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 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Analytics
Rank 44 50 99
Rank change year-on-year
+6 +49
Permanent jobs citing Analytics 75 53 16
As % of all permanent IT jobs located in Glasgow 5.78% 4.21% 1.20%
As % of the Processes & Methodologies category 6.19% 4.69% 1.35%
Number of salaries quoted 21 37 12
Median salary £47,500 £50,000 £63,750
Median salary % change year-on-year
-5.00% -21.56%
90% offered a salary of more than £30,000 £30,300 £48,250
10% offered a salary of more than £57,500 £62,456 £97,500
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
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
1212 1129 1188
As % of all permanent IT jobs located in Glasgow 93.37% 89.60% 89.39%
Number of salaries quoted 629 712 775
Median salary £45,000 £42,500 £42,000
Median salary % change year-on-year
+5.88% +1.19%
90% offered a salary of more than £31,500 £33,500 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 27 June 2016.

Analytics Salary Histogram in Glasgow

Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 27 June 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 75 (62.50%) Finance
2 61 (50.83%) Java
3 59 (49.17%) Agile Software Development
4 47 (39.17%) Degree
5 45 (37.50%) TDD
6 43 (35.83%) Unix
7 41 (34.17%) SQL
8 38 (31.67%) Linux
8 38 (31.67%) Python
9 33 (27.50%) Visualisation
10 32 (26.67%) Service Delivery
11 30 (25.00%) IaaS
11 30 (25.00%) SDLC
12 29 (24.17%) Docker
12 29 (24.17%) PaaS
12 29 (24.17%) BDD
12 29 (24.17%) Virtual Team
12 29 (24.17%) Windows
12 29 (24.17%) Banking
13 28 (23.33%) NoSQL
14 27 (22.50%) Amazon EC2
14 27 (22.50%) Amazon S3
14 27 (22.50%) Microsoft Azure
14 27 (22.50%) Amazon AWS
14 27 (22.50%) Machine Learning
14 27 (22.50%) Performance Monitoring
14 27 (22.50%) Software Distribution
14 27 (22.50%) Hybrid Cloud
14 27 (22.50%) Mesos
14 27 (22.50%) Amazon CloudWatch

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 (8.33%) MQSeries
2 7 (5.83%) Apache Spark
3 5 (4.17%) Apache Pig
3 5 (4.17%) SAS
4 4 (3.33%) Apache
5 3 (2.50%) Apache Solr
5 3 (2.50%) Elasticsearch
5 3 (2.50%) JBoss
6 2 (1.67%) NetWeaver
6 2 (1.67%) SharePoint
7 1 (0.83%) Tomcat
Applications
1 7 (5.83%) MS Excel
2 4 (3.33%) MS Office
2 4 (3.33%) MS PowerPoint
Business Applications
1 1 (0.83%) SAP BPC
Cloud Services
1 30 (25.00%) IaaS
2 29 (24.17%) PaaS
3 27 (22.50%) Amazon AWS
3 27 (22.50%) Amazon CloudWatch
3 27 (22.50%) Amazon EC2
3 27 (22.50%) Amazon S3
3 27 (22.50%) Microsoft Azure
4 7 (5.83%) Google Analytics
5 2 (1.67%) AdWords
5 2 (1.67%) DigitalOcean
6 1 (0.83%) SaaS
Communications & Networking
1 7 (5.83%) HTTP
2 5 (4.17%) Network Security
3 3 (2.50%) FTP
3 3 (2.50%) SNMP
3 3 (2.50%) TCP/IP
