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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Python
Rank 44 75 107
Rank change year-on-year
+31 +32
Permanent jobs citing Python 144 122 88
As % of all permanent IT jobs located in Leeds 5.42% 3.59% 2.41%
As % of the Programming Languages category 9.79% 6.34% 5.06%
Number of salaries quoted 133 109 70
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year
-5.26% +5.55%
90% offered a salary of more than £35,000 £34,000 £32,400
10% offered a salary of more than £59,500 £65,000 £52,750
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
West Yorkshire

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

Programming Languages Category
Leeds
Permanent IT job ads with a match in the
Programming Languages category
1471 1923 1740
As % of all permanent IT jobs located in Leeds 55.38% 56.59% 47.74%
Number of salaries quoted 1327 1591 1369
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Leeds

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

Python Jobs Demand Trend in Leeds

Python
Salary Trend in Leeds

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

Python Salary Trend in Leeds

Python
Salary Histogram in Leeds

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

Python Salary Histogram in Leeds

Python
Top 30 Related IT Skills in Leeds

For the 6 months to 3 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 Leeds region with a requirement for Python.

1 165 (54.64%) Ruby
2 151 (50.00%) Java
3 138 (45.70%) Agile Software Development
4 125 (41.39%) Linux
5 97 (32.12%) Oracle
6 95 (31.46%) Opscode Chef
7 92 (30.46%) DevOps
7 92 (30.46%) Puppet
8 88 (29.14%) Continuous Integration
9 85 (28.15%) Windows
10 84 (27.81%) PHP
10 84 (27.81%) SQL
11 82 (27.15%) Unix
12 72 (23.84%) Scrum
13 70 (23.18%) Bash Shell
14 69 (22.85%) Perl
15 68 (22.52%) C#
16 61 (20.20%) .NET
16 61 (20.20%) MySQL
17 59 (19.54%) JavaScript
18 58 (19.21%) Firewall
19 56 (18.54%) SQL Server
20 55 (18.21%) Xen
21 51 (16.89%) C
22 49 (16.23%) Degree
23 48 (15.89%) C++
23 48 (15.89%) DSDM
24 44 (14.57%) Cobbler
25 43 (14.24%) Tivoli
26 42 (13.91%) vSphere

