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

3 months to
25 May 2016
Same period 2015 Same period 2014
Python
Rank 31 54 29
Rank change year-on-year
+23 -25
Permanent jobs citing Python 106 48 110
As % of all permanent IT jobs located in Glasgow 8.47% 4.11% 8.30%
As % of the Programming Languages category 14.08% 7.51% 12.96%
Number of salaries quoted 29 31 59
Median salary £30,000 £50,000 £45,000
Median salary % change year-on-year
-40.00% +11.11%
UK excluding London median salary £45,000 £43,000 £40,000
% change year-on-year
+4.65% +7.50%
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
753 639 849
As % of all permanent IT jobs located in Glasgow 60.14% 54.71% 64.08%
Number of salaries quoted 373 380 557
Median salary £41,000 £42,500 £42,500
Median salary % change year-on-year
-3.52% -
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £41,500 £40,000 £39,500
% change year-on-year
+3.75% +1.26%

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 25 May 2016.

Python Salary Histogram in Glasgow

Python
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 May 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.

1 148 (69.48%) Java
2 108 (50.70%) Agile Software Development
3 91 (42.72%) Finance
4 84 (39.44%) SQL
5 83 (38.97%) OO
6 66 (30.99%) Degree
7 63 (29.58%) C#
8 59 (27.70%) Linux
9 58 (27.23%) TDD
10 56 (26.29%) C++
11 54 (25.35%) Relational Database
12 52 (24.41%) Unix
13 47 (22.07%) Perl
13 47 (22.07%) Ruby
14 45 (21.13%) Spring
15 44 (20.66%) Unit Testing
16 42 (19.72%) JavaScript
17 41 (19.25%) Continuous Integration
18 39 (18.31%) Analytics
18 39 (18.31%) Banking
19 38 (17.84%) Derivative
20 36 (16.90%) Oracle
20 36 (16.90%) XML
20 36 (16.90%) Analytical Skills
21 35 (16.43%) Maven
22 34 (15.96%) HTML
23 31 (14.55%) Market Risk
23 31 (14.55%) REST
24 30 (14.08%) Visualisation
24 30 (14.08%) PL/SQL

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 (9.39%) JBoss
2 18 (8.45%) MQSeries
2 18 (8.45%) Oracle Coherence
3 11 (5.16%) Apache Spark
4 9 (4.23%) Apache
5 6 (2.82%) GemFire
6 3 (1.41%) Apache Solr
6 3 (1.41%) Elasticsearch
6 3 (1.41%) SAS
7 2 (0.94%) Alfresco
7 2 (0.94%) Apache Qpid
7 2 (0.94%) Cloud Foundry
7 2 (0.94%) Mule
7 2 (0.94%) Node.js
7 2 (0.94%) SharePoint
7 2 (0.94%) Skype for Business
7 2 (0.94%) SugarCRM
8 1 (0.47%) Apache Pig
8 1 (0.47%) nginx
8 1 (0.47%) WebSphere
Applications
1 19 (8.92%) Adobe Illustrator
1 19 (8.92%) InDesign
1 19 (8.92%) MS PowerPoint
1 19 (8.92%) Photoshop
2 4 (1.88%) MS Excel
3 3 (1.41%) MS Office
4 2 (0.94%) MS Visio
Business Applications
1 18 (8.45%) Oracle BPM
2 6 (2.82%) RMDS
3 3 (1.41%) Eikon
Cloud Services
