The table below looks at the statistics for Python skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Python
Rank 30 20 41
Rank change year-on-year
-10 +21
Permanent jobs citing Python 59 136 61
As % of all permanent IT jobs located in Glasgow 6.06% 10.49% 5.81%
As % of the Programming Languages category 9.75% 18.06% 8.92%
Number of salaries quoted 26 50 28
Median salary £43,750 £41,000 £45,500
Median salary % change year-on-year
+6.70% -9.89%
90% offered a salary of more than £32,500 £30,000 £32,500
10% offered a salary of more than £70,000 £55,000 £57,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
Scotland

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Glasgow region.

Programming Languages Category
Glasgow
Permanent IT job ads with a match in the
Programming Languages category
605 753 684
As % of all permanent IT jobs located in Glasgow 62.11% 58.06% 65.14%
Number of salaries quoted 357 445 438
Median salary £42,000 £40,000 £40,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £57,500 £57,500 £52,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Glasgow

Python
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python across the Glasgow region.

Python Salary Trend in Glasgow

Python
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Python across the Glasgow region over the 3 months to 9 December 2016.

Python Salary Histogram in Glasgow

Python
Top 30 Related IT Skills in Glasgow

For the 6 months to 9 December 2016, IT jobs citing Python 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 Python.

1 106 (64.24%) Java
2 87 (52.73%) Finance
3 84 (50.91%) Agile Software Development
4 64 (38.79%) SQL
5 42 (25.45%) C++
5 42 (25.45%) Linux
6 39 (23.64%) Banking
7 37 (22.42%) Perl
7 37 (22.42%) Relational Database
8 36 (21.82%) Jenkins
8 36 (21.82%) SDLC
8 36 (21.82%) OO
9 34 (20.61%) Continuous Integration
10 33 (20.00%) C#
10 33 (20.00%) HTML
10 33 (20.00%) Scrum
11 32 (19.39%) Analytical Skills
12 30 (18.18%) Analytics
12 30 (18.18%) Amazon AWS
13 26 (15.76%) JavaScript
13 26 (15.76%) Ruby
14 25 (15.15%) Hadoop
14 25 (15.15%) Sybase
15 24 (14.55%) Puppet
15 24 (14.55%) Opscode Chef
16 23 (13.94%) TDD
17 22 (13.33%) Degree
17 22 (13.33%) Big Data
18 21 (12.73%) NoSQL
19 20 (12.12%) Apache Spark

