The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Python
Yorkshire / West Yorkshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 48 51 81
Rank change year-on-year +3 +30  
Permanent jobs citing Python 195 192 137
As % of all permanent IT jobs advertised in West Yorkshire 5.55% 4.88% 2.98%
As % of the Programming Languages category 10.35% 9.72% 5.71%
Number of salaries quoted 158 138 113
Median salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.64% -5.55%  
90% offered a salary of more than £36,750 £31,500 £30,250
10% offered a salary of more than £60,000 £60,000 £60,000
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 West Yorkshire with a requirement for programming language skills.

Programming Language Skills
West Yorkshire
Permanent job vacancies with a requirement for programming language skills 1884 1976 2400
As % of all permanent IT job vacancies advertised in West Yorkshire 53.61% 50.24% 52.13%
Number of salaries quoted 1618 1700 2032
Median salary £44,000 £40,000 £40,000
Median salary % change year-on-year +10.00% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £52,500 £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 West Yorkshire

The job posting trend of jobs advertised in West Yorkshire 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 West Yorkshire

Python
Salary Trend in West Yorkshire

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

Salary trend for Python in West Yorkshire

Python
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Python in West Yorkshire over the 3 months to 22 June 2017.

Salary histogram for Python in West Yorkshire

Python
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the West Yorkshire region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +9 174 £50,000 +21.21% 32
Bradford -11 6 £35,000 +11.11%
Castleford - 1 - -
Keighley - 1 £37,500 -
Pontefract - 1 £45,000 -
Python
Yorkshire

For the 6 months to 22 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 West Yorkshire region with a requirement for Python.

1 180 (51.43%) Linux
2 177 (50.57%) Agile Software Development
3 166 (47.43%) Java
4 148 (42.29%) Ruby
5 127 (36.29%) DevOps
6 119 (34.00%) Puppet
7 118 (33.71%) SQL
8 111 (31.71%) Bash Shell
8 111 (31.71%) Opscode Chef
9 96 (27.43%) JavaScript
10 87 (24.86%) Scrum
11 85 (24.29%) Continuous Integration
12 84 (24.00%) Amazon AWS
12 84 (24.00%) Git (software)
13 80 (22.86%) Oracle
14 78 (22.29%) Ansible
15 75 (21.43%) PHP
16 74 (21.14%) C#
17 73 (20.86%) Configuration Management
18 72 (20.57%) DSDM
18 72 (20.57%) TDD
19 71 (20.29%) Jenkins
20 70 (20.00%) Windows
21 67 (19.14%) HTML
22 62 (17.71%) Software Engineering
22 62 (17.71%) Test Automation
23 61 (17.43%) Shell Script
24 60 (17.14%) Unix
24 60 (17.14%) OpenStack
25 59 (16.86%) C++