1 15 (7.04%) PaaS
2 13 (6.10%) Amazon AWS
2 13 (6.10%) IaaS
2 13 (6.10%) Microsoft Azure
3 9 (4.23%) Amazon CloudWatch
3 9 (4.23%) Amazon EC2
3 9 (4.23%) Amazon S3
3 9 (4.23%) GitHub
4 4 (1.88%) Google Cloud Platform
5 2 (0.94%) Cloud Computing
5 2 (0.94%) Google App Engine
5 2 (0.94%) Google Compute Engine
5 2 (0.94%) Heroku
5 2 (0.94%) SaaS
6 1 (0.47%) OpenShift
Communications & Networking
1 15 (7.04%) Firewall
2 9 (4.23%) HTTP
3 8 (3.76%) Internet
4 7 (3.29%) Intrusion Detection
4 7 (3.29%) Network Security
5 3 (1.41%) FTP
5 3 (1.41%) Multicast
5 3 (1.41%) SNMP
5 3 (1.41%) TCP/IP
5 3 (1.41%) VPN
6 2 (0.94%) BGP
6 2 (0.94%) Cisco Nexus
6 2 (0.94%) HSRP
6 2 (0.94%) IPv6
6 2 (0.94%) LAN
6 2 (0.94%) MPLS
6 2 (0.94%) OSPF
6 2 (0.94%) Software-Defined Networking
6 2 (0.94%) VLAN
6 2 (0.94%) VRRP
Database & Business Intelligence
1 54 (25.35%) Relational Database
2 30 (14.08%) RDBMS
3 27 (12.68%) NoSQL
4 22 (10.33%) Hadoop
5 21 (9.86%) Big Data
5 21 (9.86%) Oracle Database
6 19 (8.92%) SQL Server
7 17 (7.98%) Apache Cassandra
8 15 (7.04%) PostgreSQL
9 12 (5.63%) BigTable
10 7 (3.29%) Apache Hive
11 5 (2.35%) MongoDB
12 3 (1.41%) MS Access
12 3 (1.41%) Parquet
13 2 (0.94%) Impala
13 2 (0.94%) MySQL
13 2 (0.94%) Pentaho
13 2 (0.94%) Spotfire
13 2 (0.94%) Sqoop
14 1 (0.47%) HBase
Development Applications
1 35 (16.43%) Maven
2 26 (12.21%) Selenium
3 24 (11.27%) Jenkins
4 23 (10.80%) FitNesse
4 23 (10.80%) Git (software)
5 20 (9.39%) Subversion
6 17 (7.98%) Cucumber
7 14 (6.57%) JIRA
7 14 (6.57%) JUnit
8 9 (4.23%) TestNG
9 8 (3.76%) Eclipse
10 7 (3.29%) Ant
10 7 (3.29%) Visual Studio
11 5 (2.35%) HP UFT
12 4 (1.88%) JBehave
12 4 (1.88%) TestComplete
12 4 (1.88%) WebDriver
13 3 (1.41%) IntelliJ
13 3 (1.41%) Robot Framework
14 2 (0.94%) Gradle
General
1 91 (42.72%) Finance
2 39 (18.31%) Banking
3 20 (9.39%) Back Office
4 16 (7.51%) Financial Institution
5 13 (6.10%) Investment Banking
6 10 (4.69%) Front Office
7 5 (2.35%) Private Banking
7 5 (2.35%) Retail
8 3 (1.41%) Legal
8 3 (1.41%) Publishing
8 3 (1.41%) Telecoms
9 2 (0.94%) Aerospace
9 2 (0.94%) Billing
10 1 (0.47%) Games
10 1 (0.47%) General Ledger
10 1 (0.47%) Manufacturing
10 1 (0.47%) Multimedia
Job Titles
1 108 (50.70%) Developer
2 34 (15.96%) Python Developer
3 32 (15.02%) Java Developer
4 19 (8.92%) Designer
4 19 (8.92%) Digital Designer
4 19 (8.92%) Lead Developer
5 15 (7.04%) Systems Engineer
6 14 (6.57%) Analyst
7 13 (6.10%) Big Data Developer
7 13 (6.10%) Lead Java Developer
7 13 (6.10%) Senior Developer
8 12 (5.63%) Applications Developer
8 12 (5.63%) Software Developer
8 12 (5.63%) Test Engineer
9 11 (5.16%) QA Engineer
