Period
to 25 November 2017

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 25 November 2017 with a comparison to the same period in the previous 2 years.

Python
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 25 60 69
Rank change year-on-year +35 +9 -15
Permanent jobs citing Python 55 17 10
As % of all permanent IT jobs advertised in York 8.26% 2.67% 1.75%
As % of the Programming Languages category 11.29% 4.26% 2.69%
Number of salaries quoted 36 14 6
York median annual salary £52,500 £35,000 £26,500
Median salary % change year-on-year +50.00% +32.08% -37.65%
10th Percentile £40,625 £28,325 £21,750
90th Percentile £61,250 £49,725 £31,250
North Yorkshire median annual salary £52,500 £35,000 £37,500
% change year-on-year +50.00% -6.67% -11.76%

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 487 399 372
As % of all permanent IT jobs advertised in York 73.12% 62.64% 65.03%
Number of salaries quoted 393 331 333
York median annual salary £40,000 £40,000 £39,000
Median salary % change year-on-year - +2.56% -2.50%
10th Percentile £27,500 £27,000 £23,750
90th Percentile £60,000 £51,250 £49,800
North Yorkshire median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -

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 25 November 2017.

Salary histogram for Python in York

For the 6 months to 25 November 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 York region with a requirement for Python.

1 40 (72.73%) Java
2 37 (67.27%) Ruby
3 36 (65.45%) Linux
3 36 (65.45%) Amazon AWS
4 35 (63.64%) Agile Software Development
5 33 (60.00%) Docker
6 27 (49.09%) Puppet
7 26 (47.27%) Node.js
8 25 (45.45%) DevOps
9 23 (41.82%) Jenkins
9 23 (41.82%) Atlassian Bamboo
9 23 (41.82%) Software Engineering
10 21 (38.18%) Cucumber
11 20 (36.36%) Git (software)
12 19 (34.55%) Configuration Management
13 18 (32.73%) PHP
13 18 (32.73%) Software Delivery
14 17 (30.91%) Analytics
14 17 (30.91%) GitHub
14 17 (30.91%) Software Testing
15 16 (29.09%) Test Automation
16 15 (27.27%) Pyramid
16 15 (27.27%) SDET
16 15 (27.27%) Greenfield Project
16 15 (27.27%) TDD
16 15 (27.27%) C#
16 15 (27.27%) C++
17 14 (25.45%) Video\Live Streaming
17 14 (25.45%) Collaborative Working
18 13 (23.64%) GoCD

