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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Analytics
Scotland / Glasgow
Rank 47 49 60
Rank change year-on-year
+2 +11
Permanent jobs citing Analytics 37 61 36
As % of all permanent IT jobs located in Glasgow 4.14% 4.54% 3.40%
As % of the Processes & Methodologies category 4.67% 4.99% 3.71%
Number of salaries quoted 19 25 12
Median salary £40,000 £56,500 £41,750
Median salary % change year-on-year
-29.20% +35.32%
90% offered a salary of more than £24,000 £27,000 £34,150
10% offered a salary of more than £60,000 £57,800 £75,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

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
793 1223 970
As % of all permanent IT jobs located in Glasgow 88.80% 90.93% 91.51%
Number of salaries quoted 482 749 642
Median salary £45,000 £45,000 £42,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £60,000 £65,000 £58,000
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 22 January 2017.

Analytics Salary Histogram in Glasgow

Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 22 January 2017, 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 37 (49.33%) Finance
2 32 (42.67%) Java
3 25 (33.33%) Agile Software Development
3 25 (33.33%) Data Analytics
4 24 (32.00%) SQL
5 22 (29.33%) Python
5 22 (29.33%) Big Data
6 18 (24.00%) Analytical Skills
7 17 (22.67%) Project Management
8 14 (18.67%) Internet
8 14 (18.67%) Data Warehouse
9 13 (17.33%) JavaScript
10 12 (16.00%) Business Intelligence
10 12 (16.00%) Continuous Integration
11 11 (14.67%) IaaS
11 11 (14.67%) SDLC
12 10 (13.33%) Hadoop
12 10 (13.33%) Visualisation
12 10 (13.33%) Perl
12 10 (13.33%) Tomcat
13 9 (12.00%) HTML
13 9 (12.00%) Middleware
13 9 (12.00%) IBM
13 9 (12.00%) Service Delivery
13 9 (12.00%) Open Source
13 9 (12.00%) Continuous Improvement
13 9 (12.00%) Business Analysis
13 9 (12.00%) Jenkins
13 9 (12.00%) DevOps
14 8 (10.67%) Internet of Things

