The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Python
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 30 42 79
Rank change year-on-year +12 +37  
Permanent jobs citing Python 181 166 109
As % of all permanent IT jobs advertised in Leeds 7.22% 5.68% 3.30%
As % of the Programming Languages category 12.78% 11.32% 6.12%
Number of salaries quoted 144 114 88
Median salary £50,000 £41,875 £47,500
Median salary % change year-on-year +19.40% -11.84%  
90% offered a salary of more than £37,500 £35,000 £32,200
10% offered a salary of more than £60,000 £60,000 £61,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for programming language skills.

Programming Language Skills
Leeds
Permanent job vacancies with a requirement for programming language skills 1416 1467 1781
As % of all permanent IT job vacancies advertised in Leeds 56.46% 50.15% 53.97%
Number of salaries quoted 1225 1238 1492
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
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 £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Leeds

Python
Salary Trend in Leeds

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

Salary trend for Python in Leeds

Python
Salary Histogram in Leeds

The salary distribution of IT jobs citing Python in Leeds over the 3 months to 24 June 2017.

Salary histogram for Python in Leeds

For the 6 months to 24 June 2017, 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.

1 163 (51.26%) Agile Software Development
2 159 (50.00%) Linux
3 139 (43.71%) Java
4 134 (42.14%) Ruby
5 124 (38.99%) DevOps
6 120 (37.74%) Puppet
7 114 (35.85%) Bash Shell
7 114 (35.85%) Opscode Chef
8 107 (33.65%) SQL
9 87 (27.36%) Scrum
10 85 (26.73%) Continuous Integration
10 85 (26.73%) Amazon AWS
11 80 (25.16%) Ansible
11 80 (25.16%) Oracle
12 76 (23.90%) Git (software)
13 74 (23.27%) Configuration Management
13 74 (23.27%) JavaScript
14 72 (22.64%) DSDM
14 72 (22.64%) Jenkins
15 70 (22.01%) C#
15 70 (22.01%) TDD
16 63 (19.81%) Windows
17 62 (19.50%) Shell Script
18 61 (19.18%) OpenStack
18 61 (19.18%) Test Automation
19 60 (18.87%) Red Hat
19 60 (18.87%) Red Hat Enterprise Linux
19 60 (18.87%) Xen
20 56 (17.61%) Unix
21 55 (17.30%) XenServer