Python
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 20 (12.12%) Apache Spark
2 16 (9.70%) Apache Qpid
3 12 (7.27%) Tomcat
4 9 (5.45%) Cloud Foundry
5 7 (4.24%) Apache Pig
6 5 (3.03%) Apache
7 4 (2.42%) JBoss
8 3 (1.82%) Alfresco
8 3 (1.82%) Mule
8 3 (1.82%) SugarCRM
9 2 (1.21%) SAS
10 1 (0.61%) Confluence
10 1 (0.61%) Elasticsearch
10 1 (0.61%) nginx
10 1 (0.61%) OpenStack
Applications
1 5 (3.03%) MS Excel
1 5 (3.03%) Photoshop
2 4 (2.42%) Adobe Illustrator
2 4 (2.42%) InDesign
2 4 (2.42%) MS PowerPoint
3 3 (1.82%) Houdini
3 3 (1.82%) Maya
3 3 (1.82%) NUKE
4 1 (0.61%) Weka
Business Applications
1 1 (0.61%) RMDS
Cloud Services
1 30 (18.18%) Amazon AWS
2 17 (10.30%) PaaS
3 16 (9.70%) Microsoft Azure
4 10 (6.06%) GitHub
4 10 (6.06%) Google Cloud Platform
5 9 (5.45%) IaaS
6 8 (4.85%) Google App Engine
6 8 (4.85%) Google Compute Engine
6 8 (4.85%) Heroku
6 8 (4.85%) SaaS
7 6 (3.64%) Amazon EC2
7 6 (3.64%) Amazon S3
8 5 (3.03%) Amazon CloudWatch
9 2 (1.21%) DigitalOcean
10 1 (0.61%) Amazon EMR
Communications & Networking
1 16 (9.70%) Firewall
2 9 (5.45%) Internet
3 8 (4.85%) AMQP
3 8 (4.85%) HTTP
3 8 (4.85%) Software-Defined Networking
4 7 (4.24%) LDAP
5 5 (3.03%) DNS
6 3 (1.82%) Multicast
7 2 (1.21%) SAN
8 1 (0.61%) LAN
8 1 (0.61%) WAN
Database & Business Intelligence
1 37 (22.42%) Relational Database
2 25 (15.15%) Hadoop
3 22 (13.33%) Big Data
4 21 (12.73%) NoSQL
5 20 (12.12%) MySQL
6 17 (10.30%) MongoDB
6 17 (10.30%) PostgreSQL
7 15 (9.09%) RDBMS
8 11 (6.67%) Apache Cassandra
9 10 (6.06%) Apache Hive
9 10 (6.06%) Data Warehouse
10 9 (5.45%) Impala
11 8 (4.85%) Spotfire
11 8 (4.85%) Sqoop
12 6 (3.64%) Pentaho
13 5 (3.03%) QlikView
14 4 (2.42%) Flink
15 3 (1.82%) HBase
15 3 (1.82%) Neo4j
15 3 (1.82%) Oracle Database
Development Applications
1 36 (21.82%) Jenkins
2 14 (8.48%) Git (software)
3 12 (7.27%) Selenium
4 10 (6.06%) JIRA
5 8 (4.85%) Atlassian Bamboo
5 8 (4.85%) Subversion
6 6 (3.64%) Talend Open Studio
7 5 (3.03%) Ant
7 5 (3.03%) Maven
8 4 (2.42%) MSBuild
9 3 (1.82%) Cucumber
10 2 (1.21%) Buildbot
10 2 (1.21%) Eclipse
10 2 (1.21%) Robot Framework
10 2 (1.21%) Visual Studio
11 1 (0.61%) IntelliJ
11 1 (0.61%) JUnit
11 1 (0.61%) MSI
11 1 (0.61%) TeamCity
11 1 (0.61%) Travis CI
General
1 87 (52.73%) Finance
2 39 (23.64%) Banking
3 11 (6.67%) Investment Banking
3 11 (6.67%) Telecoms
4 10 (6.06%) Games
5 8 (4.85%) Billing
6 5 (3.03%) Publishing
7 3 (1.82%) Aerospace
7 3 (1.82%) Marketing
8 2 (1.21%) Front Office
8 2 (1.21%) Retail
9 1 (0.61%) Legal
9 1 (0.61%) Manufacturing
Job Titles
1 82 (49.70%) Developer
2 45 (27.27%) Python Developer
3 11 (6.67%) Analyst
3 11 (6.67%) Big Data Developer
4 10 (6.06%) DevOps Engineer
4 10 (6.06%) Java Developer
4 10 (6.06%) Senior Developer
4 10 (6.06%) Tester
5 9 (5.45%) Architect
5 9 (5.45%) Lead Developer
6 8 (4.85%) C++ Developer
6 8 (4.85%) Cloud Architect
6 8 (4.85%) Security Engineer
6 8 (4.85%) Senior Python Developer
6 8 (4.85%) Service Architect
6 8 (4.85%) Software Developer
7 7 (4.24%) QA Engineer
8 6 (3.64%) Automation Tester
8 6 (3.64%) Designer
9 5 (3.03%) SQL Analyst
Libraries, Frameworks & Software Standards
1 33 (20.00%) HTML
2 17 (10.30%) CSS
3 15 (9.09%) HTML5
4 14 (8.48%) Web Services
5 12 (7.27%) Middleware
6 11 (6.67%) Java EE
6 11 (6.67%) jQuery
