Period
to 22 January 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > North Yorkshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 44 90 112
Rank change year-on-year +46 +22 -1
Permanent jobs citing Python 62 28 12
As % of all permanent IT jobs advertised in North Yorkshire 4.91% 1.81% 0.71%
As % of the Programming Languages category 8.30% 3.43% 1.44%
Number of salaries quoted 48 22 8
North Yorkshire median annual salary £52,500 £35,000 £35,000
Median salary % change year-on-year +50.00% - +16.67%
10th Percentile £32,500 £27,550 £20,275
90th Percentile £61,250 £58,750 £41,375
Yorkshire median annual salary £50,000 £42,500 £45,000
% change year-on-year +17.65% -5.56% +12.50%

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 747 816 831
As % of all permanent IT jobs advertised in North Yorkshire 59.14% 52.88% 49.11%
Number of salaries quoted 619 694 756
North Yorkshire median annual salary £40,000 £40,000 £39,000
Median salary % change year-on-year - +2.56% +8.33%
10th Percentile £27,500 £23,825 £26,250
90th Percentile £55,000 £51,250 £52,500
Yorkshire median annual salary £42,000 £40,000 £40,000
% change year-on-year +5.00% - +8.11%

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 22 January 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 22 January 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 +33 54 £57,500 +53.33% 10
Skipton +10 4 £40,000 +26.98%
Harrogate +15 2 £47,500 -9.52%
Middlesbrough -7 1 £65,000 +85.71%
Python
Yorkshire

For the 6 months to 22 January 2018, 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 North Yorkshire region with a requirement for Python.