Python
Co-occurring 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 61 (19.18%) OpenStack
2 55 (17.30%) CloudStack
3 26 (8.18%) JBoss
3 26 (8.18%) WebLogic
4 21 (6.60%) WebSphere
5 14 (4.40%) Apache
6 13 (4.09%) Tomcat
7 11 (3.46%) Confluence
8 6 (1.89%) Apache Spark
9 5 (1.57%) Jetty
9 5 (1.57%) Tornado
10 2 (0.63%) Elasticsearch
10 2 (0.63%) GeoServer
11 1 (0.31%) IIS
11 1 (0.31%) nginx
11 1 (0.31%) SAS
Business Applications
1 1 (0.31%) SAP Oil and Gas
Cloud Services
1 85 (26.73%) Amazon AWS
2 21 (6.60%) Microsoft Azure
3 16 (5.03%) Google Cloud Platform
4 12 (3.77%) IaaS
5 9 (2.83%) AWS CloudFormation
6 7 (2.20%) PaaS
7 6 (1.89%) G Suite
7 6 (1.89%) Loggly
7 6 (1.89%) Office 365
7 6 (1.89%) Slack
7 6 (1.89%) Sumo Logic
8 5 (1.57%) Amazon EC2
8 5 (1.57%) Amazon S3
9 4 (1.26%) Amazon ELB
9 4 (1.26%) AWS Lambda
9 4 (1.26%) SaaS
10 3 (0.94%) GitHub
11 1 (0.31%) AWS Elastic Beanstalk
11 1 (0.31%) Google Compute Engine
Communications & Networking
1 44 (13.84%) Firewall
2 21 (6.60%) Network Security
3 15 (4.72%) Ethernet
4 12 (3.77%) HTTP
4 12 (3.77%) Internet
5 10 (3.14%) AMQP
6 6 (1.89%) DNS
6 6 (1.89%) TCP/IP
7 3 (0.94%) VPN
8 2 (0.63%) NGN
9 1 (0.31%) NAS
9 1 (0.31%) SAN
Database & Business Intelligence
1 34 (10.69%) MySQL
1 34 (10.69%) Riak
2 32 (10.06%) SQL Server
3 30 (9.43%) NoSQL
4 18 (5.66%) Redis
5 17 (5.35%) MongoDB
6 15 (4.72%) Apache Cassandra
6 15 (4.72%) PostgreSQL
7 13 (4.09%) Relational Database
8 9 (2.83%) Hadoop
9 8 (2.52%) SQL Server Analysis Services
9 8 (2.52%) SQL Server Integration Services
10 6 (1.89%) Couchbase
10 6 (1.89%) Oracle Database
11 5 (1.57%) Event Store
12 4 (1.26%) Amazon RDS
12 4 (1.26%) Big Data
13 3 (0.94%) SQL Server 2014
13 3 (0.94%) SQL Server 2016
13 3 (0.94%) SQL Server Reporting Services
Development Applications
1 76 (23.90%) Git (software)
2 72 (22.64%) Jenkins
3 52 (16.35%) Selenium
4 43 (13.52%) Subversion
5 37 (11.64%) Maven
6 36 (11.32%) JIRA
7 30 (9.43%) TeamCity
8 29 (9.12%) Cucumber
9 26 (8.18%) Visual Studio
10 19 (5.97%) Vagrant
11 17 (5.35%) Android Studio
11 17 (5.35%) Eclipse
12 14 (4.40%) Appium
13 13 (4.09%) JUnit
14 12 (3.77%) JBehave
14 12 (3.77%) Ranorex
15 11 (3.46%) JMeter
16 10 (3.14%) Mercurial
17 9 (2.83%) Calabash
17 9 (2.83%) SoapUI
General
1 26 (8.18%) Games
2 21 (6.60%) Advertising
3 15 (4.72%) Finance
4 9 (2.83%) Retail
5 4 (1.26%) Telecoms
6 3 (0.94%) Banking
6 3 (0.94%) Electronics
7 1 (0.31%) Automotive
7 1 (0.31%) Back Office
7 1 (0.31%) Manufacturing
7 1 (0.31%) Marketing
Job Titles
1 79 (24.84%) Developer
2 78 (24.53%) DevOps Engineer
3 38 (11.95%) Java Developer
4 31 (9.75%) Platform Engineer
4 31 (9.75%) Software Engineer
5 28 (8.81%) Analyst
6 22 (6.92%) Python Developer
7 21 (6.60%) Linux Engineer
8 20 (6.29%) Tester
9 19 (5.97%) Administrator
9 19 (5.97%) AWS DevOps
9 19 (5.97%) Linux/Unix DevOps
9 19 (5.97%) Systems Administrator
10 18 (5.66%) Automation Tester
10 18 (5.66%) Linux Administrator
10 18 (5.66%) Linux Systems Administrator
11 17 (5.35%) C++ Software Engineer
11 17 (5.35%) Network Analyst
11 17 (5.35%) Network Security Analyst
11 17 (5.35%) Security Analyst
Libraries, Frameworks & Software Standards
1 48 (15.09%) .NET
2 47 (14.78%) HTML
3 46 (14.47%) Spring
4 34 (10.69%) Node.js
5 32 (10.06%) Web Services
6 31 (9.75%) CSS
7 28 (8.81%) Spring Boot
8 27 (8.49%) AngularJS
9 24 (7.55%) React
10 20 (6.29%) RabbitMQ
11 17 (5.35%) Hibernate
12 16 (5.03%) Django
13 15 (4.72%) Kafka
14 12 (3.77%) jQuery
15 11 (3.46%) Apache Camel
15 11 (3.46%) ASP.NET
16 9 (2.83%) ActiveMQ
16 9 (2.83%) HTML5
16 9 (2.83%) RESTful
17 8 (2.52%) JPA
Miscellaneous
1 12 (3.77%) Computer Science
2 11 (3.46%) Greenfield Project
3 8 (2.52%) NHS
4 6 (1.89%) Fintech
5 4 (1.26%) Public Cloud
6 3 (0.94%) Replication
7 2 (0.63%) Algorithms
7 2 (0.63%) Data Structures
7 2 (0.63%) Mobile App
7 2 (0.63%) User Experience
8 1 (0.31%) Analytical Skills
8 1 (0.31%) Enterprise Software
8 1 (0.31%) Internet of Things
8 1 (0.31%) Management Information System
8 1 (0.31%) Raspberry Pi
8 1 (0.31%) Streaming Video
Operating Systems
1 159 (50.00%) Linux
2 63 (19.81%) Windows
3 60 (18.87%) Red Hat Enterprise Linux
4 56 (17.61%) Unix
5 27 (8.49%) Debian
6 21 (6.60%) Android
7 17 (5.35%) Embedded Linux
7 17 (5.35%) Windows Embedded Compact
8 10 (3.14%) CentOS
9 7 (2.20%) Mac OS
10 4 (1.26%) Apple iOS
11 2 (0.63%) Ubuntu