4 2 (1.67%) Firewall
5 1 (0.83%) DNS
Database & Business Intelligence
1 28 (23.33%) NoSQL
2 24 (20.00%) Data Warehouse
3 21 (17.50%) Big Data
4 17 (14.17%) Relational Database
5 12 (10.00%) Hadoop
6 10 (8.33%) Apache Cassandra
6 10 (8.33%) BigTable
6 10 (8.33%) PostgreSQL
6 10 (8.33%) Star Schema
7 9 (7.50%) Apache Hive
8 5 (4.17%) Enterprise Data Warehouse
8 5 (4.17%) HBase
9 4 (3.33%) Oracle Database
10 3 (2.50%) BusinessObjects
10 3 (2.50%) MS Access
10 3 (2.50%) Parquet
10 3 (2.50%) RDBMS
11 2 (1.67%) DB2
11 2 (1.67%) QlikView
11 2 (1.67%) SQL Server
Development Applications
1 6 (5.00%) Maven
2 5 (4.17%) Jenkins
3 4 (3.33%) JIRA
4 3 (2.50%) JUnit
4 3 (2.50%) Oracle Forms
5 2 (1.67%) Ant
5 2 (1.67%) Bitbucket
6 1 (0.83%) Balsamiq Mockups
6 1 (0.83%) FitNesse
6 1 (0.83%) Git (software)
General
1 75 (62.50%) Finance
2 29 (24.17%) Banking
3 11 (9.17%) Back Office
4 9 (7.50%) Marketing
5 6 (5.00%) Publishing
6 5 (4.17%) Games
7 4 (3.33%) Financial Institution
8 3 (2.50%) Legal
8 3 (2.50%) Retail
9 2 (1.67%) Automotive
9 2 (1.67%) Manufacturing
9 2 (1.67%) Retail Banking
Job Titles
1 56 (46.67%) Developer
2 21 (17.50%) Analyst
3 18 (15.00%) Cloud Developer
4 13 (10.83%) Consultant
5 11 (9.17%) Data Analyst
6 10 (8.33%) Java Developer
7 9 (7.50%) Cloud Engineer
7 9 (7.50%) Development Engineer
7 9 (7.50%) Full Stack Developer
7 9 (7.50%) Monitoring Engineer
7 9 (7.50%) Python Developer
8 7 (5.83%) Analyst Developer
8 7 (5.83%) Big Data Developer
9 5 (4.17%) Applications Developer
9 5 (4.17%) Business Intelligence Developer
9 5 (4.17%) Data Warehouse Analyst
9 5 (4.17%) Data Warehouse Developer
9 5 (4.17%) Developer Analyst
9 5 (4.17%) Security Consultant
10 4 (3.33%) IT Consultant
Libraries, Frameworks & Software Standards
1 26 (21.67%) HTML
2 25 (20.83%) REST
3 21 (17.50%) CSS
4 18 (15.00%) CSS3
4 18 (15.00%) HTML5
4 18 (15.00%) jQuery
5 14 (11.67%) XML
6 11 (9.17%) FIX Protocol
6 11 (9.17%) Middleware
7 10 (8.33%) XML Schema
8 7 (5.83%) Spring
9 4 (3.33%) ZeroMQ
10 3 (2.50%) Apache Flex
10 3 (2.50%) CGI
10 3 (2.50%) Ext JS
10 3 (2.50%) GWT
10 3 (2.50%) Kafka
10 3 (2.50%) OpenMP
10 3 (2.50%) Silverlight
10 3 (2.50%) SOAP
Miscellaneous
1 33 (27.50%) Visualisation
2 29 (24.17%) Virtual Team
3 27 (22.50%) Hybrid Cloud
4 20 (16.67%) Analytical Skills
5 11 (9.17%) Derivative
5 11 (9.17%) Fixed Income
5 11 (9.17%) Foreign Exchange (FX)
5 11 (9.17%) Market Risk
6 10 (8.33%) Management Information System
7 8 (6.67%) User Experience
8 7 (5.83%) Interest Rate Derivative
9 5 (4.17%) Computer Science
9 5 (4.17%) Mobile Games
9 5 (4.17%) Performance Metrics
10 4 (3.33%) Mathematics
10 4 (3.33%) Security Operations Centre
11 3 (2.50%) Data Integration
11 3 (2.50%) RIA
11 3 (2.50%) Social Media
