The following table provides summary statistics for permanent job vacancies advertised in 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 29 April 2017 with a comparison to the same period in the previous 2 years.

Python
England / Yorkshire
3 months to
29 Apr 2017
Same period 2016 Same period 2015
Rank 43 44 104
Rank change year-on-year +1 +60  
Permanent jobs citing Python 317 320 184
As % of all permanent IT jobs advertised in Yorkshire 5.78% 5.10% 2.56%
As % of the Programming Languages category 10.14% 9.88% 5.05%
Number of salaries quoted 274 259 151
Median salary £52,500 £42,500 £40,000
Median salary % change year-on-year +23.52% +6.25%  
90% offered a salary of more than £35,000 £30,050 £26,500
10% offered a salary of more than £60,000 £52,250 £50,000
UK excluding London median salary £45,000 £45,000 £45,000

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 Yorkshire with a requirement for programming language skills.

Programming Language Skills
Yorkshire
Permanent job vacancies with a requirement for programming language skills 3126 3239 3645
As % of all permanent IT job vacancies advertised in Yorkshire 57.00% 51.60% 50.75%
Number of salaries quoted 2768 2729 3095
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.66%  
90% offered a salary of more than £30,000 £29,250 £27,000
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £41,500 £41,500 £40,000
% change year-on-year - +3.75%  

Python
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 Yorkshire

Python
Salary Trend in Yorkshire

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

Salary trend for Python in Yorkshire

Python
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Python in Yorkshire over the 3 months to 29 April 2017.

Salary histogram for Python in Yorkshire

Python
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Yorkshire region over the 3 months to 29 April 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
West Yorkshire +1 175 £50,000 +17.64% 39
South Yorkshire +15 93 £57,500 +15.00% 14
North Yorkshire -6 35 £45,000 - 5
East Yorkshire -10 1 £37,500 +25.00%
Python
England

For the 6 months to 29 April 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 Yorkshire region with a requirement for Python.

1 283 (55.27%) Java
2 273 (53.32%) Agile Software Development
3 245 (47.85%) Linux
4 221 (43.16%) Ruby
5 197 (38.48%) JavaScript
6 191 (37.30%) SQL
7 157 (30.66%) DevOps
8 149 (29.10%) HTML
9 144 (28.13%) Bash Shell
10 137 (26.76%) Scrum
11 135 (26.37%) Oracle
12 130 (25.39%) Puppet
13 124 (24.22%) Opscode Chef
14 121 (23.63%) PHP
15 118 (23.05%) Unix
16 117 (22.85%) Continuous Integration
17 113 (22.07%) Software Engineering
18 111 (21.68%) C++
19 106 (20.70%) Windows
20 104 (20.31%) TDD
20 104 (20.31%) Git (software)
21 103 (20.12%) CSS
22 101 (19.73%) Amazon AWS
23 98 (19.14%) DSDM
24 92 (17.97%) Shell Script
25 89 (17.38%) C
26 86 (16.80%) OO
27 81 (15.82%) C#
28 80 (15.63%) Configuration Management
29 76 (14.84%) OpenStack

