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

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Analytics
Rank 47 48 102
Rank change year-on-year
+1 +54
Permanent jobs citing Analytics 73 58 16
As % of all permanent IT jobs located in Glasgow 5.69% 4.72% 1.14%
As % of the Processes & Methodologies category 6.14% 5.19% 1.27%
Number of salaries quoted 22 47 13
Median salary £47,000 £47,500 £62,500
Median salary % change year-on-year
-1.05% -24.00%
90% offered a salary of more than £31,400 £30,300 £48,800
10% offered a salary of more than £55,900 £75,000 £69,000
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
1188 1117 1262
As % of all permanent IT jobs located in Glasgow 92.67% 90.89% 90.21%
Number of salaries quoted 600 704 801
Median salary £45,000 £44,000 £40,000
Median salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £30,148 £34,000 £30,000
10% offered a salary of more than £60,000 £60,000 £63,000
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 23 July 2016.

Analytics Salary Histogram in Glasgow

Analytics
Top 30 Related IT Skills in Glasgow

For the 6 months to 23 July 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 77 (68.75%) Finance
2 65 (58.04%) Java
3 63 (56.25%) Agile Software Development
4 45 (40.18%) TDD
5 44 (39.29%) Unix
6 43 (38.39%) Degree
7 40 (35.71%) Linux
7 40 (35.71%) SQL
8 37 (33.04%) Python
9 35 (31.25%) Visualisation
9 35 (31.25%) SDLC
10 32 (28.57%) IaaS
11 31 (27.68%) PaaS
11 31 (27.68%) Docker
11 31 (27.68%) HTML
11 31 (27.68%) Windows
12 30 (26.79%) Banking
13 29 (25.89%) Software Engineering
13 29 (25.89%) Configuration Management
13 29 (25.89%) Service Delivery
13 29 (25.89%) Performance Monitoring
13 29 (25.89%) Software Distribution
13 29 (25.89%) Hybrid Cloud
13 29 (25.89%) Mesos
13 29 (25.89%) Amazon CloudWatch
13 29 (25.89%) Kubernetes
13 29 (25.89%) Amazon EC2
13 29 (25.89%) Amazon S3
13 29 (25.89%) Microsoft Azure
13 29 (25.89%) Amazon AWS