Python
Co-occurring IT Skills in West Yorkshire 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 60 (17.14%) OpenStack
2 55 (15.71%) CloudStack
3 26 (7.43%) JBoss
3 26 (7.43%) WebLogic
4 21 (6.00%) WebSphere
5 13 (3.71%) Apache
6 11 (3.14%) Confluence
6 11 (3.14%) Tomcat
7 6 (1.71%) Apache Spark
8 5 (1.43%) Jetty
8 5 (1.43%) Tornado
9 2 (0.57%) Elasticsearch
9 2 (0.57%) GeoServer
9 2 (0.57%) OpenEdge
10 1 (0.29%) IIS
10 1 (0.29%) nginx
Business Applications
1 2 (0.57%) Odoo
2 1 (0.29%) SAP Oil and Gas
Cloud Services
1 84 (24.00%) Amazon AWS
2 22 (6.29%) Microsoft Azure
3 16 (4.57%) Google Cloud Platform
4 12 (3.43%) IaaS
5 9 (2.57%) AWS CloudFormation
6 7 (2.00%) PaaS
7 6 (1.71%) G Suite
7 6 (1.71%) Loggly
7 6 (1.71%) Office 365
7 6 (1.71%) SaaS
7 6 (1.71%) Slack
7 6 (1.71%) Sumo Logic
8 5 (1.43%) Amazon EC2
8 5 (1.43%) Amazon S3
9 4 (1.14%) Amazon ELB
9 4 (1.14%) AWS Lambda
10 3 (0.86%) GitHub
11 1 (0.29%) AWS Elastic Beanstalk
11 1 (0.29%) Google Compute Engine
Communications & Networking
1 44 (12.57%) Firewall
2 23 (6.57%) Ethernet
2 23 (6.57%) Network Security
3 14 (4.00%) Internet
4 13 (3.71%) HTTP
5 10 (2.86%) AMQP
6 7 (2.00%) TCP/IP
7 6 (1.71%) DNS
8 3 (0.86%) VPN
9 2 (0.57%) NGN
10 1 (0.29%) NAS
10 1 (0.29%) SAN
Database & Business Intelligence
1 40 (11.43%) MySQL
2 32 (9.14%) Riak
2 32 (9.14%) SQL Server
3 29 (8.29%) NoSQL
4 21 (6.00%) Relational Database
5 19 (5.43%) Redis
6 18 (5.14%) MongoDB
7 16 (4.57%) PostgreSQL
8 15 (4.29%) Apache Cassandra
9 9 (2.57%) Hadoop
10 8 (2.29%) RDBMS
10 8 (2.29%) SQL Server Analysis Services
10 8 (2.29%) SQL Server Integration Services
11 6 (1.71%) Couchbase
12 5 (1.43%) Big Data
12 5 (1.43%) Event Store
13 4 (1.14%) Amazon RDS
13 4 (1.14%) Oracle Database
14 3 (0.86%) Apache Hive
14 3 (0.86%) SQL Server 2014
Development Applications
1 84 (24.00%) Git (software)
2 71 (20.29%) Jenkins
3 53 (15.14%) Selenium
4 50 (14.29%) Subversion
5 43 (12.29%) JIRA
6 36 (10.29%) Maven
7 35 (10.00%) Visual Studio
8 30 (8.57%) Cucumber
8 30 (8.57%) TeamCity
9 26 (7.43%) Android Studio
9 26 (7.43%) Eclipse
10 20 (5.71%) Vagrant
11 14 (4.00%) Appium
12 12 (3.43%) JUnit
13 11 (3.14%) JMeter
14 10 (2.86%) JBehave
14 10 (2.86%) Mercurial
14 10 (2.86%) Ranorex
14 10 (2.86%) SoapUI
15 9 (2.57%) Calabash
General
1 25 (7.14%) Games
2 20 (5.71%) Advertising
3 17 (4.86%) Finance
4 10 (2.86%) Retail
5 4 (1.14%) Electronics
5 4 (1.14%) Telecoms
6 3 (0.86%) Banking
7 2 (0.57%) Automotive
7 2 (0.57%) Manufacturing
8 1 (0.29%) Aerospace
8 1 (0.29%) Back Office
8 1 (0.29%) Marketing
Job Titles
1 94 (26.86%) Developer
2 83 (23.71%) DevOps Engineer
3 42 (12.00%) Software Engineer
4 41 (11.71%) Java Developer
5 31 (8.86%) Platform Engineer
6 30 (8.57%) Analyst
7 26 (7.43%) Linux Engineer
8 23 (6.57%) Python Developer
9 21 (6.00%) Linux/Unix DevOps
10 20 (5.71%) Tester
11 19 (5.43%) Linux DevOps Engineer
12 18 (5.14%) Administrator
12 18 (5.14%) Automation Tester
12 18 (5.14%) AWS DevOps
13 17 (4.86%) C++ Software Engineer
13 17 (4.86%) Linux Administrator
13 17 (4.86%) Network Analyst
13 17 (4.86%) Network Security Analyst
13 17 (4.86%) Security Analyst
