standards
1 14 (15.56%) HTML
2 12 (13.33%) Middleware
3 11 (12.22%) HTML5
4 9 (10.00%) CSS
5 8 (8.89%) .NET
5 8 (8.89%) Apache Flex
5 8 (8.89%) JMS
5 8 (8.89%) REST
6 7 (7.78%) jQuery
7 6 (6.67%) CSS3
8 5 (5.56%) ELK Stack
9 4 (4.44%) AngularJS
9 4 (4.44%) Kafka
9 4 (4.44%) NumPy
9 4 (4.44%) RabbitMQ
9 4 (4.44%) SciPy
9 4 (4.44%) Spring
9 4 (4.44%) WPF
10 2 (2.22%) MDX
10 2 (2.22%) Node.js
Miscellaneous
1 20 (22.22%) Analytical Skills
2 17 (18.89%) Visualisation
3 10 (11.11%) Fixed Income
4 8 (8.89%) Data Integration
4 8 (8.89%) Hybrid Cloud
5 7 (7.78%) User Experience
6 6 (6.67%) Management Information System
7 5 (5.56%) Internet of Things
8 4 (4.44%) Public Cloud
8 4 (4.44%) Virtual Team
9 3 (3.33%) CESG
9 3 (3.33%) Data Structures
9 3 (3.33%) Social Media
10 2 (2.22%) Blockchain
10 2 (2.22%) Computer Science
10 2 (2.22%) Digital Media
10 2 (2.22%) Equities
10 2 (2.22%) Graphic Design
10 2 (2.22%) IVR
10 2 (2.22%) Ontologies
Operating Systems
1 15 (16.67%) Linux
2 12 (13.33%) Unix
3 9 (10.00%) Windows
4 3 (3.33%) Red Hat Enterprise Linux
5 1 (1.11%) Android
5 1 (1.11%) Apple iOS
Processes & Methodologies
1 34 (37.78%) Agile Software Development
2 25 (27.78%) Data Analytics
3 21 (23.33%) Project Management
4 18 (20.00%) Business Intelligence
4 18 (20.00%) SDLC
5 13 (14.44%) Scrum
5 13 (14.44%) TDD
6 12 (13.33%) ETL
6 12 (13.33%) Microservices
7 11 (12.22%) Service Delivery
8 10 (11.11%) Continuous Improvement
8 10 (11.11%) Continuous Integration
8 10 (11.11%) DevOps
8 10 (11.11%) SOA
8 10 (11.11%) Software Engineering
9 9 (10.00%) Business Analysis
9 9 (10.00%) Configuration Management
9 9 (10.00%) Data Modelling
9 9 (10.00%) Open Source
9 9 (10.00%) Stakeholder Management
Programming Languages
1 39 (43.33%) Java
2 30 (33.33%) SQL
3 29 (32.22%) Python
4 12 (13.33%) JavaScript
5 10 (11.11%) Perl
6 8 (8.89%) Ruby
7 6 (6.67%) Bash Shell
7 6 (6.67%) PL/SQL
8 5 (5.56%) C#
9 4 (4.44%) Go
10 3 (3.33%) R
10 3 (3.33%) T-SQL
10 3 (3.33%) VBA
11 2 (2.22%) PHP
12 1 (1.11%) C++
12 1 (1.11%) Groovy
12 1 (1.11%) Scala
Qualifications
1 11 (12.22%) Degree
2 1 (1.11%) SC Cleared
2 1 (1.11%) Security Cleared
Quality Assurance & Compliance
1 6 (6.67%) Data Quality
2 2 (2.22%) SLA
3 1 (1.11%) QA
System Software
1 12 (13.33%) Docker
2 8 (8.89%) Apache Flume
3 4 (4.44%) VMware ESXi
3 4 (4.44%) VMware Infrastructure
4 3 (3.33%) HDFS
Systems Management
1 8 (8.89%) Kubernetes
1 8 (8.89%) Mesos
2 4 (4.44%) Ansible
2 4 (4.44%) Opscode Chef
2 4 (4.44%) Puppet
3 3 (3.33%) Oozie
4 2 (2.22%) MOM
Vendors
1 14 (15.56%) IBM
2 12 (13.33%) Oracle
3 8 (8.89%) Sybase
4 6 (6.67%) Microsoft
4 6 (6.67%) MicroStrategy
5 5 (5.56%) Cognizant
6 4 (4.44%) SAP
6 4 (4.44%) Splunk
6 4 (4.44%) VMware
7 3 (3.33%) HP
7 3 (3.33%) Red Hat
7 3 (3.33%) Sun
7 3 (3.33%) Tableau
8 2 (2.22%) Adobe
8 2 (2.22%) Cognos
8 2 (2.22%) Google
8 2 (2.22%) Xerox
9 1 (1.11%) Talend
Glasgow, Lanarkshire
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 22 days ago