7 9 (5.45%) D3.js
8 8 (4.85%) Apache Flex
8 8 (4.85%) JMS
8 8 (4.85%) RabbitMQ
8 8 (4.85%) REST
8 8 (4.85%) XML
9 6 (3.64%) ELK Stack
9 6 (3.64%) Spring
10 5 (3.03%) CSS3
11 4 (2.42%) Drools
11 4 (2.42%) Kafka
11 4 (2.42%) NumPy
11 4 (2.42%) SciPy
Miscellaneous
1 32 (19.39%) Analytical Skills
2 16 (9.70%) Market Risk
3 15 (9.09%) Visualisation
4 11 (6.67%) Animation
5 10 (6.06%) Fixed Income
6 9 (5.45%) Data Centre
6 9 (5.45%) Grid Computing
7 8 (4.85%) Blog
7 8 (4.85%) Derivative
7 8 (4.85%) Reference Data
8 7 (4.24%) OTC Derivatives
9 6 (3.64%) Computer Science
9 6 (3.64%) Data Integration
9 6 (3.64%) User Experience
10 5 (3.03%) Credit Risk
10 5 (3.03%) Hybrid Cloud
10 5 (3.03%) Psychology
10 5 (3.03%) Virtual Team
11 4 (2.42%) Algorithms
11 4 (2.42%) Public Cloud
Operating Systems
1 42 (25.45%) Linux
2 18 (10.91%) Windows
3 16 (9.70%) Unix
4 2 (1.21%) Android
4 2 (1.21%) Red Hat Enterprise Linux
4 2 (1.21%) Windows 7
4 2 (1.21%) Windows Server
5 1 (0.61%) CentOS
5 1 (0.61%) Windows 10
5 1 (0.61%) Windows Server 2008
5 1 (0.61%) Windows Server 2012
Processes & Methodologies
1 84 (50.91%) Agile Software Development
2 36 (21.82%) OO
2 36 (21.82%) SDLC
3 34 (20.61%) Continuous Integration
4 33 (20.00%) Scrum
5 30 (18.18%) Analytics
6 23 (13.94%) TDD
7 19 (11.52%) Software Engineering
8 18 (10.91%) Integration Testing
9 17 (10.30%) Open Source
9 17 (10.30%) Unit Testing
10 16 (9.70%) DevOps
10 16 (9.70%) Regression Testing
11 15 (9.09%) Continuous Improvement
12 14 (8.48%) Project Management
13 13 (7.88%) Business Intelligence
13 13 (7.88%) Data Management
13 13 (7.88%) Web Development
13 13 (7.88%) Workflow
14 12 (7.27%) Configuration Management
Programming Languages
1 106 (64.24%) Java
2 64 (38.79%) SQL
3 42 (25.45%) C++
4 37 (22.42%) Perl
5 33 (20.00%) C#
6 26 (15.76%) JavaScript
6 26 (15.76%) Ruby
7 15 (9.09%) Scala
8 10 (6.06%) PowerShell
9 9 (5.45%) Bash Shell
9 9 (5.45%) VBScript
10 8 (4.85%) Shell Script
11 7 (4.24%) R
12 6 (3.64%) PHP
13 4 (2.42%) COBOL
14 3 (1.82%) C
14 3 (1.82%) PL/SQL
15 1 (0.61%) Objective-C
15 1 (0.61%) VB
15 1 (0.61%) VBA
Qualifications
1 22 (13.33%) Degree
2 3 (1.82%) SC Cleared
2 3 (1.82%) Security Cleared
3 1 (0.61%) CISSP
3 1 (0.61%) EnCE
3 1 (0.61%) GIAC
3 1 (0.61%) Postgraduate
Quality Assurance & Compliance
1 13 (7.88%) QA
2 3 (1.82%) Data Quality
System Software
1 18 (10.91%) Docker
2 8 (4.85%) Active Directory
3 7 (4.24%) Apache Flume
4 4 (2.42%) VMware ESXi
4 4 (2.42%) VMware Infrastructure
5 1 (0.61%) Ceph
5 1 (0.61%) Firmware
5 1 (0.61%) NFS
5 1 (0.61%) Samba
Systems Management
1 24 (14.55%) Opscode Chef
1 24 (14.55%) Puppet
2 8 (4.85%) Ansible
2 8 (4.85%) CFEngine
2 8 (4.85%) Oozie
2 8 (4.85%) Rundeck
3 5 (3.03%) Kubernetes
3 5 (3.03%) Mesos
4 2 (1.21%) MOM
5 1 (0.61%) Kibana
5 1 (0.61%) logstash
5 1 (0.61%) Norton AntiVirus
5 1 (0.61%) Thomson Reuters DACS
Vendors
1 25 (15.15%) Sybase
2 19 (11.52%) Oracle
3 17 (10.30%) Tableau
4 11 (6.67%) Microsoft
5 10 (6.06%) Google
6 8 (4.85%) IBM
7 6 (3.64%) Talend
8 4 (2.42%) Adobe
8 4 (2.42%) Splunk
8 4 (2.42%) VMware
9 2 (1.21%) Rackspace
10 1 (0.61%) Cloudera
10 1 (0.61%) Perforce
10 1 (0.61%) RapidMiner
10 1 (0.61%) Red Hat
10 1 (0.61%) Solace
10 1 (0.61%) Symantec
10 1 (0.61%) Zend
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