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 10 (18.18%) Jetty
1 10 (18.18%) Tomcat
2 8 (14.55%) IIS
3 2 (3.64%) WebLogic
4 1 (1.82%) OpenStack
Cloud Services
1 36 (65.45%) Amazon AWS
2 17 (30.91%) GitHub
3 13 (23.64%) IaaS
4 11 (20.00%) Microsoft Azure
Communications & Networking
1 10 (18.18%) TCP/IP
2 9 (16.36%) Internet
3 2 (3.64%) Firewall
4 1 (1.82%) Network Security
Database & Business Intelligence
1 9 (16.36%) MySQL
1 9 (16.36%) PostgreSQL
1 9 (16.36%) SQL Server
2 2 (3.64%) MongoDB
2 2 (3.64%) NoSQL
Development Applications
1 23 (41.82%) Atlassian Bamboo
1 23 (41.82%) Jenkins
2 21 (38.18%) Cucumber
3 20 (36.36%) Git (software)
4 13 (23.64%) Bitbucket
4 13 (23.64%) GitLab
4 13 (23.64%) GoCD
5 1 (1.82%) Calabash
5 1 (1.82%) Capybara
5 1 (1.82%) JIRA
5 1 (1.82%) Mercurial
5 1 (1.82%) Selenium
General
1 1 (1.82%) French Language
1 1 (1.82%) German Language
1 1 (1.82%) Portuguese Language
1 1 (1.82%) Spanish Language
1 1 (1.82%) Swedish Language
Job Titles
1 25 (45.45%) DevOps Engineer
2 19 (34.55%) Developer
3 17 (30.91%) Linux Engineer
4 15 (27.27%) Developer in Test
5 13 (23.64%) Java Engineer
6 12 (21.82%) Agile Developer
7 10 (18.18%) Software Developer
8 9 (16.36%) Linux DevOps Engineer
8 9 (16.36%) Linux/Unix DevOps
8 9 (16.36%) Systems Engineer
9 8 (14.55%) Automation Engineer
9 8 (14.55%) Linux Support
9 8 (14.55%) Linux Support Engineer
9 8 (14.55%) Support Engineer
10 6 (10.91%) Azure Engineer
10 6 (10.91%) Linux Systems Engineer
10 6 (10.91%) Systems Support
10 6 (10.91%) Systems Support Engineer
11 5 (9.09%) Ruby Engineer
12 2 (3.64%) AWS Engineer
Libraries, Frameworks & Software Standards
1 26 (47.27%) Node.js
2 15 (27.27%) Pyramid
3 10 (18.18%) Middleware
4 6 (10.91%) Web Services
5 3 (5.45%) CSS
5 3 (5.45%) HTML
6 2 (3.64%) React
Miscellaneous
1 15 (27.27%) Greenfield Project
2 14 (25.45%) Video\Live Streaming
3 6 (10.91%) NHS
4 1 (1.82%) PMI
4 1 (1.82%) Raspberry Pi
Operating Systems
1 36 (65.45%) Linux
2 7 (12.73%) Windows
3 2 (3.64%) Debian
4 1 (1.82%) AIX
4 1 (1.82%) HPUX
4 1 (1.82%) Red Hat Enterprise Linux
4 1 (1.82%) Solaris
4 1 (1.82%) Unix
Processes & Methodologies
1 35 (63.64%) Agile Software Development
2 25 (45.45%) DevOps
3 23 (41.82%) Software Engineering
4 19 (34.55%) Configuration Management
5 18 (32.73%) Software Delivery
6 17 (30.91%) Analytics
6 17 (30.91%) Software Testing
7 16 (29.09%) Test Automation
8 15 (27.27%) SDET
8 15 (27.27%) TDD
9 14 (25.45%) Collaborative Working
10 13 (23.64%) Continuous Delivery
11 10 (18.18%) Load Balancing
12 7 (12.73%) High Availability
13 6 (10.91%) SDLC
14 3 (5.45%) Scrum
15 2 (3.64%) Creative Thinking
15 2 (3.64%) Server Patching
16 1 (1.82%) Continuous Deployment
16 1 (1.82%) QA Automation
Programming Languages
1 40 (72.73%) Java
2 37 (67.27%) Ruby
3 18 (32.73%) PHP
4 15 (27.27%) C#
4 15 (27.27%) C++
5 12 (21.82%) Bash Shell
6 11 (20.00%) Perl
7 10 (18.18%) SQL
8 8 (14.55%) PowerShell
9 4 (7.27%) JavaScript
Qualifications
1 1 (1.82%) PMI Certification
Quality Assurance & Compliance
1 2 (3.64%) QA
System Software
1 33 (60.00%) Docker
2 11 (20.00%) VMware Infrastructure
3 9 (16.36%) Hyper-V
3 9 (16.36%) KVM
4 1 (1.82%) Xen
Systems Management
1 27 (49.09%) Puppet
2 13 (23.64%) rkt
3 8 (14.55%) HAProxy
3 8 (14.55%) Opscode Chef
4 2 (3.64%) Ansible
Vendors
1 11 (20.00%) VMware
2 10 (18.18%) EMC
2 10 (18.18%) HP
2 10 (18.18%) NetApp
3 9 (16.36%) Oracle
4 3 (5.45%) Microsoft
5 2 (3.64%) Red Hat