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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Python
Rank 20 42 40
Rank change year-on-year
+22 -2
Permanent jobs citing Python 143 69 90
As % of all permanent IT jobs located in Glasgow 11.22% 5.61% 6.50%
As % of the Programming Languages category 17.33% 9.80% 10.02%
Number of salaries quoted 29 33 45
Median salary £40,000 £52,500 £46,000
Median salary % change year-on-year
-23.80% +14.13%
90% offered a salary of more than £30,000 £34,556 £35,000
10% offered a salary of more than £58,000 £65,000 £65,000
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +6.25%
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
825 704 898
As % of all permanent IT jobs located in Glasgow 64.76% 57.24% 64.84%
Number of salaries quoted 362 402 566
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £31,000 £31,000 £30,000
10% offered a salary of more than £60,000 £57,500 £58,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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 July 2016.

Python Salary Histogram in Glasgow

Python
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 July 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.

1 170 (75.89%) Java
2 112 (50.00%) Finance
3 93 (41.52%) SQL
4 86 (38.39%) Agile Software Development
5 85 (37.95%) OO
6 68 (30.36%) Linux
7 60 (26.79%) Analytical Skills
8 59 (26.34%) C++
9 56 (25.00%) Degree
10 53 (23.66%) Perl
11 51 (22.77%) HTML
12 49 (21.88%) JavaScript
12 49 (21.88%) Continuous Integration
13 47 (20.98%) Relational Database
14 44 (19.64%) Unix
14 44 (19.64%) Derivative
15 43 (19.20%) C#
15 43 (19.20%) Unit Testing
16 39 (17.41%) SDLC
17 38 (16.96%) Jenkins
17 38 (16.96%) Git (software)
17 38 (16.96%) Visualisation
17 38 (16.96%) Banking
18 37 (16.52%) TDD
18 37 (16.52%) Oracle
18 37 (16.52%) CSS
18 37 (16.52%) Hadoop
19 36 (16.07%) Analytics
20 33 (14.73%) Big Data
20 33 (14.73%) Sybase

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 25 (11.16%) Apache Spark
2 13 (5.80%) Apache Qpid
3 10 (4.46%) Cloud Foundry
3 10 (4.46%) MQSeries
4 8 (3.57%) Apache
5 5 (2.23%) GemFire
5 5 (2.23%) SAS
6 4 (1.79%) Apache Pig
7 3 (1.34%) Apache Solr
7 3 (1.34%) Elasticsearch
7 3 (1.34%) Tomcat
8 2 (0.89%) Alfresco
8 2 (0.89%) JBoss
8 2 (0.89%) Mule
8 2 (0.89%) SugarCRM
9 1 (0.45%) nginx
9 1 (0.45%) SharePoint
9 1 (0.45%) Skype for Business
Applications
1 18 (8.04%) Adobe Illustrator
1 18 (8.04%) InDesign
1 18 (8.04%) MS PowerPoint
1 18 (8.04%) Photoshop
2 3 (1.34%) MS Office
3 2 (0.89%) MS Excel
4 1 (0.45%) MS Visio
Business Applications
1 9 (4.02%) RMDS
2 3 (1.34%) Eikon
Cloud Services
1 22 (9.82%) PaaS
2 21 (9.38%) Amazon AWS
3 20 (8.93%) Microsoft Azure
4 17 (7.59%) GitHub
5 12 (5.36%) IaaS
6 11 (4.91%) Google Cloud Platform
7 10 (4.46%) Google App Engine
7 10 (4.46%) Google Compute Engine
7 10 (4.46%) Heroku
7 10 (4.46%) SaaS
8 9 (4.02%) Amazon CloudWatch
8 9 (4.02%) Amazon EC2
8 9 (4.02%) Amazon S3
9 1 (0.45%) Cloud Computing
Communications & Networking
1 19 (8.48%) Firewall
2 16 (7.14%) HTTP
3 15 (6.70%) Internet
4 10 (4.46%) AMQP
4 10 (4.46%) Software-Defined Networking
5 6 (2.68%) Multicast
6 3 (1.34%) DNS
6 3 (1.34%) FTP
6 3 (1.34%) Intrusion Detection
6 3 (1.34%) Network Security
6 3 (1.34%) SNMP
6 3 (1.34%) TCP/IP
7 2 (0.89%) LDAP
8 1 (0.45%) BGP
8 1 (0.45%) IPv6