Python
Top Related IT Skills in Leeds 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 41 (13.58%) OpenStack
2 39 (12.91%) JBoss
2 39 (12.91%) WebSphere
3 38 (12.58%) CloudStack
4 34 (11.26%) WebLogic
5 13 (4.30%) Apache Spark
6 12 (3.97%) SAS
7 8 (2.65%) Tomcat
8 5 (1.66%) Apache
9 2 (0.66%) Drupal
9 2 (0.66%) Jetty
10 1 (0.33%) Apache Solr
10 1 (0.33%) ColdFusion
10 1 (0.33%) Elasticsearch
10 1 (0.33%) GeoServer
10 1 (0.33%) nginx
Applications
1 10 (3.31%) MS Excel
1 10 (3.31%) SPSS
Business Applications
1 1 (0.33%) Shopify
Cloud Services
1 24 (7.95%) Amazon AWS
2 23 (7.62%) Office 365
3 8 (2.65%) G Suite
3 8 (2.65%) Slack
4 7 (2.32%) Microsoft Azure
5 5 (1.66%) AWS OpsWorks
6 4 (1.32%) Amazon EC2
6 4 (1.32%) Google Cloud Platform
7 3 (0.99%) Amazon S3
7 3 (0.99%) GitHub
7 3 (0.99%) Google App Engine
7 3 (0.99%) Google Compute Engine
7 3 (0.99%) IaaS
8 1 (0.33%) SaaS
8 1 (0.33%) Sumo Logic
Communications & Networking
1 58 (19.21%) Firewall
2 21 (6.95%) Wireless
2 21 (6.95%) Wireless Security
3 18 (5.96%) LAN
4 17 (5.63%) NAS
4 17 (5.63%) SAN
4 17 (5.63%) WAN
5 13 (4.30%) HTTP
6 10 (3.31%) Internet
7 5 (1.66%) TCP/IP
8 4 (1.32%) Network Security
9 3 (0.99%) DNS
10 2 (0.66%) Cisco ASA
10 2 (0.66%) Intrusion Detection
10 2 (0.66%) LDAP
10 2 (0.66%) SSL
10 2 (0.66%) VPN
11 1 (0.33%) HTTPS
11 1 (0.33%) Wireshark
Database & Business Intelligence
1 61 (20.20%) MySQL
2 56 (18.54%) SQL Server
3 35 (11.59%) Hadoop
4 27 (8.94%) Big Data
5 16 (5.30%) Relational Database
6 14 (4.64%) NoSQL
7 13 (4.30%) PostgreSQL
8 12 (3.97%) Riak
9 11 (3.64%) Oracle Database
9 11 (3.64%) RDBMS
10 9 (2.98%) MongoDB
11 6 (1.99%) Apache Hive
12 5 (1.66%) Data Warehouse
12 5 (1.66%) Redis
12 5 (1.66%) SQL Server 2014
12 5 (1.66%) SQL Server 2016
12 5 (1.66%) SQL Server Analysis Services
12 5 (1.66%) SQL Server Integration Services
12 5 (1.66%) SQL Server Reporting Services
13 3 (0.99%) Apache Cassandra
Development Applications
1 33 (10.93%) SoapUI
2 26 (8.61%) Jenkins
3 25 (8.28%) JMeter
4 24 (7.95%) Selenium
5 20 (6.62%) Cucumber
5 20 (6.62%) Git (software)
6 19 (6.29%) Appium
7 15 (4.97%) Ranorex
8 12 (3.97%) TeamCity
9 11 (3.64%) Maven
10 8 (2.65%) Atlassian Bamboo
10 8 (2.65%) Buildbot
10 8 (2.65%) Gatling
11 7 (2.32%) JUnit
11 7 (2.32%) NeoLoad
11 7 (2.32%) WebLOAD
12 5 (1.66%) Grunt
12 5 (1.66%) Vagrant
12 5 (1.66%) WebDriver
13 4 (1.32%) Calabash
General
1 39 (12.91%) Games
2 24 (7.95%) Retail
3 23 (7.62%) Finance
4 18 (5.96%) Publishing
5 15 (4.97%) Advertising
6 13 (4.30%) Banking
7 4 (1.32%) Online Betting
8 2 (0.66%) Back Office
9 1 (0.33%) Telecoms
Job Titles
1 89 (29.47%) Developer
2 59 (19.54%) DevOps Engineer
3 28 (9.27%) Tester
4 27 (8.94%) Linux Engineer
5 26 (8.61%) Software Developer
6 25 (8.28%) Java Developer
7 24 (7.95%) Consultant
8 22 (7.28%) Applications Support
9 21 (6.95%) Penetration Tester
9 21 (6.95%) Test Leader
10 20 (6.62%) Administrator
10 20 (6.62%) Applications Engineer
10 20 (6.62%) Linux Administrator
10 20 (6.62%) Linux Systems Administrator
10 20 (6.62%) PHP Developer
10 20 (6.62%) Systems Administrator
11 19 (6.29%) Senior Developer
12 18 (5.96%) Applications Support Engineer
12 18 (5.96%) Support Engineer
13 17 (5.63%) Linux Support
Libraries, Frameworks & Software Standards
1 61 (20.20%) .NET
2 38 (12.58%) Node.js
3 27 (8.94%) jQuery
4 24 (7.95%) HTML
5 23 (7.62%) RESTful
6 22 (7.28%) CSS
7 19 (6.29%) Ajax
8 16 (5.30%) Doctrine
8 16 (5.30%) Symfony
9 15 (4.97%) AngularJS
10 13 (4.30%) React
10 13 (4.30%) Web Services
11 11 (3.64%) LAMP
12 10 (3.31%) Spring
13 9 (2.98%) REST
13 9 (2.98%) Spring Boot
14 8 (2.65%) HTML5
15 7 (2.32%) Backbone.js
15 7 (2.32%) J2EE
15 7 (2.32%) RabbitMQ
Miscellaneous
