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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Analytics
Rank 52 44 97
Rank change year-on-year
-8 +53
Permanent jobs citing Analytics 52 65 17
As % of all permanent IT jobs located in Glasgow 4.57% 5.15% 1.23%
As % of the Processes & Methodologies category 5.00% 5.61% 1.35%
Number of salaries quoted 23 48 10
Median salary £46,000 £56,750 £54,500
Median salary % change year-on-year
-18.94% +4.12%
90% offered a salary of more than £31,800 £35,520 £44,700
10% offered a salary of more than £55,000 £75,000 £63,250
UK excluding London median salary £45,000 £45,000 £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
1041 1158 1258
As % of all permanent IT jobs located in Glasgow 91.40% 91.69% 90.83%
Number of salaries quoted 520 738 755
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £60,000 £57,500 £63,000
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 30 August 2016.

Analytics Salary Histogram in Glasgow

Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 30 August 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 82 (73.21%) Finance
2 64 (57.14%) Java
3 63 (56.25%) Agile Software Development
4 41 (36.61%) Unix
5 40 (35.71%) Linux
5 40 (35.71%) TDD
5 40 (35.71%) SDLC
6 38 (33.93%) Visualisation
6 38 (33.93%) SQL
7 37 (33.04%) Python
7 37 (33.04%) Degree
8 36 (32.14%) IaaS
9 34 (30.36%) Docker
9 34 (30.36%) PaaS
10 33 (29.46%) HTML
11 32 (28.57%) Windows
12 29 (25.89%) Configuration Management
12 29 (25.89%) Service Delivery
12 29 (25.89%) Amazon EC2
12 29 (25.89%) Amazon S3
12 29 (25.89%) Microsoft Azure
12 29 (25.89%) Amazon AWS
12 29 (25.89%) Mesos
12 29 (25.89%) Amazon CloudWatch
12 29 (25.89%) Kubernetes
12 29 (25.89%) Performance Monitoring
12 29 (25.89%) Software Distribution
12 29 (25.89%) Machine Learning
12 29 (25.89%) Hybrid Cloud
13 27 (24.11%) Banking

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 (8.93%) Tomcat
2 9 (8.04%) Apache Spark
3 8 (7.14%) Apache Qpid
4 5 (4.46%) Apache
4 5 (4.46%) Apache Pig
4 5 (4.46%) SAS
5 4 (3.57%) JBoss
6 3 (2.68%) Apache Solr
6 3 (2.68%) Elasticsearch
7 2 (1.79%) NetWeaver
8 1 (0.89%) WordPress
Applications
1 4 (3.57%) MS Excel
1 4 (3.57%) MS Office
1 4 (3.57%) MS PowerPoint
Business Applications
1 2 (1.79%) Cognos Business Intelligence
2 1 (0.89%) SAP BPC
Cloud Services
1 36 (32.14%) IaaS
2 34 (30.36%) PaaS
3 29 (25.89%) Amazon AWS
3 29 (25.89%) Amazon CloudWatch
3 29 (25.89%) Amazon EC2
3 29 (25.89%) Amazon S3
3 29 (25.89%) Microsoft Azure
4 4 (3.57%) DigitalOcean
5 2 (1.79%) Google Analytics
5 2 (1.79%) SaaS
Communications & Networking
1 3 (2.68%) FTP
1 3 (2.68%) HTTP
1 3 (2.68%) SNMP
