Period
to 21 April 2018

The following table provides summary statistics for permanent job vacancies advertised in North Yorkshire 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 21 April 2018 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > North Yorkshire
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 58 75 67
Rank change year-on-year +17 -8 +30
Permanent jobs citing Python 55 41 60
As % of all permanent IT jobs advertised in North Yorkshire 4.07% 2.61% 3.36%
As % of the Programming Languages category 7.42% 4.53% 6.65%
Number of salaries quoted 43 26 52
North Yorkshire median annual salary £47,500 £42,000 £45,000
Median salary % change year-on-year +13.10% -6.67% +45.16%
10th Percentile £28,750 £36,875 £33,000
90th Percentile £61,250 £50,000 £49,750
Yorkshire median annual salary £50,000 £50,001 £45,000
% change year-on-year 0.00% +11.11% +11.11%

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 North Yorkshire with a requirement for coding skills.

All Programming Languages
North Yorkshire
Permanent vacancies with a requirement for coding skills 741 905 902
As % of all permanent IT jobs advertised in North Yorkshire 54.89% 57.72% 50.48%
Number of salaries quoted 640 792 776
North Yorkshire median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £26,250
90th Percentile £53,750 £50,000 £52,500
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Python
Job Vacancy Trend in North Yorkshire

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

Job vacancy trend for Python in North Yorkshire

Python
Salary Trend in North Yorkshire

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

Salary trend for Python in North Yorkshire

Python
Salary Histogram in North Yorkshire

The salary distribution of IT jobs citing Python in North Yorkshire over the 6 months to 21 April 2018.

Salary histogram for Python in North Yorkshire

Python
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the North Yorkshire region over the 6 months to 21 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
York +17 45 £52,500 +20.00% 7
Skipton -3 5 £30,000 -25.00%
Harrogate +12 4 £50,000 -4.76% 2
Python
Yorkshire

For the 6 months to 21 April 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 North Yorkshire region with a requirement for Python.

1 28 (50.91%) Linux
2 27 (49.09%) Ruby
3 24 (43.64%) C++
4 23 (41.82%) Perl
4 23 (41.82%) Java
5 21 (38.18%) Amazon AWS
6 18 (32.73%) Puppet
7 17 (30.91%) Agile Software Development
8 16 (29.09%) Tomcat
8 16 (29.09%) Bash Shell
8 16 (29.09%) Load Balancing
9 15 (27.27%) PHP
10 14 (25.45%) C#
10 14 (25.45%) JavaScript
10 14 (25.45%) TCP/IP
11 12 (21.82%) Internet
11 12 (21.82%) VMware
11 12 (21.82%) Ansible
12 11 (20.00%) DevOps
12 11 (20.00%) Pyramid
12 11 (20.00%) SDET
12 11 (20.00%) Greenfield Project
12 11 (20.00%) Software Engineering
12 11 (20.00%) Git (software)
12 11 (20.00%) Test Automation
12 11 (20.00%) Microsoft Azure
12 11 (20.00%) TDD
13 10 (18.18%) Middleware
13 10 (18.18%) NetApp
13 10 (18.18%) HP