1 27 (8.94%) Analytical Skills
2 25 (8.28%) Mobile App
3 21 (6.95%) CESG
4 17 (5.63%) Computer Science
5 10 (3.31%) Credit Risk
6 8 (2.65%) Data Integration
6 8 (2.65%) User Experience
7 6 (1.99%) Mathematics
7 6 (1.99%) Social Network
7 6 (1.99%) Statistics
7 6 (1.99%) Web 2.0
8 5 (1.66%) Algorithms
8 5 (1.66%) Online Games
9 3 (0.99%) Blog
9 3 (0.99%) Data Structures
9 3 (0.99%) IBM XIV
9 3 (0.99%) Physics
10 2 (0.66%) Applied Mathematics
10 2 (0.66%) Artificial Intelligence
10 2 (0.66%) Blackberry
Operating Systems
1 125 (41.39%) Linux
2 85 (28.15%) Windows
3 82 (27.15%) Unix
4 22 (7.28%) Red Hat Enterprise Linux
5 7 (2.32%) CentOS
6 5 (1.66%) Debian
7 4 (1.32%) Ubuntu
8 2 (0.66%) Android
8 2 (0.66%) Apple iOS
8 2 (0.66%) Solaris
8 2 (0.66%) Windows Phone
8 2 (0.66%) Windows Phone 7
8 2 (0.66%) Windows Server
9 1 (0.33%) CoreOS
Processes & Methodologies
1 138 (45.70%) Agile Software Development
2 92 (30.46%) DevOps
3 88 (29.14%) Continuous Integration
4 72 (23.84%) Scrum
5 48 (15.89%) DSDM
6 41 (13.58%) Configuration Management
6 41 (13.58%) OO
7 37 (12.25%) ITIL
8 32 (10.60%) Mentoring
9 31 (10.26%) TDD
10 29 (9.60%) Software Testing
11 28 (9.27%) Open Source
11 28 (9.27%) RUP
12 27 (8.94%) Test Automation
12 27 (8.94%) Unit Testing
13 24 (7.95%) Information Security
13 24 (7.95%) Software Engineering
13 24 (7.95%) Test Planning
14 23 (7.62%) Data Modelling
15 21 (6.95%) Automation Testing
Programming Languages
1 165 (54.64%) Ruby
2 151 (50.00%) Java
3 84 (27.81%) PHP
3 84 (27.81%) SQL
4 70 (23.18%) Bash Shell
5 69 (22.85%) Perl
6 68 (22.52%) C#
7 59 (19.54%) JavaScript
8 51 (16.89%) C
9 48 (15.89%) C++
10 41 (13.58%) Shell Script
11 34 (11.26%) Scala
12 13 (4.30%) Go
13 11 (3.64%) R
14 5 (1.66%) T-SQL
14 5 (1.66%) VB.NET
15 4 (1.32%) VBA
16 3 (0.99%) Groovy
16 3 (0.99%) VB
17 2 (0.66%) F#
Qualifications
1 49 (16.23%) Degree
2 21 (6.95%) CREST Certified
3 16 (5.30%) CHECK Team Member
4 14 (4.64%) Tigerscheme
5 11 (3.64%) Security Cleared
6 10 (3.31%) ISEB
6 10 (3.31%) ISTQB
7 9 (2.98%) SC Cleared
8 8 (2.65%) ISTQB Advanced Certification
9 7 (2.32%) Cisco Certification
10 5 (1.66%) CCNA
10 5 (1.66%) CEH
10 5 (1.66%) CISSP
10 5 (1.66%) MCITP
10 5 (1.66%) MCSA
10 5 (1.66%) Microsoft Certification
10 5 (1.66%) OSCP
10 5 (1.66%) PhD
11 4 (1.32%) CISA
12 2 (0.66%) CCIE
Quality Assurance & Compliance
1 5 (1.66%) ISO/IEC 27001
1 5 (1.66%) QA
1 5 (1.66%) SLA
2 1 (0.33%) PCI DSS
System Software
1 55 (18.21%) Xen
2 42 (13.91%) vSphere
3 38 (12.58%) XenServer
4 23 (7.62%) VMware Infrastructure
5 19 (6.29%) KVM
6 15 (4.97%) Active Directory
6 15 (4.97%) Hyper-V
7 11 (3.64%) Docker
8 8 (2.65%) Apache Flume
9 3 (0.99%) Firmware
10 2 (0.66%) LXC
10 2 (0.66%) Sendmail
10 2 (0.66%) Snort
11 1 (0.33%) HDFS
11 1 (0.33%) VirtualBox
Systems Management
1 95 (31.46%) Opscode Chef
2 92 (30.46%) Puppet
3 44 (14.57%) Cobbler
4 43 (14.24%) Tivoli
5 37 (12.25%) Ansible
6 7 (2.32%) Nagios
6 7 (2.32%) Salt
7 4 (1.32%) Cacti
7 4 (1.32%) Grafana
7 4 (1.32%) Graphite
7 4 (1.32%) Kubernetes
7 4 (1.32%) Opsview
8 2 (0.66%) MAILsweeper
8 2 (0.66%) MIMEsweeper
8 2 (0.66%) Norton AntiVirus
8 2 (0.66%) Proventia
8 2 (0.66%) Terraform
9 1 (0.33%) Ambari
9 1 (0.33%) logstash
9 1 (0.33%) Oozie
Vendors
1 97 (32.12%) Oracle
2 41 (13.58%) VMware
3 38 (12.58%) EnterpriseDB
3 38 (12.58%) Microsoft
4 21 (6.95%) Cisco
5 16 (5.30%) Red Hat
6 13 (4.30%) Google
7 9 (2.98%) Cloudera
8 6 (1.99%) SOASTA, Inc
8 6 (1.99%) Splunk
9 5 (1.66%) NetApp
10 4 (1.32%) F5
10 4 (1.32%) IBM
11 3 (0.99%) Brocade
11 3 (0.99%) HP
11 3 (0.99%) Symantec
12 2 (0.66%) Blue Coat
12 2 (0.66%) Forcepoint
12 2 (0.66%) Intel Security
12 2 (0.66%) Tripwire
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