13 17 (4.86%) Systems Administrator
Libraries, Frameworks & Software Standards
1 67 (19.14%) HTML
2 48 (13.71%) .NET
3 43 (12.29%) Spring
4 42 (12.00%) CSS
5 34 (9.71%) Node.js
6 31 (8.86%) Web Services
7 27 (7.71%) AngularJS
7 27 (7.71%) Spring Boot
8 23 (6.57%) React
9 20 (5.71%) RabbitMQ
10 16 (4.57%) Django
11 15 (4.29%) Hibernate
11 15 (4.29%) Kafka
12 13 (3.71%) HTML5
13 12 (3.43%) jQuery
14 11 (3.14%) Apache Camel
14 11 (3.14%) ASP.NET
15 9 (2.57%) ActiveMQ
15 9 (2.57%) RESTful
15 9 (2.57%) XML
Miscellaneous
1 12 (3.43%) Computer Science
2 11 (3.14%) Greenfield Project
3 9 (2.57%) Fintech
4 7 (2.00%) NHS
5 4 (1.14%) Algorithms
5 4 (1.14%) Public Cloud
6 3 (0.86%) Analytical Skills
6 3 (0.86%) Replication
7 2 (0.57%) Data Structures
7 2 (0.57%) Mobile App
7 2 (0.57%) User Experience
8 1 (0.29%) Embedded Systems
8 1 (0.29%) Enterprise Software
8 1 (0.29%) Internet of Things
8 1 (0.29%) Management Information System
8 1 (0.29%) Raspberry Pi
8 1 (0.29%) Streaming Video
Operating Systems
1 180 (51.43%) Linux
2 70 (20.00%) Windows
3 60 (17.14%) Unix
4 56 (16.00%) Red Hat Enterprise Linux
5 30 (8.57%) Android
6 26 (7.43%) Embedded Linux
6 26 (7.43%) Windows Embedded Compact
7 25 (7.14%) Debian
8 9 (2.57%) CentOS
9 7 (2.00%) Mac OS
10 4 (1.14%) Apple iOS
11 2 (0.57%) Ubuntu
11 2 (0.57%) Windows Server
12 1 (0.29%) CoreOS
12 1 (0.29%) Windows Server 2008
12 1 (0.29%) Windows Server 2012
Processes & Methodologies
1 177 (50.57%) Agile Software Development
2 127 (36.29%) DevOps
3 87 (24.86%) Scrum
4 85 (24.29%) Continuous Integration
5 73 (20.86%) Configuration Management
6 72 (20.57%) DSDM
6 72 (20.57%) TDD
7 62 (17.71%) Software Engineering
7 62 (17.71%) Test Automation
8 53 (15.14%) OO
9 49 (14.00%) RUP
10 39 (11.14%) SDLC
11 37 (10.57%) BDD
12 36 (10.29%) Test Scripting
13 33 (9.43%) Mentoring
14 28 (8.00%) ITIL
15 27 (7.71%) Open Source
16 24 (6.86%) High Availability
16 24 (6.86%) Kanban
17 23 (6.57%) Disaster Recovery
Programming Languages
1 166 (47.43%) Java
2 148 (42.29%) Ruby
3 118 (33.71%) SQL
4 111 (31.71%) Bash Shell
5 96 (27.43%) JavaScript
6 75 (21.43%) PHP
7 74 (21.14%) C#
8 61 (17.43%) Shell Script
9 59 (16.86%) C++
10 39 (11.14%) C
11 22 (6.29%) Perl
12 16 (4.57%) Scala
13 8 (2.29%) Go
14 6 (1.71%) PowerShell
15 4 (1.14%) VC++
16 3 (0.86%) T-SQL
17 2 (0.57%) Objective-C
17 2 (0.57%) R
17 2 (0.57%) TypeScript
18 1 (0.29%) Erlang
Qualifications
1 26 (7.43%) Degree
2 17 (4.86%) Cisco Certification
3 15 (4.29%) Computer Science Degree
4 12 (3.43%) CCNA
4 12 (3.43%) CCNP
5 11 (3.14%) ISEB
5 11 (3.14%) ISTQB
5 11 (3.14%) ISTQB Foundation Certification
6 7 (2.00%) ITIL Certification
7 4 (1.14%) AWS Certification
8 3 (0.86%) MBA
9 2 (0.57%) PhD
10 1 (0.29%) Master's Degree
Quality Assurance & Compliance
1 4 (1.14%) QA
2 3 (0.86%) SLA
System Software
1 59 (16.86%) Xen
2 55 (15.71%) vSphere
2 55 (15.71%) XenServer
3 33 (9.43%) Docker
4 10 (2.86%) VMware Infrastructure
5 9 (2.57%) VMware ESXi
6 7 (2.00%) VirtualBox
7 5 (1.43%) KVM
8 1 (0.29%) HDFS
8 1 (0.29%) Hyper-V
Systems Management
1 119 (34.00%) Puppet
2 111 (31.71%) Opscode Chef
3 78 (22.29%) Ansible