Python
Co-occurring IT Skills in 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 76 (14.84%) OpenStack
2 74 (14.45%) CloudStack
3 41 (8.01%) WebLogic
4 36 (7.03%) JBoss
5 35 (6.84%) WebSphere
6 14 (2.73%) Elasticsearch
7 13 (2.54%) Tomcat
8 11 (2.15%) Apache
9 8 (1.56%) Apache Spark
10 7 (1.37%) Confluence
11 6 (1.17%) Apache Solr
11 6 (1.17%) Jetty
12 4 (0.78%) GeoServer
13 3 (0.59%) WebSphere Application Server
14 2 (0.39%) IIS
14 2 (0.39%) OpenEdge
15 1 (0.20%) nginx
15 1 (0.20%) Tornado
Applications
1 5 (0.98%) Microsoft Excel
1 5 (0.98%) MS Visio
Business Applications
1 2 (0.39%) Odoo
2 1 (0.20%) SAP Oil and Gas
Cloud Services
1 101 (19.73%) Amazon AWS
2 27 (5.27%) Microsoft Azure
3 12 (2.34%) IaaS
4 11 (2.15%) SaaS
5 10 (1.95%) Google Cloud Platform
6 8 (1.56%) PaaS
7 6 (1.17%) Office 365
8 5 (0.98%) Amazon EC2
8 5 (0.98%) Amazon S3
8 5 (0.98%) G Suite
8 5 (0.98%) Slack
9 4 (0.78%) GitHub
9 4 (0.78%) Loggly
9 4 (0.78%) Sumo Logic
10 3 (0.59%) Amazon ELB
10 3 (0.59%) AWS CloudFormation
10 3 (0.59%) AWS Lambda
11 2 (0.39%) Cloud Computing
11 2 (0.39%) Force.com
12 1 (0.20%) Google Compute Engine
Communications & Networking
1 47 (9.18%) Ethernet
2 34 (6.64%) Firewall
3 19 (3.71%) HTTP
4 16 (3.13%) Internet
5 10 (1.95%) Network Security
6 9 (1.76%) DNS
6 9 (1.76%) TCP/IP
7 8 (1.56%) Wireless
7 8 (1.56%) Wireless Security
8 6 (1.17%) DWDM
8 6 (1.17%) VPN
9 3 (0.59%) SSH
10 2 (0.39%) BGP
10 2 (0.39%) Intrusion Detection
10 2 (0.39%) IPsec
10 2 (0.39%) LDAP
10 2 (0.39%) MPLS
10 2 (0.39%) OSPF
10 2 (0.39%) RIP
10 2 (0.39%) SSL
Database & Business Intelligence
1 52 (10.16%) MySQL
2 45 (8.79%) NoSQL
3 35 (6.84%) Riak
4 30 (5.86%) MongoDB
5 24 (4.69%) Hadoop
6 23 (4.49%) Oracle Reports
7 21 (4.10%) PostgreSQL
8 19 (3.71%) Big Data
8 19 (3.71%) Redis
8 19 (3.71%) Relational Database
9 17 (3.32%) SQL Server
10 15 (2.93%) Apache Cassandra
11 8 (1.56%) Couchbase
12 7 (1.37%) RDBMS
13 5 (0.98%) Apache Hive
13 5 (0.98%) Data Warehouse
13 5 (0.98%) MS Access
13 5 (0.98%) SQL Server Analysis Services
13 5 (0.98%) SQL Server Integration Services
13 5 (0.98%) SQL Server Reporting Services
Development Applications
1 104 (20.31%) Git (software)
2 76 (14.84%) Jenkins
3 66 (12.89%) Subversion
4 53 (10.35%) JIRA
5 46 (8.98%) Maven
6 45 (8.79%) Selenium
6 45 (8.79%) Visual Studio
7 39 (7.62%) Android Studio
7 39 (7.62%) Eclipse
8 34 (6.64%) TeamCity
9 27 (5.27%) Cucumber
10 23 (4.49%) Oracle Forms
11 16 (3.13%) Vagrant
12 14 (2.73%) Appium
13 13 (2.54%) WebDriver
14 12 (2.34%) Mercurial
15 11 (2.15%) Ant
15 11 (2.15%) SoapUI
16 10 (1.95%) Calabash
17 9 (1.76%) Atlassian Bamboo
General
1 39 (7.62%) Advertising
2 37 (7.23%) Games
3 22 (4.30%) Finance
4 20 (3.91%) Telecoms
5 18 (3.52%) Retail
6 9 (1.76%) Legal
7 8 (1.56%) Banking
8 6 (1.17%) Marketing
9 4 (0.78%) Automotive
9 4 (0.78%) Electronics
9 4 (0.78%) Online Betting
9 4 (0.78%) Publishing
10 2 (0.39%) Manufacturing
11 1 (0.20%) Aerospace
11 1 (0.20%) Back Office
Job Titles
1 172 (33.59%) Developer
2 113 (22.07%) DevOps Engineer
3 82 (16.02%) Software Engineer
4 62 (12.11%) Java Developer
5 53 (10.35%) Software Developer
6 46 (8.98%) Python Developer
7 43 (8.40%) Platform Engineer
8 34 (6.64%) Tester
9 31 (6.05%) Embedded Engineer
9 31 (6.05%) Embedded Software Engineer
10 25 (4.88%) Automation Tester
11 24 (4.69%) Linux Engineer
11 24 (4.69%) Web Developer
12 21 (4.10%) C++ Software Engineer
13 20 (3.91%) Junior