1 3 (2.68%) TCP/IP
2 2 (1.79%) Firewall
3 1 (0.89%) DNS
3 1 (0.89%) Network Security
3 1 (0.89%) Peer-to-Peer Networking
Database & Business Intelligence
1 22 (19.64%) Data Warehouse
2 20 (17.86%) NoSQL
3 18 (16.07%) Big Data
4 12 (10.71%) Hadoop
5 11 (9.82%) Relational Database
6 9 (8.04%) Apache Hive
7 7 (6.25%) Star Schema
8 5 (4.46%) Enterprise Data Warehouse
8 5 (4.46%) HBase
8 5 (4.46%) Oracle Database
8 5 (4.46%) SQL Server
8 5 (4.46%) SQL Server Integration Services
9 4 (3.57%) KDB
9 4 (3.57%) Kdb+
10 3 (2.68%) BusinessObjects
10 3 (2.68%) Parquet
10 3 (2.68%) RDBMS
10 3 (2.68%) SQL Server Reporting Services
11 2 (1.79%) Cognos Query Studio
11 2 (1.79%) IBM BigInsights
Development Applications
1 9 (8.04%) Jenkins
2 7 (6.25%) Oracle Forms
3 6 (5.36%) JIRA
4 4 (3.57%) Bitbucket
5 3 (2.68%) ProC
6 2 (1.79%) Ant
6 2 (1.79%) JUnit
6 2 (1.79%) Maven
6 2 (1.79%) Team Foundation Server
7 1 (0.89%) Balsamiq Mockups
7 1 (0.89%) Git (software)
General
1 82 (73.21%) Finance
2 27 (24.11%) Banking
3 7 (6.25%) Retail
4 5 (4.46%) Games
4 5 (4.46%) Marketing
4 5 (4.46%) Retail Banking
5 4 (3.57%) Publishing
6 3 (2.68%) Legal
7 2 (1.79%) Automotive
7 2 (1.79%) Front Office
7 2 (1.79%) Investment Banking
7 2 (1.79%) Manufacturing
8 1 (0.89%) Back Office
Job Titles
1 54 (48.21%) Developer
2 20 (17.86%) Cloud Developer
3 13 (11.61%) Analyst
4 11 (9.82%) Data Analyst
4 11 (9.82%) Python Developer
5 9 (8.04%) Cloud Engineer
5 9 (8.04%) Development Engineer
5 9 (8.04%) Full Stack Developer
5 9 (8.04%) Monitoring Engineer
6 8 (7.14%) Consultant
7 7 (6.25%) Big Data Developer
8 5 (4.46%) Analyst Developer
8 5 (4.46%) Data Warehouse Analyst
8 5 (4.46%) Data Warehouse Developer
8 5 (4.46%) Developer Analyst
8 5 (4.46%) Java Developer
8 5 (4.46%) Product Manager
9 4 (3.57%) Data Modeller
9 4 (3.57%) Security Engineer
9 4 (3.57%) Technical Developer
Libraries, Frameworks & Software Standards
1 33 (29.46%) HTML
2 24 (21.43%) CSS
2 24 (21.43%) HTML5
3 23 (20.54%) REST
4 20 (17.86%) CSS3
4 20 (17.86%) jQuery
5 11 (9.82%) Apache Flex
6 10 (8.93%) Middleware
7 8 (7.14%) JMS
8 6 (5.36%) .NET
9 4 (3.57%) AngularJS
9 4 (3.57%) RabbitMQ
9 4 (3.57%) WPF
9 4 (3.57%) XML
10 3 (2.68%) Ext JS
10 3 (2.68%) GWT
10 3 (2.68%) Kafka
10 3 (2.68%) OpenMP
10 3 (2.68%) Silverlight
10 3 (2.68%) SOAP
Miscellaneous
1 38 (33.93%) Visualisation
2 29 (25.89%) Hybrid Cloud
3 21 (18.75%) Virtual Team
4 11 (9.82%) Analytical Skills
4 11 (9.82%) Fixed Income
5 9 (8.04%) User Experience
6 5 (4.46%) CESG
6 5 (4.46%) Computer Science
6 5 (4.46%) Data Integration
6 5 (4.46%) Mobile Games
6 5 (4.46%) Performance Metrics
7 4 (3.57%) Management Information System
7 4 (3.57%) Mathematics