4 36 (10.29%) Tivoli
5 35 (10.00%) Cobbler
6 16 (4.57%) Terraform
7 14 (4.00%) Salt
8 10 (2.86%) Nagios
9 7 (2.00%) ZABBIX
10 5 (1.43%) Grafana
10 5 (1.43%) Prometheus
11 4 (1.14%) HP SiteScope
12 3 (0.86%) Kubernetes
12 3 (0.86%) Rundeck
13 2 (0.57%) Packer
14 1 (0.29%) HP Quality Center
14 1 (0.29%) SCCM
Vendors
1 80 (22.86%) Oracle
2 55 (15.71%) Red Hat
3 50 (14.29%) EnterpriseDB
4 34 (9.71%) Microsoft
5 28 (8.00%) Splunk
6 22 (6.29%) Google
7 17 (4.86%) Cisco
8 15 (4.29%) CheckPoint
9 13 (3.71%) Rackspace
9 13 (3.71%) VMware
10 10 (2.86%) New Relic
11 7 (2.00%) SaltStack
12 4 (1.14%) Apple
13 3 (0.86%) Perforce
13 3 (0.86%) Salesforce.com
13 3 (0.86%) Zend
14 2 (0.57%) ESRI
14 2 (0.57%) IBM
15 1 (0.29%) HP
15 1 (0.29%) SAP
Pudsey, West Yorkshire
Lloyds Banking Group
Salary: £53600 - £71500 per annum + Package
Posted: 5 hours ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: Yesterday
Batley, West Yorkshire
Senitor Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: Yesterday
Leeds, Yorkshire
Integrity IT Solutions Limited
Salary: benefits
Posted: 20 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £50,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £60,000 per annum + 10% Bonus
Posted: 2 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £50,000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 2 days ago
Leeds, Yorkshire
Integrity IT Solutions Limited
Salary: Excellent + benefits
Posted: 21 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £65000 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Candour Solutions
Salary: From £40,000 to £55,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £50,000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
ninesharp
Salary: £50000 - £60000 per annum + benefits
Posted: 3 days ago
Leeds, West Yorkshire
Estio Technology Recruitment
Salary: From £35,000 to £35,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 2 days ago
Huddersfield, West Yorkshire
IT Executive Ltd
Salary: £35000 - £50000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + On-Call + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Pension, Holiday, Professional Certs
Posted: 6 days ago
Leeds, West Yorkshire
Leidos
Posted: 3 days ago
Leeds, West Yorkshire
Amsource Technology Ltd
Salary: From £35,000 to £45,000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £45000 per annum + benefits
Posted: 6 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £45000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
JM
Salary: £40000 - £50000 per annum + Competitive benefits + bonus
Posted: 6 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £60,000 per annum plus excellent benefits
Posted: 7 days ago
Huddersfield, West Yorkshire
IT Executive Ltd
Salary: £45000 - £60000 per annum + DOE, Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Candour Solutions
Salary: From £40,000 to £65,000 per annum Excellent Benefits
Posted: 6 days ago
Leeds
1 Trevelyan Square
Salary: £40000 - £49999 per annum, Benefits: £46,625 - £57,640
Posted: 6 days ago
Leeds
Computer Futures
Salary: £55000 - £56000 per annum + competitive
Posted: 16 days ago