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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Analytics
Scotland / Glasgow
Rank 45 58 62
Rank change year-on-year
+13 +4
Permanent jobs citing Analytics 42 56 35
As % of all permanent IT jobs located in Glasgow 4.64% 4.08% 3.01%
As % of the Processes & Methodologies category 5.13% 4.46% 3.31%
Number of salaries quoted 25 15 8
Median salary £39,000 £52,500 £58,000
Median salary % change year-on-year
-25.71% -9.48%
90% offered a salary of more than £25,400 £30,200 £41,350
10% offered a salary of more than £60,000 £57,800 £75,000
UK excluding London median salary £45,000 £47,359 £44,183
% change year-on-year
-4.98% +7.18%

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
819 1255 1058
As % of all permanent IT jobs located in Glasgow 90.40% 91.54% 90.97%
Number of salaries quoted 500 745 706
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,000 £31,500 £32,500
10% offered a salary of more than £60,000 £60,000 £62,500
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 23 February 2017.

Analytics Salary Histogram in Glasgow

Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 23 February 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 34 (41.46%) Finance
2 30 (36.59%) Data Analytics
3 27 (32.93%) Java
4 26 (31.71%) SQL
5 23 (28.05%) Big Data
6 21 (25.61%) Analytical Skills
6 21 (25.61%) Agile Software Development
7 20 (24.39%) JavaScript
8 15 (18.29%) Python
8 15 (18.29%) Internet
9 13 (15.85%) Project Management
9 13 (15.85%) Data Warehouse
9 13 (15.85%) Business Intelligence
9 13 (15.85%) HTML
9 13 (15.85%) SQL Server
10 12 (14.63%) Linux
10 12 (14.63%) Software Engineering
10 12 (14.63%) Visualisation
11 11 (13.41%) Hadoop
12 10 (12.20%) Continuous Integration
12 10 (12.20%) CSS
12 10 (12.20%) Perl
12 10 (12.20%) SDLC
13 9 (10.98%) Internet of Things
13 9 (10.98%) MS Excel
13 9 (10.98%) Windows
13 9 (10.98%) Service Delivery
14 8 (9.76%) SEO
14 8 (9.76%) Stakeholder Management
14 8 (9.76%) Microsoft

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 8 (9.76%) Apache Pig
1 8 (9.76%) Apache Spark
1 8 (9.76%) SharePoint
2 5 (6.10%) CMS
2 5 (6.10%) JBoss
2 5 (6.10%) Tomcat
3 4 (4.88%) Apache
4 2 (2.44%) Oracle SOA Suite
4 2 (2.44%) WordPress
5 1 (1.22%) Apache Qpid
5 1 (1.22%) Confluence
5 1 (1.22%) SAS
5 1 (1.22%) SharePoint 2013
Applications
1 9 (10.98%) MS Excel
2 4 (4.88%) Photoshop
3 3 (3.66%) Adobe Captivate
3 3 (3.66%) Adobe Illustrator
3 3 (3.66%) InDesign
4 2 (2.44%) MS Office
Business Applications
1 1 (1.22%) Dynamics AX
1 1 (1.22%) Dynamics NAV
Cloud Services
1 8 (9.76%) IaaS
2 7 (8.54%) Amazon AWS