9 11 (5.16%) Test Automation Engineer
10 10 (4.69%) C++ Developer
10 10 (4.69%) Security Engineer
11 9 (4.23%) Linux Engineer
11 9 (4.23%) Network Engineer
Libraries, Frameworks & Software Standards
1 45 (21.13%) Spring
2 36 (16.90%) XML
3 34 (15.96%) HTML
4 31 (14.55%) REST
5 30 (14.08%) CSS
6 29 (13.62%) Hibernate
7 27 (12.68%) JSON
8 24 (11.27%) Drools
9 23 (10.80%) SOAP
10 19 (8.92%) Flash
11 18 (8.45%) Castor
11 18 (8.45%) jBPM
12 15 (7.04%) FIX Protocol
12 15 (7.04%) Middleware
12 15 (7.04%) XML Schema
13 13 (6.10%) Web Services
14 12 (5.63%) .NET
15 9 (4.23%) Ext JS
16 8 (3.76%) HTML5
16 8 (3.76%) J2EE
Miscellaneous
1 38 (17.84%) Derivative
2 36 (16.90%) Analytical Skills
3 31 (14.55%) Market Risk
4 30 (14.08%) Visualisation
5 28 (13.15%) Fixed Income
5 28 (13.15%) User Experience
6 23 (10.80%) Foreign Exchange (FX)
7 19 (8.92%) 3D Graphics
7 19 (8.92%) Animation
7 19 (8.92%) Augmented Reality
7 19 (8.92%) Psychology
8 15 (7.04%) OTC Derivatives
9 12 (5.63%) Computer Science
9 12 (5.63%) Data Centre
9 12 (5.63%) Management Information System
10 10 (4.69%) Credit Risk
10 10 (4.69%) Grid Computing
11 9 (4.23%) Hybrid Cloud
11 9 (4.23%) Interest Rate Derivative
12 8 (3.76%) Mathematics
Operating Systems
1 59 (27.70%) Linux
2 52 (24.41%) Unix
3 21 (9.86%) Windows
4 5 (2.35%) Windows Server
5 3 (1.41%) CentOS
5 3 (1.41%) Windows 7
6 2 (0.94%) Debian
6 2 (0.94%) Ubuntu
7 1 (0.47%) Apple iOS
7 1 (0.47%) Embedded Linux
7 1 (0.47%) Red Hat Enterprise Linux
7 1 (0.47%) Solaris
Processes & Methodologies
1 108 (50.70%) Agile Software Development
2 83 (38.97%) OO
3 58 (27.23%) TDD
4 44 (20.66%) Unit Testing
5 41 (19.25%) Continuous Integration
6 39 (18.31%) Analytics
7 29 (13.62%) SDLC
8 26 (12.21%) Risk Management
9 25 (11.74%) Open Source
10 24 (11.27%) Software Engineering
11 23 (10.80%) Automated Testing
11 23 (10.80%) BDD
12 20 (9.39%) Scrum
12 20 (9.39%) Test Automation
13 19 (8.92%) 3D Visualisation
13 19 (8.92%) Data Protection
13 19 (8.92%) Ethnography
13 19 (8.92%) Service Delivery
13 19 (8.92%) System Testing
14 16 (7.51%) Mentoring
Programming Languages
1 148 (69.48%) Java
2 84 (39.44%) SQL
3 63 (29.58%) C#
4 56 (26.29%) C++
5 47 (22.07%) Perl
5 47 (22.07%) Ruby
6 42 (19.72%) JavaScript
7 30 (14.08%) PL/SQL
8 21 (9.86%) Bash Shell
9 19 (8.92%) Groovy
10 15 (7.04%) Shell Script
11 12 (5.63%) XPath
12 11 (5.16%) PowerShell
12 11 (5.16%) Smalltalk
13 8 (3.76%) PHP
14 7 (3.29%) C
15 6 (2.82%) Jython
15 6 (2.82%) Scala
16 4 (1.88%) SPARQL
16 4 (1.88%) T-SQL
Qualifications
1 66 (30.99%) Degree
2 5 (2.35%) Sun Certification
3 4 (1.88%) CCNA
3 4 (1.88%) CCNP
3 4 (1.88%) Cisco Certification