1 42 (67.74%) Java
2 34 (54.84%) Agile Software Development
3 31 (50.00%) Ruby
4 30 (48.39%) C++
5 29 (46.77%) PHP
6 27 (43.55%) Linux
7 26 (41.94%) Amazon AWS
8 24 (38.71%) C#
9 23 (37.10%) Test Automation
10 22 (35.48%) Puppet
10 22 (35.48%) TDD
10 22 (35.48%) Pyramid
10 22 (35.48%) SDET
10 22 (35.48%) Greenfield Project
11 18 (29.03%) Node.js
12 16 (25.81%) DevOps
13 15 (24.19%) Software Engineering
14 14 (22.58%) Perl
14 14 (22.58%) Docker
15 13 (20.97%) Jenkins
15 13 (20.97%) JavaScript
16 12 (19.35%) Atlassian Bamboo
16 12 (19.35%) Git (software)
17 11 (17.74%) Bash Shell
17 11 (17.74%) Microsoft Azure
17 11 (17.74%) Configuration Management
18 10 (16.13%) VMware
18 10 (16.13%) Tomcat
18 10 (16.13%) TCP/IP
18 10 (16.13%) 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 10 (16.13%) Jetty
1 10 (16.13%) Tomcat
2 8 (12.90%) WebLogic
3 2 (3.23%) IIS
4 1 (1.61%) Apache Solr
4 1 (1.61%) Elasticsearch
Applications
1 1 (1.61%) Simulink
Cloud Services
1 26 (41.94%) Amazon AWS
2 11 (17.74%) Microsoft Azure
3 8 (12.90%) GitHub
4 4 (6.45%) IaaS
5 1 (1.61%) Amazon SQS
5 1 (1.61%) AWS CloudFormation
5 1 (1.61%) Bluemix
5 1 (1.61%) IBM Cloud
Communications & Networking
1 10 (16.13%) Internet
1 10 (16.13%) TCP/IP
2 4 (6.45%) Broadband
3 2 (3.23%) Network Security
4 1 (1.61%) SMS
Database & Business Intelligence
1 6 (9.68%) PostgreSQL
2 4 (6.45%) GIS
3 3 (4.84%) Big Data
3 3 (4.84%) MongoDB
4 2 (3.23%) MySQL
4 2 (3.23%) NoSQL
4 2 (3.23%) SQL Server
5 1 (1.61%) Apache Cassandra
Development Applications
1 13 (20.97%) Jenkins
2 12 (19.35%) Atlassian Bamboo
2 12 (19.35%) Git (software)
3 9 (14.52%) Cucumber
4 6 (9.68%) GitLab
5 4 (6.45%) Bitbucket
5 4 (6.45%) GoCD
6 2 (3.23%) Grunt
6 2 (3.23%) gulp
7 1 (1.61%) Calabash
7 1 (1.61%) Capybara
7 1 (1.61%) JIRA
7 1 (1.61%) JMeter
7 1 (1.61%) Mercurial
7 1 (1.61%) RSpec
7 1 (1.61%) Selenium
7 1 (1.61%) TeamCity
General
1 1 (1.61%) Automotive
1 1 (1.61%) Electronics
1 1 (1.61%) French Language
1 1 (1.61%) German Language
1 1 (1.61%) Legal
1 1 (1.61%) Manufacturing
1 1 (1.61%) Marketing
1 1 (1.61%) Portuguese Language
1 1 (1.61%) Spanish Language
1 1 (1.61%) Swedish Language
Job Titles
1 38 (61.29%) Developer
2 22 (35.48%) Developer in Test
3 21 (33.87%) Software Developer
4 19 (30.65%) Agile Developer
5 12 (19.35%) DevOps Engineer
5 12 (19.35%) Linux Engineer
6 6 (9.68%) Linux Support
6 6 (9.68%) Linux Support Engineer
6 6 (9.68%) Support Engineer
7 4 (6.45%) Java Engineer
8 3 (4.84%) AWS Engineer
8 3 (4.84%) Python Developer
9 2 (3.23%) Automation Engineer
9 2 (3.23%) Front End Developer (Client-Side Developer)
9 2 (3.23%) JavaScript Developer
9 2 (3.23%) Linux DevOps Engineer
9 2 (3.23%) Linux Systems Engineer
9 2 (3.23%) Linux/Unix DevOps
9 2 (3.23%) Ruby Engineer
9 2 (3.23%) Systems Developer
Libraries, Frameworks & Software Standards
1 22 (35.48%) Pyramid
2 18 (29.03%) Node.js
3 10 (16.13%) Middleware
4 9 (14.52%) HTML
5 7 (11.29%) CSS
5 7 (11.29%) Web Services
6 2 (3.23%) .NET
6 2 (3.23%) AngularJS
6 2 (3.23%) Django
6 2 (3.23%) NumPy
6 2 (3.23%) Pandas
6 2 (3.23%) PostGIS
6 2 (3.23%) React
6 2 (3.23%) Ruby on Rails
6 2 (3.23%) Vue (Vue.js)
7 1 (1.61%) Elastic Stack
Miscellaneous
1 22 (35.48%) Greenfield Project
2 8 (12.90%) Video\Live Streaming
3 3 (4.84%) User Experience
4 2 (3.23%) Algorithms
4 2 (3.23%) Analytical Skills
4 2 (3.23%) Virtual Team
5 1 (1.61%) Internet of Things
5 1 (1.61%) iPad
5 1 (1.61%) NHS
5 1 (1.61%) PMI
Operating Systems
1 27 (43.55%) Linux
2 5 (8.06%) Unix
3 3 (4.84%) Windows
4 2 (3.23%) AIX
4 2 (3.23%) Debian
4 2 (3.23%) HPUX
4 2 (3.23%) Solaris
5 1 (1.61%) CentOS
5 1 (1.61%) Fedora
Processes & Methodologies
1 34 (54.84%) Agile Software Development
2 23 (37.10%) Test Automation
3 22 (35.48%) SDET
3 22 (35.48%) TDD
4 16 (25.81%) DevOps
5 15 (24.19%) Software Engineering
6 11 (17.74%) Configuration Management
7 10 (16.13%) Analytics
7 10 (16.13%) Load Balancing
7 10 (16.13%) Software Delivery
8 8 (12.90%) Collaborative Working
8 8 (12.90%) Software Testing
9 7 (11.29%) Scrum
10 5 (8.06%) Microservices
11 4 (6.45%) Continuous Delivery
11 4 (6.45%) Line Management
11 4 (6.45%) Mathematics
11 4 (6.45%) SDLC
11 4 (6.45%) Web Development
11 4 (6.45%) Workflow
Programming Languages
1 42 (67.74%) Java
2 31 (50.00%) Ruby
3 30 (48.39%) C++
4 29 (46.77%) PHP
5 24 (38.71%) C#
6 14 (22.58%) Perl
7 13 (20.97%) JavaScript
8 11 (17.74%) Bash Shell
9 8 (12.90%) R
10 7 (11.29%) SQL
11 3 (4.84%) C
11 3 (4.84%) Go
12 2 (3.23%) PowerShell
13 1 (1.61%) Embedded C
13 1 (1.61%) MATLAB
Qualifications
1 1 (1.61%) PMI Certification
Quality Assurance & Compliance
1 4 (6.45%) Disclosure Scotland
2 3 (4.84%) QA
3 1 (1.61%) ISO 26262
3 1 (1.61%) MISRA
System Software
1 14 (22.58%) Docker
2 10 (16.13%) VMware Infrastructure
3 2 (3.23%) Hyper-V
3 2 (3.23%) KVM
Systems Management
1 22 (35.48%) Puppet
2 7 (11.29%) Opscode Chef
3 5 (8.06%) Ansible
4 4 (6.45%) rkt
5 2 (3.23%) HAProxy
6 1 (1.61%) Kibana
6 1 (1.61%) logstash
6 1 (1.61%) Terraform
Vendors
1 10 (16.13%) EMC
1 10 (16.13%) HP
1 10 (16.13%) NetApp
1 10 (16.13%) VMware
2 2 (3.23%) Microsoft
2 2 (3.23%) Oracle
2 2 (3.23%) Red Hat
3 1 (1.61%) Google
3 1 (1.61%) IBM
3 1 (1.61%) Zend