2 7 (8.54%) Microsoft Azure
3 6 (7.32%) PaaS
4 5 (6.10%) Amazon CloudWatch
4 5 (6.10%) Amazon EC2
4 5 (6.10%) Amazon S3
5 3 (3.66%) GitHub
5 3 (3.66%) Google Analytics
5 3 (3.66%) SaaS
6 1 (1.22%) Adobe Analytics
6 1 (1.22%) Amazon EMR
Communications & Networking
1 15 (18.29%) Internet
2 2 (2.44%) DNS
2 2 (2.44%) Firewall
2 2 (2.44%) Kerberos
2 2 (2.44%) LAN
2 2 (2.44%) LDAP
2 2 (2.44%) WAN
2 2 (2.44%) Wireshark
Database & Business Intelligence
1 23 (28.05%) Big Data
2 13 (15.85%) Data Warehouse
2 13 (15.85%) SQL Server
3 11 (13.41%) Hadoop
4 8 (9.76%) Apache Hive
5 5 (6.10%) Flink
5 5 (6.10%) MongoDB
5 5 (6.10%) Relational Database
6 4 (4.88%) Data Mining
6 4 (4.88%) SQL Server Reporting Services
7 3 (3.66%) HBase
7 3 (3.66%) MS Access
7 3 (3.66%) MySQL
7 3 (3.66%) NoSQL
7 3 (3.66%) Oracle Database
7 3 (3.66%) RDBMS
7 3 (3.66%) SAP Data Services
7 3 (3.66%) Sqoop
8 2 (2.44%) SAP HANA
8 2 (2.44%) SQL Server 2012
Development Applications
1 7 (8.54%) Jenkins
2 3 (3.66%) Dreamweaver
2 3 (3.66%) Git (software)
2 3 (3.66%) Visual Studio
3 2 (2.44%) Oracle Forms
3 2 (2.44%) Talend Open Studio
4 1 (1.22%) Artifactory
4 1 (1.22%) Hudson
4 1 (1.22%) JIRA
4 1 (1.22%) Maven
4 1 (1.22%) PVCS
4 1 (1.22%) SonarQube
4 1 (1.22%) Subversion
4 1 (1.22%) Team Foundation Server
General
1 34 (41.46%) Finance
2 5 (6.10%) Retail
3 4 (4.88%) Banking
3 4 (4.88%) Marketing
3 4 (4.88%) Publishing
4 3 (3.66%) Spanish Language
5 2 (2.44%) Back Office
5 2 (2.44%) Military
6 1 (1.22%) Manufacturing
Job Titles
1 26 (31.71%) Developer
2 9 (10.98%) Architect
3 6 (7.32%) Analyst
3 6 (7.32%) Java Developer
3 6 (7.32%) Python Developer
4 5 (6.10%) Designer
5 4 (4.88%) Development Manager
5 4 (4.88%) Software Developer
5 4 (4.88%) Software Engineer
5 4 (4.88%) Solutions Architect
6 3 (3.66%) Business Intelligence Lead
6 3 (3.66%) Data Analyst
6 3 (3.66%) Digital Developer
6 3 (3.66%) Digital Development Manager
6 3 (3.66%) Java Engineer
6 3 (3.66%) Java Software Developer
6 3 (3.66%) Java Software Engineer
6 3 (3.66%) JavaScript Developer
6 3 (3.66%) JavaScript Engineer
6 3 (3.66%) SQL Developer
Libraries, Frameworks & Software Standards
1 13 (15.85%) HTML
2 10 (12.20%) CSS
3 7 (8.54%) REST
4 6 (7.32%) Elastic Stack
4 6 (7.32%) HTML5
4 6 (7.32%) jQuery
4 6 (7.32%) Spring
5 5 (6.10%) .NET
5 5 (6.10%) Kafka
5 5 (6.10%) NumPy
5 5 (6.10%) SciPy
5 5 (6.10%) Web Services
6 4 (4.88%) Ajax
6 4 (4.88%) Middleware
6 4 (4.88%) Node.js
7 3 (3.66%) AngularJS
7 3 (3.66%) CSS3
7 3 (3.66%) Flash
7 3 (3.66%) Hibernate
8 2 (2.44%) D3.js
Miscellaneous
1 21 (25.61%) Analytical Skills
2 9 (10.98%) Internet of Things
3 7 (8.54%) Management Information System
