Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in York with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 15 August 2018 with a comparison to the same period in the previous 2 years.

Python
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 38 28 58
Rank change year-on-year -10 +30 -9
Permanent jobs citing Python 51 56 28
As % of all permanent IT jobs advertised in York 7.19% 7.75% 3.79%
As % of the Programming Languages category 11.23% 10.63% 5.63%
Number of salaries quoted 37 34 20
York median annual salary £42,500 £45,000 £38,750
Median salary % change year-on-year -5.56% +16.13% +46.23%
10th Percentile £28,250 £37,000 £35,000
90th Percentile £58,000 £48,750 £52,500
North Yorkshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +20.00%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in York with a requirement for coding skills.

All Programming Languages
York
Permanent vacancies with a requirement for coding skills 454 527 497
As % of all permanent IT jobs advertised in York 64.03% 72.89% 67.25%
Number of salaries quoted 396 418 408
York median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +6.67%
10th Percentile £28,250 £27,500 £26,720
90th Percentile £57,500 £57,500 £52,500
North Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

Python
Job Vacancy Trend in York

Job postings citing Python as a percentage of all IT jobs advertised in York.

Job vacancy trend for Python in York

Python
Salary Trend in York

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

Salary trend for Python in York

Python
Salary Histogram in York

The salary distribution of IT jobs citing Python in York over the 6 months to 15 August 2018.

Salary histogram for Python in York

For the 6 months to 15 August 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the York region with a requirement for Python.

1 37 (72.55%) Linux
2 28 (54.90%) Amazon AWS
3 26 (50.98%) Ruby
4 24 (47.06%) Perl
5 22 (43.14%) Tomcat
5 22 (43.14%) Bash Shell
6 19 (37.25%) Agile Software Development
7 18 (35.29%) VMware
7 18 (35.29%) Git (software)
8 17 (33.33%) Load Balancing
8 17 (33.33%) TCP/IP
9 15 (29.41%) Ansible
10 13 (25.49%) Docker
10 13 (25.49%) DevOps
10 13 (25.49%) HTML
10 13 (25.49%) VMware Infrastructure
10 13 (25.49%) Cloud Computing
11 12 (23.53%) CSS
11 12 (23.53%) Citrix
11 12 (23.53%) NetScaler
12 11 (21.57%) Microsoft Azure
12 11 (21.57%) Puppet
12 11 (21.57%) R
12 11 (21.57%) Problem-Solving
12 11 (21.57%) Java
12 11 (21.57%) JavaScript
12 11 (21.57%) Scrum
13 10 (19.61%) Broadband
13 10 (19.61%) Red Hat
13 10 (19.61%) Workflow

