Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Python
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 33 45 69
Rank change year-on-year +12 +24 -22
Permanent jobs citing Python 51 34 23
As % of all permanent IT jobs advertised in York 7.29% 4.99% 2.85%
As % of the Programming Languages category 12.00% 7.28% 4.41%
Number of salaries quoted 34 25 16
York median annual salary £41,000 £45,000 £42,500
Median salary % change year-on-year -8.89% +5.88% +60.38%
10th Percentile £28,750 £31,000 £35,000
90th Percentile £61,250 £45,000 £52,500
North Yorkshire median annual salary £41,000 £41,500 £45,000
% change year-on-year -1.20% -7.78% +45.16%

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 425 467 521
As % of all permanent IT jobs advertised in York 60.71% 68.58% 64.56%
Number of salaries quoted 369 393 439
York median annual salary £45,000 £41,000 £40,000
Median salary % change year-on-year +9.76% +2.50% +6.67%
10th Percentile £28,150 £27,500 £26,750
90th Percentile £57,250 £52,500 £52,500
North Yorkshire median annual salary £40,000 £40,000 £40,000

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 24 May 2018.

Salary histogram for Python in York

For the 6 months to 24 May 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%) Linux
2 28 (54.90%) Ruby
3 26 (50.98%) Perl
4 20 (39.22%) Tomcat
4 20 (39.22%) Load Balancing
4 20 (39.22%) Git (software)
4 20 (39.22%) Amazon AWS
4 20 (39.22%) Bash Shell
5 19 (37.25%) Ansible
5 19 (37.25%) Agile Software Development
5 19 (37.25%) C++
6 17 (33.33%) Puppet
7 16 (31.37%) Java
7 16 (31.37%) JavaScript
8 15 (29.41%) TCP/IP
9 14 (27.45%) Broadband
9 14 (27.45%) CSS
9 14 (27.45%) HTML
9 14 (27.45%) Workflow
9 14 (27.45%) Scrum
9 14 (27.45%) R
9 14 (27.45%) Line Management
9 14 (27.45%) Disclosure Scotland
10 12 (23.53%) VMware
11 11 (21.57%) C
11 11 (21.57%) Red Hat
11 11 (21.57%) Internet
12 10 (19.61%) Middleware
12 10 (19.61%) HP
12 10 (19.61%) EMC

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 20 (39.22%) Tomcat
2 10 (19.61%) Jetty
2 10 (19.61%) WebLogic
3 8 (15.69%) JBoss
4 2 (3.92%) Apache
Cloud Services
1 20 (39.22%) Amazon AWS
2 10 (19.61%) Microsoft Azure
3 8 (15.69%) Cloud Computing
Communications & Networking
1 15 (29.41%) TCP/IP
2 14 (27.45%) Broadband
3 11 (21.57%) Internet
4 8 (15.69%) NetScaler
5 3 (5.88%) Network Security
5 3 (5.88%) SSH
6 2 (3.92%) Firewall
Database & Business Intelligence
1 8 (15.69%) PostgreSQL
2 2 (3.92%) MySQL
Development Applications
1 20 (39.22%) Git (software)
2 8 (15.69%) GitLab
3 6 (11.76%) Grunt
3 6 (11.76%) gulp
4 3 (5.88%) Vagrant
5 1 (1.96%) Visual Studio
General
1 1 (1.96%) Automotive
Job Titles
1 30 (58.82%) Developer
2 12 (23.53%) Linux Engineer
3 8 (15.69%) Agile Developer
3 8 (15.69%) Developer in Test
3 8 (15.69%) DevOps Engineer
3 8 (15.69%) Software Developer
4 6 (11.76%) Front End Developer (Client-Side Developer)
4 6 (11.76%) Python Developer
5 5 (9.80%) Backend Developer
6 4 (7.84%) Linux Support
6 4 (7.84%) Linux Support Engineer
6 4 (7.84%) Python Engineer
6 4 (7.84%) Support Engineer
7 3 (5.88%) Administrator
7 3 (5.88%) Full Stack Developer
7 3 (5.88%) Linux Administrator
7 3 (5.88%) Linux Systems Administrator
7 3 (5.88%) Linux Systems Engineer
7 3 (5.88%) Systems Administrator
8 2 (3.92%) AWS Engineer
Libraries, Frameworks & Software Standards
1 14 (27.45%) CSS
1 14 (27.45%) HTML
2 10 (19.61%) Middleware
3 8 (15.69%) Pyramid
3 8 (15.69%) Ruby on Rails
4 6 (11.76%) AngularJS
4 6 (11.76%) Node.js
4 6 (11.76%) Vue (Vue.js)
5 4 (7.84%) Qt
6 3 (5.88%) React
7 2 (3.92%) LAMP
8 1 (1.96%) XML
Miscellaneous
1 8 (15.69%) Greenfield Project
2 6 (11.76%) Analytical Skills
2 6 (11.76%) Self-Motivation
2 6 (11.76%) User Experience
2 6 (11.76%) Virtual Team
3 5 (9.80%) Video\Live Streaming
4 3 (5.88%) Embedded Systems
Operating Systems
1 34 (66.67%) Linux
2 8 (15.69%) Red Hat Enterprise Linux
3 4 (7.84%) Unix
4 3 (5.88%) AIX
4 3 (5.88%) Debian
4 3 (5.88%) HPUX
4 3 (5.88%) Solaris
Processes & Methodologies
1 20 (39.22%) Load Balancing
2 19 (37.25%) Agile Software Development
3 14 (27.45%) Line Management
3 14 (27.45%) Scrum
3 14 (27.45%) Workflow
4 10 (19.61%) DevOps
4 10 (19.61%) Microservices
5 8 (15.69%) Configuration Management
5 8 (15.69%) Continuous Integration
5 8 (15.69%) Deployment Automation
5 8 (15.69%) SDET
5 8 (15.69%) TDD
5 8 (15.69%) Test Automation
6 6 (11.76%) Front End Development
6 6 (11.76%) Pair Programming
6 6 (11.76%) Time Management
6 6 (11.76%) Web Application Development
7 5 (9.80%) Collaborative Working
8 3 (5.88%) Problem-Solving
8 3 (5.88%) Prototyping
Programming Languages
1 28 (54.90%) Ruby
2 26 (50.98%) Perl
3 20 (39.22%) Bash Shell
4 19 (37.25%) C++
5 16 (31.37%) Java
5 16 (31.37%) JavaScript
6 14 (27.45%) R
7 11 (21.57%) C
8 10 (19.61%) PHP
9 8 (15.69%) C#
9 8 (15.69%) Go
9 8 (15.69%) SQL
Qualifications
1 6 (11.76%) Degree
Quality Assurance & Compliance
1 14 (27.45%) Disclosure Scotland
2 6 (11.76%) QA
3 2 (3.92%) SLA
System Software
1 10 (19.61%) VMware Infrastructure
2 5 (9.80%) Docker
3 2 (3.92%) VMware ESXi
Systems Management
1 19 (37.25%) Ansible
2 17 (33.33%) Puppet
3 3 (5.88%) Opscode Chef
4 2 (3.92%) Kubernetes
Vendors
1 12 (23.53%) VMware
2 11 (21.57%) Red Hat
3 10 (19.61%) EMC
3 10 (19.61%) HP
3 10 (19.61%) NetApp
4 8 (15.69%) Citrix
5 5 (9.80%) Microsoft
6 2 (3.92%) Percona
6 2 (3.92%) Twitter