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 10 (13.33%) Tomcat
2 8 (10.67%) Apache Spark
3 7 (9.33%) Apache Pig
4 6 (8.00%) JBoss
4 6 (8.00%) SharePoint
5 5 (6.67%) Apache
5 5 (6.67%) Apache Qpid
5 5 (6.67%) CMS
6 3 (4.00%) Oracle SOA Suite
7 1 (1.33%) Confluence
7 1 (1.33%) SAS
7 1 (1.33%) WordPress
Applications
1 3 (4.00%) Adobe Captivate
1 3 (4.00%) Adobe Illustrator
1 3 (4.00%) InDesign
1 3 (4.00%) Photoshop
2 2 (2.67%) MS Excel
3 1 (1.33%) MS Office
Business Applications
1 1 (1.33%) Dynamics NAV
Cloud Services
1 11 (14.67%) IaaS
2 8 (10.67%) PaaS
3 6 (8.00%) Amazon AWS
3 6 (8.00%) Microsoft Azure
4 4 (5.33%) Amazon CloudWatch
4 4 (5.33%) Amazon EC2
4 4 (5.33%) Amazon S3
4 4 (5.33%) SaaS
5 3 (4.00%) GitHub
5 3 (4.00%) Google Analytics
6 1 (1.33%) Amazon EMR
Communications & Networking
1 14 (18.67%) Internet
2 1 (1.33%) Peer-to-Peer Networking
Database & Business Intelligence
1 22 (29.33%) Big Data
2 14 (18.67%) Data Warehouse
3 10 (13.33%) Hadoop
4 8 (10.67%) Relational Database
4 8 (10.67%) SQL Server
5 7 (9.33%) Apache Hive
6 5 (6.67%) MongoDB
7 4 (5.33%) Data Mining
7 4 (5.33%) Flink
8 3 (4.00%) HBase
8 3 (4.00%) MySQL
8 3 (4.00%) Oracle Database
8 3 (4.00%) Oracle8/8i Database
8 3 (4.00%) RDBMS
8 3 (4.00%) SAP Data Services
8 3 (4.00%) Sqoop
9 2 (2.67%) Kdb+
9 2 (2.67%) NoSQL
9 2 (2.67%) SAP HANA
9 2 (2.67%) SQL Server 2012
Development Applications
1 9 (12.00%) Jenkins
2 4 (5.33%) Oracle Forms
3 3 (4.00%) Dreamweaver
3 3 (4.00%) Git (software)
3 3 (4.00%) Visual Studio
4 2 (2.67%) Talend Open Studio
5 1 (1.33%) Artifactory
5 1 (1.33%) Hudson
5 1 (1.33%) JIRA
5 1 (1.33%) Maven
5 1 (1.33%) ProC
5 1 (1.33%) PVCS
5 1 (1.33%) SonarQube
5 1 (1.33%) Subversion
General
1 37 (49.33%) Finance
2 7 (9.33%) Retail
3 4 (5.33%) Banking
3 4 (5.33%) Marketing
4 3 (4.00%) Publishing
4 3 (4.00%) Spanish Language
5 2 (2.67%) Back Office
5 2 (2.67%) Military
6 1 (1.33%) Front Office
6 1 (1.33%) Investment Banking
6 1 (1.33%) Retail Banking
Job Titles
1 26 (34.67%) Developer
2 10 (13.33%) Python Developer
3 8 (10.67%) Architect
4 6 (8.00%) Java Developer
5 4 (5.33%) Development Manager
5 4 (5.33%) DevOps Engineer
5 4 (5.33%) Software Developer
5 4 (5.33%) Solutions Architect
6 3 (4.00%) Analyst
6 3 (4.00%) Business Intelligence Lead
6 3 (4.00%) Chief Architect
6 3 (4.00%) Consultant
6 3 (4.00%) Continuous Deployment Engineer
6 3 (4.00%) Digital Developer
6 3 (4.00%) Digital Development Manager
6 3 (4.00%) Java Engineer
6 3 (4.00%) Java Software Developer
6 3 (4.00%) Java Software Engineer
6 3 (4.00%) JavaScript Engineer
6 3 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (12.00%) HTML
1 9 (12.00%) Middleware
2 6 (8.00%) .NET
2 6 (8.00%) CSS
2 6 (8.00%) HTML5
2 6 (8.00%) REST
2 6 (8.00%) Spring
3 5 (6.67%) Apache Flex
3 5 (6.67%) ELK Stack
3 5 (6.67%) JMS
3 5 (6.67%) jQuery
4 4 (5.33%) Kafka
4 4 (5.33%) Node.js
4 4 (5.33%) NumPy
4 4 (5.33%) SciPy
4 4 (5.33%) Web Services
5 3 (4.00%) CSS3
5 3 (4.00%) Flash
5 3 (4.00%) Hibernate
6 2 (2.67%) WPF
Miscellaneous
1 18 (24.00%) Analytical Skills
2 10 (13.33%) Visualisation
3 8 (10.67%) Internet of Things
4 6 (8.00%) Data Integration
4 6 (8.00%) Fixed Income
4 6 (8.00%) Management Information System
5 5 (6.67%) Social Media
6 4 (5.33%) Hybrid Cloud
6 4 (5.33%) Public Cloud
7 3 (4.00%) Data Structures
7 3 (4.00%) Digital Media
7 3 (4.00%) Enterprise Software
7 3 (4.00%) Smartphone
8 2 (2.67%) Algorithms
8 2 (2.67%) Blockchain
8 2 (2.67%) Computer Science
8 2 (2.67%) Graphic Design
8 2 (2.67%) Mobile App
8 2 (2.67%) Ontologies
8 2 (2.67%) User Experience
Operating Systems
1 8 (10.67%) Linux
2 5 (6.67%) Windows
3 4 (5.33%) Unix
4 3 (4.00%) Red Hat Enterprise Linux
5 2 (2.67%) Android
5 2 (2.67%) Apple iOS
Processes & Methodologies
1 25 (33.33%) Agile Software Development
1 25 (33.33%) Data Analytics
2 17 (22.67%) Project Management
3 12 (16.00%) Business Intelligence
3 12 (16.00%) Continuous Integration
4 11 (14.67%) SDLC
5 9 (12.00%) Business Analysis
5 9 (12.00%) Continuous Improvement
5 9 (12.00%) DevOps
5 9 (12.00%) Open Source
5 9 (12.00%) Service Delivery
6 8 (10.67%) ETL
6 8 (10.67%) Integration Testing
6 8 (10.67%) Microservices
6 8 (10.67%) OO
6 8 (10.67%) Scrum
6 8 (10.67%) Software Engineering
6 8 (10.67%) Stakeholder Management
6 8 (10.67%) Technical Architecture
7 7 (9.33%) SEO
Programming Languages
1 32 (42.67%) Java
2 24 (32.00%) SQL
3 22 (29.33%) Python
4 13 (17.33%) JavaScript
5 10 (13.33%) Perl
6 8 (10.67%) Ruby
7 6 (8.00%) Bash Shell
8 3 (4.00%) C#
8 3 (4.00%) PHP
8 3 (4.00%) PL/SQL
8 3 (4.00%) VBA
9 1 (1.33%) C++
9 1 (1.33%) Groovy
9 1 (1.33%) Scala
9 1 (1.33%) T-SQL
Qualifications
1 7 (9.33%) Degree
2 1 (1.33%) SC Cleared
2 1 (1.33%) Security Cleared
Quality Assurance & Compliance
1 4 (5.33%) SLA
2 2 (2.67%) Data Quality
System Software
1 8 (10.67%) Docker
2 4 (5.33%) Apache Flume
2 4 (5.33%) VMware ESXi
2 4 (5.33%) VMware Infrastructure
3 3 (4.00%) HDFS
Systems Management
1 4 (5.33%) Ansible
1 4 (5.33%) Kubernetes
1 4 (5.33%) Mesos
1 4 (5.33%) Opscode Chef
1 4 (5.33%) Puppet
2 3 (4.00%) Oozie
Vendors
1 9 (12.00%) IBM
2 6 (8.00%) MicroStrategy
3 5 (6.67%) Adobe
3 5 (6.67%) Cognizant
3 5 (6.67%) Microsoft
3 5 (6.67%) Oracle
3 5 (6.67%) Sybase
4 4 (5.33%) Splunk
4 4 (5.33%) VMware
5 3 (4.00%) Google
5 3 (4.00%) Red Hat
5 3 (4.00%) SAP
6 2 (2.67%) Avaya
6 2 (2.67%) Remedy
6 2 (2.67%) Tableau
6 2 (2.67%) Talend
6 2 (2.67%) Xerox
7 1 (1.33%) HP
7 1 (1.33%) Sun
Glasgow, Lanarkshire
Search Consultancy
Salary: £25000.00 - £32000.00 per annum + benefits
Posted: 2 days ago
Glasgow, Lanarkshire
Spring Technology
Salary: £35000.00 - £45000.00 per annum + superb benefits
Posted: 4 days ago
Glasgow, Lanarkshire
Catch Resource Management Ltd
Salary: Market related
Posted: 2 days ago
Glasgow
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 13 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £37000 - £41000 per annum + Excellent Benefits
Posted: 4 days ago
Glasgow
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 13 days ago