Python
Co-occurring IT Skills in York 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 22 (43.14%) Tomcat
2 8 (15.69%) JBoss
3 7 (13.73%) Apache
3 7 (13.73%) Jetty
4 6 (11.76%) WebLogic
5 1 (1.96%) CMS
5 1 (1.96%) Drupal
5 1 (1.96%) IIS
5 1 (1.96%) WordPress
Cloud Services
1 28 (54.90%) Amazon AWS
2 13 (25.49%) Cloud Computing
3 11 (21.57%) Microsoft Azure
4 2 (3.92%) AWS CloudFormation
Communications & Networking
1 17 (33.33%) TCP/IP
2 12 (23.53%) NetScaler
3 10 (19.61%) Broadband
4 7 (13.73%) Internet
5 6 (11.76%) Firewall
5 6 (11.76%) Network Security
6 4 (7.84%) BGP
6 4 (7.84%) Cisco ASA
6 4 (7.84%) Cisco IOS
6 4 (7.84%) Cisco ISE
6 4 (7.84%) Cisco Nexus
6 4 (7.84%) DNS
6 4 (7.84%) F5 BIG-IP GTM
6 4 (7.84%) F5 BIG-IP LTM
6 4 (7.84%) MPLS
6 4 (7.84%) NX-OS
6 4 (7.84%) OSPF
6 4 (7.84%) VPLS
6 4 (7.84%) VPN
6 4 (7.84%) WLAN
Database & Business Intelligence
1 9 (17.65%) MySQL
2 8 (15.69%) PostgreSQL
3 1 (1.96%) MongoDB
3 1 (1.96%) SQL Server
Development Applications
1 18 (35.29%) Git (software)
2 5 (9.80%) GitLab
2 5 (9.80%) Grunt
2 5 (9.80%) gulp
2 5 (9.80%) Vagrant
3 4 (7.84%) Sonatype Nexus
4 1 (1.96%) Visual Studio
General
1 6 (11.76%) Retail
2 1 (1.96%) Automotive
Job Titles
1 19 (37.25%) Developer
2 11 (21.57%) Linux Engineer
3 10 (19.61%) DevOps Engineer
4 8 (15.69%) AWS Engineer
4 8 (15.69%) Python Developer
5 5 (9.80%) Front End Developer (Client-Side Developer)
5 5 (9.80%) Full Stack Developer
6 4 (7.84%) Infrastructure Security Specialist
6 4 (7.84%) Infrastructure Specialist
6 4 (7.84%) Network Infrastructure Specialist
6 4 (7.84%) Network Security Specialist
6 4 (7.84%) Security Specialist
6 4 (7.84%) Senior Developer
6 4 (7.84%) Senior Python Developer
7 3 (5.88%) Architect
7 3 (5.88%) Network Specialist
7 3 (5.88%) Python Engineer
7 3 (5.88%) Technical Architect
8 2 (3.92%) Azure Engineer
8 2 (3.92%) VMware Engineer
Libraries, Frameworks & Software Standards
1 13 (25.49%) HTML
2 12 (23.53%) CSS
3 8 (15.69%) LAMP
3 8 (15.69%) Middleware
4 6 (11.76%) Qt
5 5 (9.80%) AngularJS
5 5 (9.80%) Node.js
5 5 (9.80%) React
5 5 (9.80%) Ruby on Rails
5 5 (9.80%) Vue.js
6 2 (3.92%) XML
7 1 (1.96%) .NET
7 1 (1.96%) HTML5
7 1 (1.96%) Java EE
7 1 (1.96%) JSON
7 1 (1.96%) Laravel
7 1 (1.96%) Natural Language Processing
7 1 (1.96%) Spring
7 1 (1.96%) Web Services
7 1 (1.96%) Zend Framework
Miscellaneous
1 9 (17.65%) Analytical Skills
2 8 (15.69%) Self-Motivation
3 6 (11.76%) Video\Live Streaming
4 5 (9.80%) User Experience
4 5 (9.80%) Virtual Team
5 3 (5.88%) Embedded Systems
6 2 (3.92%) Enterprise Software
7 1 (1.96%) Algorithms
7 1 (1.96%) e-Learning
Operating Systems
1 37 (72.55%) Linux
2 8 (15.69%) Red Hat Enterprise Linux
3 2 (3.92%) AIX
3 2 (3.92%) Debian
3 2 (3.92%) HPUX
3 2 (3.92%) Solaris
3 2 (3.92%) Unix
4 1 (1.96%) Windows
Processes & Methodologies
1 19 (37.25%) Agile Software Development
2 17 (33.33%) Load Balancing
3 13 (25.49%) DevOps
4 11 (21.57%) Problem-Solving
4 11 (21.57%) Scrum
5 10 (19.61%) Line Management
5 10 (19.61%) Workflow
6 7 (13.73%) E-Commerce
7 5 (9.80%) Configuration Management
7 5 (9.80%) Continuous Integration
7 5 (9.80%) Deployment Automation
7 5 (9.80%) Front End Development
7 5 (9.80%) Microservices
7 5 (9.80%) Pair Programming
7 5 (9.80%) Time Management
7 5 (9.80%) Web Application Development
8 4 (7.84%) Multi-Factor Authentication
8 4 (7.84%) Two-Factor Authentication
9 3 (5.88%) Prototyping
10 2 (3.92%) Service Continuity Management
Programming Languages
1 26 (50.98%) Ruby
2 24 (47.06%) Perl
3 22 (43.14%) Bash Shell
4 11 (21.57%) Java
4 11 (21.57%) JavaScript
4 11 (21.57%) R
5 8 (15.69%) C
6 6 (11.76%) C++
6 6 (11.76%) SQL
7 5 (9.80%) Go
7 5 (9.80%) PowerShell
8 3 (5.88%) PHP
9 2 (3.92%) C#
10 1 (1.96%) Groovy
Qualifications
1 8 (15.69%) Degree
2 4 (7.84%) CCIE
2 4 (7.84%) CCNP
2 4 (7.84%) Cisco Certification
3 3 (5.88%) CCIE Security
4 1 (1.96%) SC Cleared
4 1 (1.96%) Security Cleared
Quality Assurance & Compliance
1 8 (15.69%) Disclosure Scotland
1 8 (15.69%) QA
2 2 (3.92%) SLA
System Software
1 13 (25.49%) Docker
1 13 (25.49%) VMware Infrastructure
2 7 (13.73%) VMware ESXi
3 4 (7.84%) XenApp
3 4 (7.84%) XenDesktop
4 1 (1.96%) Hyper-V
4 1 (1.96%) KVM
Systems Management
1 15 (29.41%) Ansible
2 11 (21.57%) Puppet
3 7 (13.73%) Kubernetes
4 6 (11.76%) Terraform
5 2 (3.92%) Opscode Chef
6 1 (1.96%) HAProxy
Vendors
1 18 (35.29%) VMware
2 12 (23.53%) Citrix
3 10 (19.61%) Red Hat
4 7 (13.73%) EMC
4 7 (13.73%) HP
4 7 (13.73%) NetApp
4 7 (13.73%) Percona
5 4 (7.84%) Blue Coat
5 4 (7.84%) CheckPoint
5 4 (7.84%) Cisco
5 4 (7.84%) F5
5 4 (7.84%) Google
5 4 (7.84%) Imperva
5 4 (7.84%) Infoblox
5 4 (7.84%) Juniper
5 4 (7.84%) Microsoft
5 4 (7.84%) Zscaler
6 3 (5.88%) Twitter
7 1 (1.96%) Tableau
7 1 (1.96%) Zend