11 3 (2.50%) Statistics
Operating Systems
1 43 (35.83%) Unix
2 38 (31.67%) Linux
3 29 (24.17%) Windows
4 5 (4.17%) Apple iOS
5 2 (1.67%) AIX
6 1 (0.83%) Red Hat Enterprise Linux
Processes & Methodologies
1 59 (49.17%) Agile Software Development
2 45 (37.50%) TDD
3 32 (26.67%) Service Delivery
4 30 (25.00%) SDLC
5 29 (24.17%) BDD
6 27 (22.50%) Configuration Management
6 27 (22.50%) Machine Learning
6 27 (22.50%) Performance Monitoring
6 27 (22.50%) Software Distribution
6 27 (22.50%) Software Engineering
7 25 (20.83%) Continuous Integration
8 23 (19.17%) Microservices
9 20 (16.67%) Data Analytics
9 20 (16.67%) DevOps
9 20 (16.67%) OO
10 19 (15.83%) SOA
11 18 (15.00%) Open Source
12 17 (14.17%) Business Intelligence
13 15 (12.50%) Scrum
14 14 (11.67%) System Testing
Programming Languages
1 61 (50.83%) Java
2 41 (34.17%) SQL
3 38 (31.67%) Python
4 21 (17.50%) Perl
5 19 (15.83%) Ruby
6 17 (14.17%) C#
7 16 (13.33%) C++
8 13 (10.83%) PL/SQL
9 10 (8.33%) XPath
10 7 (5.83%) JavaScript
11 5 (4.17%) C
11 5 (4.17%) R
11 5 (4.17%) Shell Script
12 4 (3.33%) Smalltalk
12 4 (3.33%) SPARQL
13 3 (2.50%) PowerShell
13 3 (2.50%) VBScript
14 2 (1.67%) Bash Shell
14 2 (1.67%) Go
Qualifications
1 47 (39.17%) Degree
2 4 (3.33%) CEH
2 4 (3.33%) GIAC
3 2 (1.67%) SAP Certification
4 1 (0.83%) CISSP
4 1 (0.83%) PMI Certification
4 1 (0.83%) Postgraduate
4 1 (0.83%) SANS
Quality Assurance & Compliance
1 5 (4.17%) QA
2 3 (2.50%) Data Quality
3 2 (1.67%) HL7
4 1 (0.83%) IAS 39
System Software
1 29 (24.17%) Docker
2 5 (4.17%) Apache Flume
3 1 (0.83%) RACF
3 1 (0.83%) VMware ESXi
3 1 (0.83%) VMware Infrastructure
Systems Management
1 27 (22.50%) Kubernetes
1 27 (22.50%) Mesos
2 4 (3.33%) QRadar
3 3 (2.50%) Fluentd
3 3 (2.50%) MOM
3 3 (2.50%) Nagios
3 3 (2.50%) Nessus
4 2 (1.67%) Ansible
4 2 (1.67%) Opscode Chef
4 2 (1.67%) Puppet
5 1 (0.83%) ArcSight ESM
5 1 (0.83%) Control-M
5 1 (0.83%) RSA Security Analytics
Vendors
1 23 (19.17%) Oracle
2 9 (7.50%) Informatica
3 7 (5.83%) Google
4 5 (4.17%) Vertica
5 4 (3.33%) ArcSight
5 4 (3.33%) IBM
5 4 (3.33%) Microsoft
5 4 (3.33%) Qualys
5 4 (3.33%) SAP
5 4 (3.33%) Splunk
6 3 (2.50%) MicroStrategy
6 3 (2.50%) ServiceNow
7 2 (1.67%) HP
7 2 (1.67%) Sony
7 2 (1.67%) Sun
7 2 (1.67%) Twitter
8 1 (0.83%) Ab Initio
8 1 (0.83%) Hyperion
8 1 (0.83%) Red Hat
8 1 (0.83%) VMware
Glasgow, Lanarkshire
Three
Salary: Excellent Salary +Benefits
Posted: 2 hours ago
Glasgow, Lanarkshire
HMRC
Salary: Competitive
Posted: 14 days ago
Glasgow
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £35000.00 per annum
Posted: 11 days ago
Glasgow, Lanarkshire
CGI
Salary: £42,000 - £55,000 per annum + benefits
Posted: 27 days ago
Glasgow, Lanarkshire
CGI
Salary: £30,000 - £40,000 per annum + benefits
Posted: 27 days ago