Period
to 18 February 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 18 February 2018 with a comparison to the same period in the previous 2 years.

Python
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 30 62 65
Rank change year-on-year +32 +3 -3
Permanent jobs citing Python 51 16 7
As % of all permanent IT jobs advertised in York 7.34% 2.54% 1.10%
As % of the Programming Languages category 11.16% 3.93% 1.78%
Number of salaries quoted 40 13 2
York median annual salary £55,000 £40,000 £50,000
Median salary % change year-on-year +37.50% -20.00% +73.91%
North Yorkshire median annual salary £52,500 £40,000 £45,000
% change year-on-year +31.25% -11.11% +50.00%

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 457 407 393
As % of all permanent IT jobs advertised in York 65.76% 64.71% 61.99%
Number of salaries quoted 398 348 352
York median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £29,750 £26,250 £26,250
90th Percentile £56,250 £51,250 £51,250
North Yorkshire median annual salary £40,000 £40,000 £38,500
% change year-on-year - +3.90% +6.94%

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 18 February 2018.

Salary histogram for Python in York

For the 6 months to 18 February 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 34 (66.67%) Java
2 30 (58.82%) Agile Software Development
2 30 (58.82%) Ruby
3 27 (52.94%) C++
4 24 (47.06%) Linux
5 23 (45.10%) PHP
6 22 (43.14%) Puppet
7 21 (41.18%) Test Automation
8 20 (39.22%) Pyramid
8 20 (39.22%) SDET
8 20 (39.22%) C#
8 20 (39.22%) TDD
8 20 (39.22%) Greenfield Project
9 19 (37.25%) Perl
9 19 (37.25%) Amazon AWS
10 13 (25.49%) Node.js
11 12 (23.53%) Git (software)
11 12 (23.53%) JavaScript
12 11 (21.57%) Middleware
12 11 (21.57%) TCP/IP
12 11 (21.57%) NetApp
12 11 (21.57%) Tomcat
12 11 (21.57%) HP
12 11 (21.57%) EMC
12 11 (21.57%) VMware
12 11 (21.57%) Load Balancing
12 11 (21.57%) Microsoft Azure
12 11 (21.57%) Bash Shell
12 11 (21.57%) VMware Infrastructure
12 11 (21.57%) Jetty

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 11 (21.57%) Jetty
1 11 (21.57%) Tomcat
2 10 (19.61%) WebLogic
3 1 (1.96%) IIS
Cloud Services
1 19 (37.25%) Amazon AWS
2 11 (21.57%) Microsoft Azure
3 5 (9.80%) GitHub
4 1 (1.96%) IaaS
Communications & Networking
1 11 (21.57%) TCP/IP
2 9 (17.65%) Internet
3 8 (15.69%) Broadband
4 2 (3.92%) Network Security
Database & Business Intelligence
1 1 (1.96%) MySQL
1 1 (1.96%) PostgreSQL
1 1 (1.96%) SQL Server
Development Applications
1 12 (23.53%) Git (software)
2 8 (15.69%) Atlassian Bamboo
2 8 (15.69%) Jenkins
3 6 (11.76%) GitLab
4 5 (9.80%) Cucumber
5 3 (5.88%) Grunt
5 3 (5.88%) gulp
6 1 (1.96%) Bitbucket
6 1 (1.96%) Calabash
6 1 (1.96%) Capybara
6 1 (1.96%) GoCD
6 1 (1.96%) JIRA
6 1 (1.96%) Mercurial
6 1 (1.96%) Selenium
General
1 1 (1.96%) French Language
1 1 (1.96%) German Language
1 1 (1.96%) Portuguese Language
1 1 (1.96%) Spanish Language
1 1 (1.96%) Swedish Language
Job Titles
1 32 (62.75%) Developer
2 20 (39.22%) Developer in Test
3 19 (37.25%) Agile Developer
4 16 (31.37%) Software Developer
5 11 (21.57%) Linux Engineer
6 8 (15.69%) DevOps Engineer
7 6 (11.76%) Linux Support
7 6 (11.76%) Linux Support Engineer
7 6 (11.76%) Support Engineer
8 3 (5.88%) Front End Developer (Client-Side Developer)
9 2 (3.92%) AWS Engineer
9 2 (3.92%) Systems Developer
10 1 (1.96%) Help Desk Engineer
10 1 (1.96%) HTML Developer
10 1 (1.96%) JavaScript Developer
10 1 (1.96%) Linux Administrator
10 1 (1.96%) Linux Systems Administrator
10 1 (1.96%) Python Developer
10 1 (1.96%) QA Engineer
10 1 (1.96%) Technical Engineer
Libraries, Frameworks & Software Standards
1 20 (39.22%) Pyramid
2 13 (25.49%) Node.js
3 11 (21.57%) Middleware
4 9 (17.65%) CSS
4 9 (17.65%) HTML
5 5 (9.80%) Ruby on Rails
6 4 (7.84%) Web Services
7 3 (5.88%) AngularJS
7 3 (5.88%) Vue (Vue.js)
Miscellaneous
1 20 (39.22%) Greenfield Project
2 7 (13.73%) Video\Live Streaming
3 3 (5.88%) Analytical Skills
3 3 (5.88%) User Experience
3 3 (5.88%) Virtual Team
4 1 (1.96%) PMI
Operating Systems
1 24 (47.06%) Linux
2 3 (5.88%) Unix
3 2 (3.92%) AIX
3 2 (3.92%) Debian
3 2 (3.92%) HPUX
3 2 (3.92%) Solaris
4 1 (1.96%) Windows
Processes & Methodologies
1 30 (58.82%) Agile Software Development
2 21 (41.18%) Test Automation
3 20 (39.22%) SDET
3 20 (39.22%) TDD
4 11 (21.57%) Load Balancing
5 10 (19.61%) DevOps
5 10 (19.61%) Software Engineering
6 9 (17.65%) Configuration Management
6 9 (17.65%) Scrum
7 8 (15.69%) Line Management
7 8 (15.69%) Workflow
8 7 (13.73%) Collaborative Working
8 7 (13.73%) Microservices
8 7 (13.73%) Software Delivery
9 5 (9.80%) Analytics
9 5 (9.80%) Continuous Integration
9 5 (9.80%) Software Testing
10 3 (5.88%) Pair Programming
10 3 (5.88%) Time Management
10 3 (5.88%) Web Application Development
Programming Languages
1 34 (66.67%) Java
2 30 (58.82%) Ruby
3 27 (52.94%) C++
4 23 (45.10%) PHP
5 20 (39.22%) C#
6 19 (37.25%) Perl
7 12 (23.53%) JavaScript
8 11 (21.57%) Bash Shell
9 8 (15.69%) R
10 7 (13.73%) SQL
11 5 (9.80%) C
11 5 (9.80%) Go
12 1 (1.96%) PowerShell
Qualifications
1 1 (1.96%) PMI Certification
Quality Assurance & Compliance
1 8 (15.69%) Disclosure Scotland
2 2 (3.92%) QA
System Software
1 11 (21.57%) VMware Infrastructure
2 9 (17.65%) Docker
3 1 (1.96%) Hyper-V
3 1 (1.96%) KVM
Systems Management
1 22 (43.14%) Puppet
2 7 (13.73%) Ansible
3 5 (9.80%) Opscode Chef
4 1 (1.96%) HAProxy
4 1 (1.96%) rkt
Vendors
1 11 (21.57%) EMC
1 11 (21.57%) HP
1 11 (21.57%) NetApp
1 11 (21.57%) VMware
2 2 (3.92%) Microsoft
2 2 (3.92%) Red Hat
3 1 (1.96%) Oracle