8 1 (0.45%) LAN
8 1 (0.45%) MPLS
8 1 (0.45%) OSPF
8 1 (0.45%) VPN
8 1 (0.45%) VRRP
Database & Business Intelligence
1 47 (20.98%) Relational Database
2 37 (16.52%) Hadoop
3 33 (14.73%) Big Data
4 26 (11.61%) RDBMS
5 18 (8.04%) NoSQL
6 17 (7.59%) Apache Cassandra
7 16 (7.14%) PostgreSQL
7 16 (7.14%) SQL Server
8 13 (5.80%) MongoDB
9 11 (4.91%) Impala
9 11 (4.91%) MySQL
10 10 (4.46%) Apache Hive
10 10 (4.46%) Spotfire
10 10 (4.46%) Sqoop
11 6 (2.68%) Data Warehouse
11 6 (2.68%) Oracle Database
12 5 (2.23%) BigTable
13 4 (1.79%) HBase
13 4 (1.79%) QlikView
14 3 (1.34%) Parquet
Development Applications
1 38 (16.96%) Git (software)
1 38 (16.96%) Jenkins
2 31 (13.84%) Selenium
3 28 (12.50%) Subversion
4 22 (9.82%) JIRA
5 20 (8.93%) Cucumber
6 16 (7.14%) Maven
7 14 (6.25%) JUnit
8 10 (4.46%) Atlassian Bamboo
9 9 (4.02%) TestNG
10 7 (3.13%) Eclipse
10 7 (3.13%) Visual Studio
11 5 (2.23%) Ant
11 5 (2.23%) FitNesse
11 5 (2.23%) HP UFT
11 5 (2.23%) JBehave
11 5 (2.23%) Robot Framework
11 5 (2.23%) WebDriver
12 4 (1.79%) TestComplete
13 3 (1.34%) IntelliJ
General
1 112 (50.00%) Finance
2 38 (16.96%) Banking
3 15 (6.70%) Financial Institution
4 13 (5.80%) Back Office
5 12 (5.36%) Front Office
6 10 (4.46%) Billing
7 8 (3.57%) Investment Banking
8 5 (2.23%) Private Banking
8 5 (2.23%) Publishing
8 5 (2.23%) Retail
9 3 (1.34%) Legal
10 2 (0.89%) Aerospace
11 1 (0.45%) General Ledger
11 1 (0.45%) Manufacturing
11 1 (0.45%) Marketing
11 1 (0.45%) Multimedia
Job Titles
1 113 (50.45%) Developer
2 41 (18.30%) Python Developer
3 24 (10.71%) Big Data Developer
4 22 (9.82%) Java Developer
5 20 (8.93%) Designer
6 18 (8.04%) Digital Designer
7 15 (6.70%) Applications Developer
8 13 (5.80%) Lead Developer
9 11 (4.91%) C++ Developer
9 11 (4.91%) Software Developer
10 10 (4.46%) Architect
10 10 (4.46%) Automation Tester
10 10 (4.46%) Cloud Architect
10 10 (4.46%) Service Architect
10 10 (4.46%) Tester
11 9 (4.02%) Analyst
11 9 (4.02%) Cloud Engineer
11 9 (4.02%) Development Engineer
11 9 (4.02%) Monitoring Engineer
11 9 (4.02%) Security Engineer
Libraries, Frameworks & Software Standards
1 51 (22.77%) HTML
2 37 (16.52%) CSS
3 31 (13.84%) XML
4 29 (12.95%) REST
5 28 (12.50%) Spring
6 26 (11.61%) JSON
7 24 (10.71%) HTML5
8 21 (9.38%) Web Services
9 18 (8.04%) Flash
9 18 (8.04%) SOAP
10 12 (5.36%) CSS3
10 12 (5.36%) jQuery
11 11 (4.91%) .NET
11 11 (4.91%) JSP
11 11 (4.91%) Middleware
12 10 (4.46%) D3.js
12 10 (4.46%) Hibernate
12 10 (4.46%) Java EE
12 10 (4.46%) RabbitMQ
13 9 (4.02%) JMS
Miscellaneous
1 60 (26.79%) Analytical Skills
2 44 (19.64%) Derivative
3 38 (16.96%) Visualisation
4 32 (14.29%) User Experience
5 30 (13.39%) Market Risk
6 28 (12.50%) OTC Derivatives
7 21 (9.38%) Grid Computing
8 20 (8.93%) Fixed Income
9 19 (8.48%) Psychology
10 18 (8.04%) 3D Graphics
10 18 (8.04%) Animation
10 18 (8.04%) Augmented Reality
10 18 (8.04%) Data Centre
11 17 (7.59%) Credit Risk
12 15 (6.70%) Equities
12 15 (6.70%) Foreign Exchange (FX)
13 12 (5.36%) Computer Science
14 10 (4.46%) Blog
14 10 (4.46%) Virtual Team
15 9 (4.02%) Mathematics
Operating Systems
1 68 (30.36%) Linux
2 44 (19.64%) Unix
3 25 (11.16%) Windows
4 4 (1.79%) Windows Server
5 3 (1.34%) Windows 7
6 1 (0.45%) Android
6 1 (0.45%) Apple iOS
6 1 (0.45%) CentOS
6 1 (0.45%) Debian
6 1 (0.45%) Embedded Linux
6 1 (0.45%) Solaris
6 1 (0.45%) Ubuntu
Processes & Methodologies