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 (7.14%) Apache Spark
2 6 (5.36%) MQSeries
3 5 (4.46%) Apache Pig
3 5 (4.46%) SAS
4 4 (3.57%) Apache
4 4 (3.57%) Tomcat
5 3 (2.68%) Apache Qpid
5 3 (2.68%) Apache Solr
5 3 (2.68%) Elasticsearch
5 3 (2.68%) JBoss
6 2 (1.79%) NetWeaver
Applications
1 5 (4.46%) MS Excel
2 4 (3.57%) MS Office
2 4 (3.57%) MS PowerPoint
Business Applications
1 2 (1.79%) Cognos Business Intelligence
2 1 (0.89%) SAP BPC
Cloud Services
1 32 (28.57%) IaaS
2 31 (27.68%) 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 3 (2.68%) Google Analytics
6 1 (0.89%) AdWords
6 1 (0.89%) SaaS
Communications & Networking
1 6 (5.36%) HTTP
2 3 (2.68%) FTP
2 3 (2.68%) SNMP
2 3 (2.68%) TCP/IP
3 2 (1.79%) Firewall
3 2 (1.79%) Network Security
4 1 (0.89%) DNS
Database & Business Intelligence
1 26 (23.21%) NoSQL
2 20 (17.86%) Data Warehouse
3 17 (15.18%) Big Data
4 14 (12.50%) Relational Database
5 12 (10.71%) Hadoop
6 9 (8.04%) Apache Hive
7 8 (7.14%) Star Schema
8 6 (5.36%) Apache Cassandra
8 6 (5.36%) BigTable
8 6 (5.36%) PostgreSQL
9 5 (4.46%) Enterprise Data Warehouse
9 5 (4.46%) HBase
9 5 (4.46%) SQL Server
9 5 (4.46%) SQL Server Integration Services
10 4 (3.57%) BusinessObjects
10 4 (3.57%) Oracle Database
11 3 (2.68%) Parquet
11 3 (2.68%) RDBMS
11 3 (2.68%) SQL Server Reporting Services
12 2 (1.79%) QlikView
Development Applications
1 7 (6.25%) Jenkins
2 6 (5.36%) JIRA
3 5 (4.46%) Maven
3 5 (4.46%) Oracle Forms
4 4 (3.57%) Bitbucket
5 3 (2.68%) JUnit
6 2 (1.79%) Ant
6 2 (1.79%) ProC
6 2 (1.79%) Team Foundation Server
7 1 (0.89%) Balsamiq Mockups
7 1 (0.89%) FitNesse
7 1 (0.89%) Git (software)
General
1 77 (68.75%) Finance
2 30 (26.79%) Banking
3 7 (6.25%) Back Office
4 5 (4.46%) Games
4 5 (4.46%) Marketing
4 5 (4.46%) Retail
5 4 (3.57%) Retail Banking
6 3 (2.68%) Financial Institution
6 3 (2.68%) Legal
6 3 (2.68%) Publishing
7 2 (1.79%) Automotive
7 2 (1.79%) Manufacturing
8 1 (0.89%) Front Office
8 1 (0.89%) Investment Banking
Job Titles
1 57 (50.89%) Developer
2 20 (17.86%) Cloud Developer
3 14 (12.50%) Analyst
4 11 (9.82%) Data Analyst
5 10 (8.93%) Python Developer
6 9 (8.04%) Cloud Engineer
6 9 (8.04%) Development Engineer
6 9 (8.04%) Full Stack Developer
6 9 (8.04%) Java Developer
6 9 (8.04%) Monitoring Engineer
7 8 (7.14%) Consultant
8 7 (6.25%) Big Data Developer
9 5 (4.46%) Analyst Developer
9 5 (4.46%) Applications Developer
9 5 (4.46%) Data Warehouse Analyst
9 5 (4.46%) Data Warehouse Developer
9 5 (4.46%) Developer Analyst
10 4 (3.57%) C++ Applications Developer
10 4 (3.57%) Data Modeller
10 4 (3.57%) Security Engineer
Libraries, Frameworks & Software Standards
1 31 (27.68%) HTML
2 26 (23.21%) REST
3 24 (21.43%) CSS
4 22 (19.64%) HTML5
5 20 (17.86%) CSS3
5 20 (17.86%) jQuery
6 10 (8.93%) Middleware
6 10 (8.93%) XML
7 7 (6.25%) FIX Protocol
8 6 (5.36%) Apache Flex
8 6 (5.36%) Spring
8 6 (5.36%) XML Schema
9 4 (3.57%) AngularJS
9 4 (3.57%) RabbitMQ
10 3 (2.68%) .NET
10 3 (2.68%) CGI
10 3 (2.68%) JMS
10 3 (2.68%) Kafka
10 3 (2.68%) SOAP
10 3 (2.68%) Web Services
Miscellaneous
1 35 (31.25%) Visualisation
2 29 (25.89%) Hybrid Cloud
3 27 (24.11%) Virtual Team
4 17 (15.18%) Analytical Skills
5 11 (9.82%) Fixed Income
6 8 (7.14%) Management Information System
6 8 (7.14%) User Experience
7 7 (6.25%) Derivative
7 7 (6.25%) Foreign Exchange (FX)
7 7 (6.25%) Market Risk
8 5 (4.46%) Computer Science