14 19 (3.71%) Analyst
15 18 (3.52%) Linux/Unix DevOps
16 17 (3.32%) Administrator
17 16 (3.13%) Linux Administrator
17 16 (3.13%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 149 (29.10%) HTML
2 103 (20.12%) CSS
3 73 (14.26%) .NET
4 45 (8.79%) Node.js
5 40 (7.81%) Spring
6 34 (6.64%) Django
6 34 (6.64%) React
7 33 (6.45%) Web Services
8 32 (6.25%) jQuery
9 30 (5.86%) RESTful
10 29 (5.66%) AngularJS
11 27 (5.27%) Spring Boot
12 20 (3.91%) HTML5
13 18 (3.52%) Ruby on Rails
14 17 (3.32%) XML
15 13 (2.54%) ASP.NET
15 13 (2.54%) LAMP
15 13 (2.54%) RabbitMQ
16 12 (2.34%) Ajax
16 12 (2.34%) J2EE
Miscellaneous
1 38 (7.42%) Computer Science
2 15 (2.93%) Greenfield Project
2 15 (2.93%) Mobile App
3 11 (2.15%) Data Centre
4 10 (1.95%) Analytical Skills
5 8 (1.56%) Algorithms
6 6 (1.17%) CESG
6 6 (1.17%) Data Structures
6 6 (1.17%) Fintech
7 5 (0.98%) Enterprise Software
7 5 (0.98%) Public Cloud
7 5 (0.98%) Robotics
7 5 (0.98%) Social Media
7 5 (0.98%) User Experience
8 4 (0.78%) Driving Licence
8 4 (0.78%) Management Information System
8 4 (0.78%) Replication
9 2 (0.39%) Enterprise Cloud
9 2 (0.39%) NHS
10 1 (0.20%) Private Cloud
Operating Systems
1 245 (47.85%) Linux
2 118 (23.05%) Unix
3 106 (20.70%) Windows
4 47 (9.18%) Red Hat Enterprise Linux
5 43 (8.40%) Android
6 39 (7.62%) Embedded Linux
6 39 (7.62%) Windows Embedded Compact
7 23 (4.49%) Debian
8 13 (2.54%) CentOS
9 8 (1.56%) Solaris
10 6 (1.17%) Mac OS
10 6 (1.17%) Ubuntu
10 6 (1.17%) Windows Server
11 4 (0.78%) Apple iOS
12 2 (0.39%) CoreOS
13 1 (0.20%) Windows Server 2008
13 1 (0.20%) Windows Server 2012
Processes & Methodologies
1 273 (53.32%) Agile Software Development
2 157 (30.66%) DevOps
3 137 (26.76%) Scrum
4 117 (22.85%) Continuous Integration
5 113 (22.07%) Software Engineering
6 104 (20.31%) TDD
7 98 (19.14%) DSDM
8 86 (16.80%) OO
9 80 (15.63%) Configuration Management
10 70 (13.67%) RUP
11 61 (11.91%) BDD
12 55 (10.74%) SDLC
13 48 (9.38%) Automated Testing
14 46 (8.98%) Web Development
15 40 (7.81%) Waterfall
16 39 (7.62%) Open Source
17 38 (7.42%) Kanban
18 34 (6.64%) Test Scripting
19 29 (5.66%) Test Automation
20 28 (5.47%) ITIL
Programming Languages
1 283 (55.27%) Java
2 221 (43.16%) Ruby
3 197 (38.48%) JavaScript
4 191 (37.30%) SQL
5 144 (28.13%) Bash Shell
6 121 (23.63%) PHP
7 111 (21.68%) C++
8 92 (17.97%) Shell Script
9 89 (17.38%) C
10 81 (15.82%) C#
11 73 (14.26%) Perl
12 52 (10.16%) Scala
13 34 (6.64%) Go
14 28 (5.47%) PL/SQL
15 14 (2.73%) PowerShell
16 10 (1.95%) VBA
17 8 (1.56%) BeanShell
18 7 (1.37%) VB
19 6 (1.17%) R
20 5 (0.98%) CoffeeScript
Qualifications
1 55 (10.74%) Degree
2 21 (4.10%) Security Cleared
3 17 (3.32%) AWS Certification
4 14 (2.73%) ISEB
4 14 (2.73%) ISTQB
4 14 (2.73%) ISTQB Foundation Certification
5 13 (2.54%) CCNP
5 13 (2.54%) Cisco Certification
6 11 (2.15%) CCNA
6 11 (2.15%) JNCIA
6 11 (2.15%) JNCIP
6 11 (2.15%) SC Cleared
7 8 (1.56%) CEH
7 8 (1.56%) OSCP
8 7 (1.37%) PhD
9 6 (1.17%) CREST Certified
10 5 (0.98%) PMI Certification
10 5 (0.98%) PMP
11 4 (0.78%) CISA
11 4 (0.78%) CISSP
Quality Assurance & Compliance
1 27 (5.27%) QA
2 8 (1.56%) SDET
3 1 (0.20%) Data Quality
System Software
1 74 (14.45%) vSphere
1 74 (14.45%) Xen
1 74 (14.45%) XenServer
2 27 (5.27%) Docker
3 9 (1.76%) Active Directory
3 9 (1.76%) VMware Infrastructure
4 8 (1.56%) VirtualBox
5 3 (0.59%) Hyper-V
5 3 (0.59%) Sendmail
6 2 (0.39%) HDFS
6 2 (0.39%) Snort
7 1 (0.20%) KVM