1 86 (38.39%) Agile Software Development
2 85 (37.95%) OO
3 49 (21.88%) Continuous Integration
4 43 (19.20%) Unit Testing
5 39 (17.41%) SDLC
6 37 (16.52%) TDD
7 36 (16.07%) Analytics
8 32 (14.29%) Scrum
9 26 (11.61%) Service Delivery
9 26 (11.61%) Software Engineering
10 24 (10.71%) Translating Business Requirements
11 22 (9.82%) Data Management
11 22 (9.82%) Open Source
12 21 (9.38%) Integration Testing
12 21 (9.38%) Regression Testing
12 21 (9.38%) Release Management
13 20 (8.93%) Prototyping
14 18 (8.04%) 3D Visualisation
14 18 (8.04%) Ethnography
14 18 (8.04%) System Integration Testing
Programming Languages
1 170 (75.89%) Java
2 93 (41.52%) SQL
3 59 (26.34%) C++
4 53 (23.66%) Perl
5 49 (21.88%) JavaScript
6 43 (19.20%) C#
7 31 (13.84%) Ruby
8 18 (8.04%) Scala
9 16 (7.14%) Shell Script
10 15 (6.70%) PL/SQL
11 12 (5.36%) PowerShell
12 10 (4.46%) C
13 9 (4.02%) Bash Shell
14 7 (3.13%) PHP
15 6 (2.68%) C-shell
15 6 (2.68%) Dart
15 6 (2.68%) VBScript
16 5 (2.23%) Jython
16 5 (2.23%) R
16 5 (2.23%) XPath
Qualifications
1 56 (25.00%) Degree
2 5 (2.23%) Sun Certification
3 2 (0.89%) CCNA
3 2 (0.89%) CCNP
3 2 (0.89%) Cisco Certification
3 2 (0.89%) CISSP
4 1 (0.45%) CCIE
4 1 (0.45%) JNCIE
4 1 (0.45%) Postgraduate
4 1 (0.45%) SANS
Quality Assurance & Compliance
1 17 (7.59%) QA
2 2 (0.89%) Data Quality
System Software
1 22 (9.82%) Docker
2 4 (1.79%) Apache Flume
3 3 (1.34%) VMware Infrastructure
4 2 (0.89%) Active Directory
4 2 (0.89%) VMware ESXi
5 1 (0.45%) Hyper-V
Systems Management
1 17 (7.59%) Opscode Chef
2 16 (7.14%) Puppet
3 10 (4.46%) CFEngine
3 10 (4.46%) Oozie
3 10 (4.46%) Rundeck
4 9 (4.02%) Kubernetes
4 9 (4.02%) Mesos
5 6 (2.68%) Ansible
5 6 (2.68%) Thomson Reuters DACS
6 4 (1.79%) QRadar
7 3 (1.34%) Fluentd
7 3 (1.34%) MOM
7 3 (1.34%) Nagios
7 3 (1.34%) Nessus
8 1 (0.45%) ArcSight ESM
8 1 (0.45%) Packer
Vendors
1 37 (16.52%) Oracle
2 33 (14.73%) Sybase
3 19 (8.48%) Tableau
4 18 (8.04%) Adobe
5 11 (4.91%) Google
6 8 (3.57%) Informatica
7 6 (2.68%) Microsoft
7 6 (2.68%) Solace
8 5 (2.23%) HP
8 5 (2.23%) Sun
9 4 (1.79%) ArcSight
9 4 (1.79%) Cisco
9 4 (1.79%) IBM
9 4 (1.79%) Juniper
9 4 (1.79%) Splunk
9 4 (1.79%) Zend
10 3 (1.34%) F5
10 3 (1.34%) Qualys
10 3 (1.34%) Reuters
10 3 (1.34%) ServiceNow
Glasgow, Lanarkshire
Net Talent
Salary: £35000 - £60000 per annum + amazing benefits
Posted: 3 days ago
Glasgow, Lanarkshire
Cathcart Associates Ltd
Salary: £25000 - £50000 per annum
Posted: 2 days ago
Glasgow Technology Centre
JP Morgan Glasgow
Salary: Competitive plus benefits
Posted: 4 days ago
Glasgow, Lanarkshire
Search Consultancy
Posted: 3 days ago
Glasgow Technology Centre
JP Morgan Glasgow
Salary: Competitive plus benefits
Posted: 4 days ago
Glasgow, Lanarkshire
Scene One Ltd
Salary: Pension, Healthcare
Posted: 3 days ago
Glasgow City Centre
JP Morgan Glasgow
Salary: Competitive plus benefits
Posted: 4 days ago
Glasgow, Lanarkshire
Capita Resourcing - IT Resourcing
Salary: £25000 - £35000 per annum + benefits
Posted: 3 days ago
Glasgow
BT
Salary: £32,000 - £45,000 pa (dep. on experience) + benefits
Posted: 13 days ago
Glasgow
JP Morgan Glasgow
Salary: Competitive
Posted: 24 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £50000 - £55000 per annum + Excellent benefits
Posted: 5 days ago
Glasgow
Progressive Recruitment
Salary: competitive
Posted: 12 days ago