11 2 (0.63%) Windows Server
12 1 (0.31%) CoreOS
12 1 (0.31%) Windows Server 2008
12 1 (0.31%) Windows Server 2012
Processes & Methodologies
1 163 (51.26%) Agile Software Development
2 124 (38.99%) DevOps
3 87 (27.36%) Scrum
4 85 (26.73%) Continuous Integration
5 74 (23.27%) Configuration Management
6 72 (22.64%) DSDM
7 70 (22.01%) TDD
8 61 (19.18%) Test Automation
9 53 (16.67%) Software Engineering
10 49 (15.41%) RUP
11 45 (14.15%) OO
12 37 (11.64%) BDD
13 35 (11.01%) Test Scripting
14 33 (10.38%) Mentoring
15 32 (10.06%) SDLC
16 28 (8.81%) ITIL
17 25 (7.86%) Open Source
18 24 (7.55%) High Availability
18 24 (7.55%) Kanban
19 20 (6.29%) Disaster Recovery
Programming Languages
1 139 (43.71%) Java
2 134 (42.14%) Ruby
3 114 (35.85%) Bash Shell
4 107 (33.65%) SQL
5 74 (23.27%) JavaScript
6 70 (22.01%) C#
7 62 (19.50%) Shell Script
8 54 (16.98%) PHP
9 47 (14.78%) C++
10 29 (9.12%) C
11 21 (6.60%) Perl
12 16 (5.03%) Scala
13 8 (2.52%) Go
14 6 (1.89%) PowerShell
14 6 (1.89%) VC++
15 3 (0.94%) T-SQL
16 2 (0.63%) Objective-C
16 2 (0.63%) TypeScript
17 1 (0.31%) Erlang
17 1 (0.31%) R
Qualifications
1 21 (6.60%) Degree
2 17 (5.35%) Cisco Certification
3 12 (3.77%) CCNA
3 12 (3.77%) CCNP
4 11 (3.46%) Computer Science Degree
4 11 (3.46%) ISEB
4 11 (3.46%) ISTQB
4 11 (3.46%) ISTQB Foundation Certification
5 7 (2.20%) ITIL Certification
6 4 (1.26%) AWS Certification
7 3 (0.94%) MBA
8 1 (0.31%) Master's Degree
8 1 (0.31%) PhD
Quality Assurance & Compliance
1 4 (1.26%) QA
2 3 (0.94%) SLA
System Software
1 60 (18.87%) Xen
2 55 (17.30%) vSphere
2 55 (17.30%) XenServer
3 30 (9.43%) Docker
4 11 (3.46%) VMware Infrastructure
5 9 (2.83%) VMware ESXi
6 7 (2.20%) KVM
6 7 (2.20%) VirtualBox
7 1 (0.31%) HDFS
7 1 (0.31%) Hyper-V
Systems Management
1 120 (37.74%) Puppet
2 114 (35.85%) Opscode Chef
3 80 (25.16%) Ansible
4 36 (11.32%) Tivoli
5 35 (11.01%) Cobbler
6 16 (5.03%) Terraform
7 14 (4.40%) Salt
8 10 (3.14%) Nagios
9 7 (2.20%) ZABBIX
10 5 (1.57%) Grafana
10 5 (1.57%) Prometheus
11 4 (1.26%) HP SiteScope
12 3 (0.94%) Kubernetes
12 3 (0.94%) Rundeck
13 2 (0.63%) Packer
14 1 (0.31%) HP Quality Center
14 1 (0.31%) SCCM
Vendors
1 80 (25.16%) Oracle
2 60 (18.87%) Red Hat
3 50 (15.72%) EnterpriseDB
4 36 (11.32%) Microsoft
5 28 (8.81%) Splunk
6 22 (6.92%) Google
7 17 (5.35%) Cisco
8 15 (4.72%) CheckPoint
9 14 (4.40%) VMware
10 13 (4.09%) Rackspace
11 10 (3.14%) New Relic
12 7 (2.20%) SaltStack
13 4 (1.26%) Apple
14 3 (0.94%) Perforce
14 3 (0.94%) Salesforce.com
14 3 (0.94%) Zend
15 2 (0.63%) ESRI
15 2 (0.63%) IBM
16 1 (0.31%) HP
16 1 (0.31%) SAP
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Pension, Holiday, Professional Certs
Posted: Yesterday
Leeds, West Yorkshire
Amsource Technology Ltd
Salary: From £35,000 to £45,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £30000 - £40000.00 per annum
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £45000 per annum + benefits
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £45000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Candour Solutions
Salary: From £40,000 to £65,000 per annum Excellent Benefits
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £60,000 per annum plus excellent benefits
Posted: 2 days ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £60,000 per annum + 10% Bonus
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £50,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £60000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £50,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £50,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
ninesharp
Salary: £50000 - £60000 per annum + benefits
Posted: 5 days ago
Leeds, West Yorkshire
Estio Technology Recruitment
Salary: From £35,000 to £35,000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £65000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Candour Solutions
Salary: From £40,000 to £55,000 per annum
Posted: 3 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Leidos
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + On-Call + Benefits
Posted: 3 days ago
Leeds
1 Trevelyan Square
Salary: £40000 - £49999 per annum, Benefits: £46,625 - £57,640
Posted: 9 days ago
Leeds
Computer Futures
Salary: £55000 - £56000 per annum + competitive
Posted: 18 days ago
Leeds
1 Trevelyan Square
Salary: £40000 - £49999 per annum, Benefits: £47-58k
Posted: 18 days ago