8 3 (2.68%) RIA
8 3 (2.68%) Statistics
9 2 (1.79%) Equities
9 2 (1.79%) IVR
9 2 (1.79%) Life Science
9 2 (1.79%) Social Media
10 1 (0.89%) Foreign Exchange (FX)
Operating Systems
1 41 (36.61%) Unix
2 40 (35.71%) Linux
3 32 (28.57%) Windows
4 6 (5.36%) Apple iOS
5 2 (1.79%) AIX
5 2 (1.79%) Red Hat Enterprise Linux
6 1 (0.89%) Android
Processes & Methodologies
1 63 (56.25%) Agile Software Development
2 40 (35.71%) SDLC
2 40 (35.71%) TDD
3 29 (25.89%) Configuration Management
3 29 (25.89%) Machine Learning
3 29 (25.89%) Performance Monitoring
3 29 (25.89%) Service Delivery
3 29 (25.89%) Software Distribution
4 26 (23.21%) Software Engineering
5 25 (22.32%) DevOps
6 22 (19.64%) Microservices
6 22 (19.64%) SOA
7 21 (18.75%) BDD
8 20 (17.86%) Scrum
9 18 (16.07%) Data Analytics
10 17 (15.18%) Continuous Integration
10 17 (15.18%) Open Source
11 16 (14.29%) Project Management
12 14 (12.50%) OO
13 13 (11.61%) Business Intelligence
Programming Languages
1 64 (57.14%) Java
2 38 (33.93%) SQL
3 37 (33.04%) Python
4 18 (16.07%) Perl
5 10 (8.93%) JavaScript
6 9 (8.04%) PL/SQL
7 8 (7.14%) Ruby
8 7 (6.25%) C#
9 6 (5.36%) C++
10 5 (4.46%) Bash Shell
10 5 (4.46%) C
10 5 (4.46%) R
11 4 (3.57%) Go
12 3 (2.68%) PowerShell
12 3 (2.68%) VBScript
13 2 (1.79%) T-SQL
Qualifications
1 37 (33.04%) Degree
2 2 (1.79%) SAP Certification
3 1 (0.89%) CISSP
3 1 (0.89%) Postgraduate
3 1 (0.89%) SANS
Quality Assurance & Compliance
1 7 (6.25%) Data Quality
2 5 (4.46%) Actionable Recommendations
3 2 (1.79%) QA
4 1 (0.89%) IAS 39
System Software
1 34 (30.36%) Docker
2 5 (4.46%) Apache Flume
2 5 (4.46%) VMware ESXi
2 5 (4.46%) VMware Infrastructure
3 1 (0.89%) RACF
Systems Management
1 29 (25.89%) Kubernetes
1 29 (25.89%) Mesos
2 5 (4.46%) Ansible
2 5 (4.46%) Opscode Chef
2 5 (4.46%) Puppet
3 4 (3.57%) QRadar
4 3 (2.68%) Fluentd
4 3 (2.68%) MOM
4 3 (2.68%) Nagios
4 3 (2.68%) Nessus
5 1 (0.89%) ArcSight ESM
5 1 (0.89%) RSA Security Analytics
Vendors
1 26 (23.21%) Oracle
2 16 (14.29%) IBM
3 9 (8.04%) Informatica
4 8 (7.14%) Sybase
5 5 (4.46%) HP
5 5 (4.46%) Microsoft
5 5 (4.46%) Sun
5 5 (4.46%) Vertica
5 5 (4.46%) VMware
6 4 (3.57%) ArcSight
6 4 (3.57%) Qualys
6 4 (3.57%) SAP
6 4 (3.57%) Splunk
7 3 (2.68%) ServiceNow
7 3 (2.68%) Tableau
8 2 (1.79%) Cognos
8 2 (1.79%) Google
8 2 (1.79%) Red Hat
8 2 (1.79%) Sony
8 2 (1.79%) Twitter
Glasgow, Lanarkshire
CGI
Salary: £28000 - £42000 per annum + benefits
Posted: 5 hours ago
Glasgow, Lanarkshire
CGI
Salary: £42000 - £50000 per annum + Benefits
Posted: 6 days ago
Glasgow London Edinburgh
Procurious
Salary: £0 - £35,000 per year
Posted: 22 days ago
Glasgow London Edinburgh
Procurious
Salary: £0 - £35,000 per year
Posted: 22 days ago