8 5 (4.46%) Interest Rate Derivative
8 5 (4.46%) Mobile Games
8 5 (4.46%) Performance Metrics
9 4 (3.57%) CESG
9 4 (3.57%) Data Integration
9 4 (3.57%) Mathematics
10 3 (2.68%) RIA
10 3 (2.68%) Statistics
11 2 (1.79%) Life Science
Operating Systems
1 44 (39.29%) Unix
2 40 (35.71%) Linux
3 31 (27.68%) Windows
4 5 (4.46%) Apple iOS
5 2 (1.79%) AIX
6 1 (0.89%) Red Hat Enterprise Linux
Processes & Methodologies
1 63 (56.25%) Agile Software Development
2 45 (40.18%) TDD
3 35 (31.25%) SDLC
4 29 (25.89%) Configuration Management
4 29 (25.89%) Machine Learning
4 29 (25.89%) Performance Monitoring
4 29 (25.89%) Service Delivery
4 29 (25.89%) Software Distribution
4 29 (25.89%) Software Engineering
5 27 (24.11%) BDD
6 24 (21.43%) Microservices
7 22 (19.64%) DevOps
8 21 (18.75%) Continuous Integration
8 21 (18.75%) SOA
9 20 (17.86%) Data Analytics
10 18 (16.07%) OO
11 17 (15.18%) Open Source
11 17 (15.18%) Scrum
12 13 (11.61%) Business Intelligence
12 13 (11.61%) Project Management
Programming Languages
1 65 (58.04%) Java
2 40 (35.71%) SQL
3 37 (33.04%) Python
4 19 (16.96%) Perl
5 14 (12.50%) C#
5 14 (12.50%) Ruby
6 12 (10.71%) C++
7 11 (9.82%) PL/SQL
8 10 (8.93%) JavaScript
9 6 (5.36%) XPath
10 5 (4.46%) C
10 5 (4.46%) R
11 4 (3.57%) Go
11 4 (3.57%) Shell Script
12 3 (2.68%) PowerShell
12 3 (2.68%) SPARQL
12 3 (2.68%) VBScript
13 2 (1.79%) Bash Shell
13 2 (1.79%) Smalltalk
13 2 (1.79%) T-SQL
Qualifications
1 43 (38.39%) Degree
2 2 (1.79%) SAP Certification
3 1 (0.89%) CEH
3 1 (0.89%) CISSP
3 1 (0.89%) GIAC
3 1 (0.89%) Postgraduate
3 1 (0.89%) SANS
Quality Assurance & Compliance
1 6 (5.36%) Data Quality
2 5 (4.46%) Actionable Recommendations
3 3 (2.68%) QA
4 1 (0.89%) IAS 39
System Software
1 31 (27.68%) Docker
2 5 (4.46%) Apache Flume
3 1 (0.89%) RACF
3 1 (0.89%) VMware ESXi
3 1 (0.89%) VMware Infrastructure
Systems Management
1 29 (25.89%) Kubernetes
1 29 (25.89%) Mesos
2 4 (3.57%) QRadar
3 3 (2.68%) Fluentd
3 3 (2.68%) MOM
3 3 (2.68%) Nagios
3 3 (2.68%) Nessus
4 2 (1.79%) Ansible
4 2 (1.79%) Opscode Chef
4 2 (1.79%) Puppet
5 1 (0.89%) ArcSight ESM
5 1 (0.89%) Control-M
5 1 (0.89%) RSA Security Analytics
Vendors
1 25 (22.32%) Oracle
2 9 (8.04%) IBM
2 9 (8.04%) Informatica
3 5 (4.46%) Microsoft
3 5 (4.46%) Vertica
4 4 (3.57%) ArcSight
4 4 (3.57%) HP
4 4 (3.57%) Qualys
4 4 (3.57%) SAP
4 4 (3.57%) Splunk
4 4 (3.57%) Sun
5 3 (2.68%) Cognos
5 3 (2.68%) Google
5 3 (2.68%) ServiceNow
5 3 (2.68%) Sybase
6 2 (1.79%) Sony
6 2 (1.79%) Tableau
6 2 (1.79%) Twitter
7 1 (0.89%) Ab Initio
7 1 (0.89%) VMware
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £50000 - £55000 per annum + Excellent benefits
Posted: 4 days ago
Glasgow Technology Centre
JP Morgan Glasgow
Salary: Competitive plus benefits
Posted: 3 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: Market Leading Salary
Posted: 2 days ago
Glasgow, Lanarkshire
Big Wednesday Digital Ltd
Salary: £45000 - £60000 per annum + Negotiable
Posted: 2 days ago
Glasgow
Recruitment Revolution Limited
Posted: 10 days ago
Glasgow
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 12 days ago
Glasgow
Recruitment Revolution Limited
Salary: £19,000 - £30,000 per annum DOE + Excellent Company Benefits
Posted: 9 days ago
Glasgow
BT
Salary: £32,000 - £45,000 pa (dep. on experience) + benefits
Posted: 11 days ago
Glasgow
JP Morgan Glasgow
Salary: Competitive
Posted: 22 days ago