Python
Co-occurring IT Skills in North 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 16 (29.09%) Tomcat
2 10 (18.18%) Jetty
2 10 (18.18%) WebLogic
3 4 (7.27%) JBoss
4 2 (3.64%) Apache
4 2 (3.64%) SAS
Applications
1 2 (3.64%) Weka
2 1 (1.82%) Simulink
Cloud Services
1 21 (38.18%) Amazon AWS
2 11 (20.00%) Microsoft Azure
3 4 (7.27%) Cloud Computing
3 4 (7.27%) GitHub
4 1 (1.82%) Bluemix
4 1 (1.82%) IBM Cloud
Communications & Networking
1 14 (25.45%) TCP/IP
2 12 (21.82%) Internet
3 8 (14.55%) Broadband
4 4 (7.27%) NetScaler
5 3 (5.45%) Network Security
6 2 (3.64%) Firewall
6 2 (3.64%) SSH
7 1 (1.82%) SMS
Database & Business Intelligence
1 4 (7.27%) PostgreSQL
2 3 (5.45%) MongoDB
3 2 (3.64%) KNIME
3 2 (3.64%) MySQL
4 1 (1.82%) Big Data
Development Applications
1 11 (20.00%) Git (software)
2 5 (9.09%) GitLab
3 4 (7.27%) Atlassian Bamboo
3 4 (7.27%) Jenkins
4 3 (5.45%) Grunt
4 3 (5.45%) gulp
5 1 (1.82%) Vagrant
5 1 (1.82%) Visual Studio
General
1 2 (3.64%) Automotive
2 1 (1.82%) Electronics
2 1 (1.82%) Legal
2 1 (1.82%) Manufacturing
2 1 (1.82%) Marketing
Job Titles
1 29 (52.73%) Developer
2 14 (25.45%) Software Developer
3 12 (21.82%) Linux Engineer
4 11 (20.00%) Agile Developer
4 11 (20.00%) Developer in Test
5 8 (14.55%) DevOps Engineer
6 4 (7.27%) Linux Support
6 4 (7.27%) Linux Support Engineer
6 4 (7.27%) Python Engineer
6 4 (7.27%) Support Engineer
7 3 (5.45%) Administrator
7 3 (5.45%) Front End Developer (Client-Side Developer)
7 3 (5.45%) Linux Administrator
7 3 (5.45%) Linux Systems Administrator
7 3 (5.45%) Linux Systems Engineer
7 3 (5.45%) Python Developer
7 3 (5.45%) Systems Administrator
8 2 (3.64%) AWS Engineer
8 2 (3.64%) Data Scientist
8 2 (3.64%) Software Engineer
Libraries, Frameworks & Software Standards
1 11 (20.00%) Pyramid
2 10 (18.18%) Middleware
3 8 (14.55%) CSS
3 8 (14.55%) HTML
4 7 (12.73%) Node.js
5 6 (10.91%) AngularJS
6 5 (9.09%) Ruby on Rails
7 4 (7.27%) Web Services
8 3 (5.45%) .NET
8 3 (5.45%) Vue (Vue.js)
9 2 (3.64%) LAMP
9 2 (3.64%) OpenCV
9 2 (3.64%) Qt
9 2 (3.64%) TensorFlow
10 1 (1.82%) XML
Miscellaneous
1 11 (20.00%) Greenfield Project
2 5 (9.09%) Video\Live Streaming
3 4 (7.27%) User Experience
4 3 (5.45%) Analytical Skills
4 3 (5.45%) Self-Motivation
4 3 (5.45%) Virtual Team
5 2 (3.64%) Algorithms
5 2 (3.64%) CUDA
5 2 (3.64%) Embedded Systems
5 2 (3.64%) Robotics
6 1 (1.82%) Internet of Things
6 1 (1.82%) iPad
Operating Systems
1 28 (50.91%) Linux
2 4 (7.27%) Red Hat Enterprise Linux
2 4 (7.27%) Unix
3 3 (5.45%) AIX
3 3 (5.45%) Debian
3 3 (5.45%) HPUX
3 3 (5.45%) Solaris
4 1 (1.82%) Windows
Processes & Methodologies
1 17 (30.91%) Agile Software Development
2 16 (29.09%) Load Balancing
3 11 (20.00%) DevOps
3 11 (20.00%) SDET
3 11 (20.00%) Software Engineering
3 11 (20.00%) TDD
3 11 (20.00%) Test Automation
4 8 (14.55%) Analytics
4 8 (14.55%) Line Management
4 8 (14.55%) Scrum
4 8 (14.55%) Workflow
5 7 (12.73%) Microservices
6 6 (10.91%) Software Delivery
7 5 (9.09%) Collaborative Working
7 5 (9.09%) Configuration Management
7 5 (9.09%) Continuous Integration
8 4 (7.27%) Front End Development
8 4 (7.27%) Machine Learning
8 4 (7.27%) Software Testing
8 4 (7.27%) Task Automation
Programming Languages
1 27 (49.09%) Ruby
2 24 (43.64%) C++
3 23 (41.82%) Java
3 23 (41.82%) Perl
4 16 (29.09%) Bash Shell
5 15 (27.27%) PHP
6 14 (25.45%) C#
6 14 (25.45%) JavaScript
7 10 (18.18%) SQL
8 8 (14.55%) C
8 8 (14.55%) R
9 6 (10.91%) Go
10 3 (5.45%) Pascal
10 3 (5.45%) VB.NET
11 1 (1.82%) Embedded C
11 1 (1.82%) MATLAB
Qualifications
1 5 (9.09%) Degree
2 2 (3.64%) Master's Degree
2 2 (3.64%) PhD
Quality Assurance & Compliance
1 8 (14.55%) Disclosure Scotland
2 4 (7.27%) QA
3 2 (3.64%) SLA
4 1 (1.82%) ISO 26262
4 1 (1.82%) MISRA
System Software
1 10 (18.18%) VMware Infrastructure
2 7 (12.73%) Docker
3 2 (3.64%) VMware ESXi
Systems Management
1 18 (32.73%) Puppet
2 12 (21.82%) Ansible
3 3 (5.45%) Opscode Chef
4 2 (3.64%) Kubernetes
Vendors
1 12 (21.82%) VMware
2 10 (18.18%) EMC
2 10 (18.18%) HP
2 10 (18.18%) NetApp
3 7 (12.73%) Red Hat
4 5 (9.09%) Microsoft
5 4 (7.27%) Citrix
6 2 (3.64%) Percona
7 1 (1.82%) Google
7 1 (1.82%) IBM
7 1 (1.82%) Zend