4 3 (1.41%) CISSP
5 2 (0.94%) CCIE
5 2 (0.94%) JNCIE
6 1 (0.47%) SANS
Quality Assurance & Compliance
1 18 (8.45%) QA
System Software
1 15 (7.04%) Docker
2 4 (1.88%) VMware Infrastructure
3 2 (0.94%) Hyper-V
3 2 (0.94%) VMware ESXi
4 1 (0.47%) Apache Flume
4 1 (0.47%) LXC
Systems Management
1 9 (4.23%) Kubernetes
1 9 (4.23%) Mesos
1 9 (4.23%) Opscode Chef
1 9 (4.23%) Puppet
2 7 (3.29%) Ansible
3 4 (1.88%) QRadar
4 3 (1.41%) Fluentd
4 3 (1.41%) Nagios
4 3 (1.41%) Nessus
4 3 (1.41%) Thomson Reuters DACS
5 2 (0.94%) CFEngine
5 2 (0.94%) Oozie
5 2 (0.94%) Packer
5 2 (0.94%) Rundeck
6 1 (0.47%) ArcSight ESM
6 1 (0.47%) Capistrano
6 1 (0.47%) MOM
Vendors
1 36 (16.90%) Oracle
2 19 (8.92%) Adobe
3 15 (7.04%) Sybase
4 9 (4.23%) Cisco
4 9 (4.23%) Juniper
5 8 (3.76%) Informatica
6 7 (3.29%) F5
6 7 (3.29%) Sourcefire
7 5 (2.35%) HP
7 5 (2.35%) Microsoft
7 5 (2.35%) Sun
7 5 (2.35%) Tableau
8 4 (1.88%) ArcSight
8 4 (1.88%) Google
8 4 (1.88%) Splunk
8 4 (1.88%) VMware
9 3 (1.41%) Qualys
9 3 (1.41%) ServiceNow
9 3 (1.41%) Solace
9 3 (1.41%) Zend
Glasgow, Lanarkshire
FPSG Connect
Posted: Yesterday
Glasgow, Lanarkshire
FPSG Connect
Posted: Yesterday
Glasgow, Lanarkshire
Empiric.com
Salary: From £60,000 to £70,000 per annum plus bonus and benefits
Posted: 4 days ago
Glasgow, Lanarkshire
Empiric.com
Salary: From £60,000 to £70,000 per annum plus bonus and benefits
Posted: 4 days ago
Glasgow, Lanarkshire
Metaskil Limited
Posted: 5 days ago
Glasgow, Lanarkshire
Capita Resourcing - IT Resourcing
Salary: £25000 - £35000 per annum + benefits
Posted: 5 days ago
Glasgow, Lanarkshire
Cathcart Associates Ltd
Salary: £30000 - £50000 per annum
Posted: 6 days ago
Glasgow
JP Morgan Glasgow
Salary: Highly competitive with excellent benefits
Posted: 7 days ago
Glasgow
JP Morgan Glasgow
Salary: Competitive
Posted: 19 days ago
Glasgow, Lanarkshire
CGI
Salary: £40000 - £45000 per annum + benefits
Posted: 21 days ago
Glasgow, Lanarkshire
CGI
Salary: £43000 - £50000 per annum + Benefits
Posted: 21 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £40000 per annum + benefits
Posted: 21 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £55000 per annum + benefits
Posted: 21 days ago
Glasgow
Cathcart Associates
Salary: £30000 - £45000 per annum + benefits
Posted: 26 days ago
Glasgow, Scotland
JP Morgan Glasgow
Salary: Competitive + Benefits
Posted: 27 days ago
Glasgow, Scotland
JP Morgan Glasgow
Salary: Competitive + Benefits
Posted: 27 days ago
Glasgow
JP Morgan Glasgow
Salary: Highly competitive compensation package
Posted: 27 days ago
Glasgow
JP Morgan Glasgow
Salary: Highly competitive compensation package
Posted: 27 days ago