Systems Management
1 130 (25.39%) Puppet
2 124 (24.22%) Opscode Chef
3 76 (14.84%) Ansible
4 49 (9.57%) Tivoli
5 48 (9.38%) Cobbler
6 18 (3.52%) Terraform
7 11 (2.15%) Salt
8 9 (1.76%) Nagios
9 7 (1.37%) logstash
10 6 (1.17%) Kibana
11 5 (0.98%) Kubernetes
11 5 (0.98%) ZABBIX
12 3 (0.59%) HP SiteScope
12 3 (0.59%) Rundeck
13 2 (0.39%) MAILsweeper
13 2 (0.39%) MIMEsweeper
13 2 (0.39%) Norton AntiVirus
13 2 (0.39%) Prometheus
13 2 (0.39%) Proventia
14 1 (0.20%) HP Quality Center
Vendors
1 135 (26.37%) Oracle
2 69 (13.48%) EnterpriseDB
3 46 (8.98%) Microsoft
4 44 (8.59%) Red Hat
5 16 (3.13%) Splunk
6 15 (2.93%) Google
6 15 (2.93%) VMware
7 11 (2.15%) HP
8 7 (1.37%) NetApp
8 7 (1.37%) New Relic
8 7 (1.37%) Rackspace
9 5 (0.98%) Blue Prism
9 5 (0.98%) Cisco
9 5 (0.98%) Cognizant
9 5 (0.98%) EMC
9 5 (0.98%) Salesforce.com
9 5 (0.98%) Zend
10 4 (0.78%) Apple
10 4 (0.78%) SaltStack
11 2 (0.39%) Juniper
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £45000 - £60000 per annum + benefits
Posted: Yesterday
Skipton, North Yorkshire
Oscar
Salary: £30000 - £50000 per annum
Posted: Yesterday
South Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum + benefits
Posted: Yesterday
Leeds, West Yorkshire
Oscar
Salary: £40000 - £55000 per annum + competetive benefits
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £65000 per annum + benefits
Posted: Yesterday
Leeds, West Yorkshire
JM
Salary: £40000 - £50000 per annum + Competitive benefits + bonus
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £40,000 per annum
Posted: 2 days ago
Sheffield, South Yorkshire
The Floow
Posted: Yesterday
Leeds, West Yorkshire
Digital Gurus
Salary: £45000.00 - £50000.00 per annum
Posted: 3 days ago
Keighley, West Yorkshire
Greywood Associates Limited
Salary: £35000 - £40000 per annum + bens
Posted: 4 days ago
West Yorkshire
CoreCom Consulting
Salary: £40000 per annum + Pension Scheme
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £50,000 per annum + benefits
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £60,000 per annum plus excellent benefits
Posted: 3 days ago
Sheffield, South Yorkshire
The Floow
Posted: Yesterday
Leeds, West Yorkshire
onezeero.
Salary: £40000 - £55000 per annum + Bonus + Pension
Posted: 2 days ago
Leeds, West Yorkshire
The Bridge Ltd
Posted: 5 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £40000 - £45000 per annum + Pension, Healthcare
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £40000 per annum + Additional Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £60,000 per annum + 10% Bonus
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 5 days ago
Batley, West Yorkshire
Senitor Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 4 days ago
East Riding
Rullion
Salary: £55000 per annum + additional benefits
Posted: 5 days ago
Sheffield, South Yorkshire
Affecto Recruitment Ltd
Salary: £30000 - £35000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £70000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £50,000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Candour Solutions
Salary: Excellent plus outstanding benefits
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + Benefits on Application
Posted: 4 days ago
Leeds, West Yorkshire
Computer Futures
Salary: £70000 - £75000 per annum + competitive
Posted: 4 days ago
Sheffield, South Yorkshire
Sky Betting and Gaming
Salary: excellent benefits and bonus!
Posted: 16 days ago