4 5 (6.10%) Hybrid Cloud
4 5 (6.10%) User Experience
5 4 (4.88%) Data Structures
5 4 (4.88%) Mobile App
5 4 (4.88%) Public Cloud
5 4 (4.88%) Social Media
6 3 (3.66%) Computer Science
6 3 (3.66%) Digital Media
6 3 (3.66%) Enterprise Software
6 3 (3.66%) Smartphone
7 2 (2.44%) Algorithms
7 2 (2.44%) Graphic Design
8 1 (1.22%) Fixed Income
8 1 (1.22%) PMI
8 1 (1.22%) Private Cloud
8 1 (1.22%) W3C
Operating Systems
1 12 (14.63%) Linux
2 9 (10.98%) Windows
3 6 (7.32%) Unix
4 2 (2.44%) Red Hat Enterprise Linux
4 2 (2.44%) Windows 2000
4 2 (2.44%) Windows Server 2012
5 1 (1.22%) Android
5 1 (1.22%) Apple iOS
Processes & Methodologies
1 30 (36.59%) Data Analytics
2 21 (25.61%) Agile Software Development
3 13 (15.85%) Business Intelligence
3 13 (15.85%) Project Management
4 12 (14.63%) Software Engineering
4 12 (14.63%) Visualisation
5 10 (12.20%) Continuous Integration
5 10 (12.20%) SDLC
6 9 (10.98%) Service Delivery
7 8 (9.76%) Business Analysis
7 8 (9.76%) Continuous Improvement
7 8 (9.76%) Data Modelling
7 8 (9.76%) ETL
7 8 (9.76%) Microservices
7 8 (9.76%) SEO
7 8 (9.76%) SOA
7 8 (9.76%) Stakeholder Management
8 7 (8.54%) Content Management
8 7 (8.54%) Technical Architecture
8 7 (8.54%) Web Analytics
Programming Languages
1 27 (32.93%) Java
2 26 (31.71%) SQL
3 20 (24.39%) JavaScript
4 15 (18.29%) Python
5 10 (12.20%) Perl
6 6 (7.32%) Ruby
7 5 (6.10%) Bash Shell
7 5 (6.10%) PHP
8 4 (4.88%) C#
8 4 (4.88%) PL/SQL
8 4 (4.88%) VBA
9 2 (2.44%) PowerShell
10 1 (1.22%) C
10 1 (1.22%) C++
10 1 (1.22%) Groovy
10 1 (1.22%) Scala
10 1 (1.22%) T-SQL
10 1 (1.22%) VB.NET
Qualifications
1 8 (9.76%) Degree
2 2 (2.44%) ITIL Certification
3 1 (1.22%) MCP
3 1 (1.22%) Microsoft Certification
3 1 (1.22%) PMI Certification
3 1 (1.22%) SC Cleared
3 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 4 (4.88%) SLA
2 1 (1.22%) Data Quality
2 1 (1.22%) QA
System Software
1 6 (7.32%) Docker
2 5 (6.10%) Apache Flume
3 3 (3.66%) HDFS
3 3 (3.66%) VMware Infrastructure
4 2 (2.44%) Active Directory
5 1 (1.22%) VMware ESXi
Systems Management
1 5 (6.10%) Docker Swarm
1 5 (6.10%) Kubernetes
1 5 (6.10%) Mesos
2 3 (3.66%) Oozie
3 1 (1.22%) Ansible
3 1 (1.22%) Opscode Chef
3 1 (1.22%) Puppet
Vendors
1 8 (9.76%) Microsoft
1 8 (9.76%) Oracle
2 7 (8.54%) Adobe
2 7 (8.54%) Splunk
3 6 (7.32%) MicroStrategy
4 5 (6.10%) Cognizant
5 3 (3.66%) Google
5 3 (3.66%) IBM
5 3 (3.66%) SAP
5 3 (3.66%) Tableau
5 3 (3.66%) VMware
6 2 (2.44%) Avaya
6 2 (2.44%) Cisco
6 2 (2.44%) Forcepoint
6 2 (2.44%) Intel Security
6 2 (2.44%) Red Hat
6 2 (2.44%) Remedy
6 2 (2.44%) Symantec
6 2 (2.44%) Talend
6 2 (2.44%) Xerox
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