Period
to 15 December 2017

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 15 December 2017 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > North Yorkshire
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 35 93 100
Rank change year-on-year +58 +7 -4
Permanent jobs citing Python 68 25 27
As % of all permanent IT jobs advertised in North Yorkshire 5.43% 1.62% 1.56%
As % of the Programming Languages category 9.01% 3.18% 2.98%
Number of salaries quoted 47 21 23
North Yorkshire median annual salary £52,500 £35,000 £37,500
Median salary % change year-on-year +50.00% -6.67% -11.76%
10th Percentile £35,000 £28,000 £21,750
90th Percentile £61,250 £58,750 £38,750
Yorkshire median annual salary £50,000 £42,500 £42,500
% change year-on-year +17.65% - +2.41%

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 755 787 907
As % of all permanent IT jobs advertised in North Yorkshire 60.26% 50.94% 52.40%
Number of salaries quoted 605 655 834
North Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £26,750 £23,750 £26,250
90th Percentile £57,500 £51,250 £52,500
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.82%

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 15 December 2017.

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 15 December 2017. 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 +36 57 £52,500 +40.00% 2
Skipton +8 4 £40,000 +26.98%
Harrogate - 4 £55,000 - 1
Middlesbrough -6 1 £65,000 +85.71%
Python
Yorkshire

For the 6 months to 15 December 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 North Yorkshire region with a requirement for Python.

1 47 (69.12%) Java
2 41 (60.29%) Ruby
3 40 (58.82%) Amazon AWS
4 39 (57.35%) Agile Software Development
4 39 (57.35%) Linux
5 31 (45.59%) Docker
6 28 (41.18%) Puppet
7 26 (38.24%) Node.js
8 25 (36.76%) DevOps
9 23 (33.82%) Jenkins
9 23 (33.82%) Software Engineering
10 22 (32.35%) Atlassian Bamboo
10 22 (32.35%) PHP
10 22 (32.35%) C++
11 21 (30.88%) C#
12 20 (29.41%) Test Automation
13 19 (27.94%) Cucumber
13 19 (27.94%) Configuration Management
13 19 (27.94%) Analytics
14 18 (26.47%) Git (software)
15 17 (25.00%) Software Testing
15 17 (25.00%) TDD
15 17 (25.00%) Software Delivery
15 17 (25.00%) SDET
15 17 (25.00%) Greenfield Project
15 17 (25.00%) GitHub
15 17 (25.00%) Pyramid
16 15 (22.06%) Microsoft Azure
16 15 (22.06%) Bash Shell
17 14 (20.59%) VMware Infrastructure

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 13 (19.12%) Jetty
1 13 (19.12%) Tomcat
2 8 (11.76%) IIS
3 5 (7.35%) WebLogic
4 1 (1.47%) Apache Solr
4 1 (1.47%) Elasticsearch
4 1 (1.47%) OpenStack
Applications
1 1 (1.47%) Simulink
Cloud Services
1 40 (58.82%) Amazon AWS
2 17 (25.00%) GitHub
3 15 (22.06%) Microsoft Azure
4 13 (19.12%) IaaS
5 1 (1.47%) Amazon SQS
5 1 (1.47%) AWS CloudFormation
5 1 (1.47%) Bluemix
5 1 (1.47%) IBM Cloud
Communications & Networking
1 13 (19.12%) Internet
1 13 (19.12%) TCP/IP
2 2 (2.94%) Network Security
3 1 (1.47%) Firewall
3 1 (1.47%) SMS
Database & Business Intelligence
1 14 (20.59%) PostgreSQL
2 9 (13.24%) MySQL
2 9 (13.24%) SQL Server
3 5 (7.35%) GIS
4 3 (4.41%) Big Data
4 3 (4.41%) MongoDB
5 2 (2.94%) NoSQL
6 1 (1.47%) Apache Cassandra
Development Applications
1 23 (33.82%) Jenkins
2 22 (32.35%) Atlassian Bamboo
3 19 (27.94%) Cucumber
4 18 (26.47%) Git (software)
5 13 (19.12%) Bitbucket
5 13 (19.12%) GitLab
5 13 (19.12%) GoCD
6 1 (1.47%) Calabash
6 1 (1.47%) Capybara
6 1 (1.47%) JIRA
6 1 (1.47%) JMeter
6 1 (1.47%) Mercurial
6 1 (1.47%) RSpec
6 1 (1.47%) Selenium
6 1 (1.47%) TeamCity
General
1 1 (1.47%) Automotive
1 1 (1.47%) Electronics
1 1 (1.47%) French Language
1 1 (1.47%) German Language
1 1 (1.47%) Legal
1 1 (1.47%) Manufacturing
1 1 (1.47%) Marketing
1 1 (1.47%) Portuguese Language
1 1 (1.47%) Spanish Language
1 1 (1.47%) Swedish Language
Job Titles
1 30 (44.12%) Developer
2 23 (33.82%) DevOps Engineer
3 21 (30.88%) Linux Engineer
4 19 (27.94%) Developer in Test
5 16 (23.53%) Software Developer
6 14 (20.59%) Agile Developer
7 13 (19.12%) Java Engineer
8 9 (13.24%) Linux DevOps Engineer
8 9 (13.24%) Linux/Unix DevOps
9 8 (11.76%) Automation Engineer
9 8 (11.76%) Linux Support
9 8 (11.76%) Linux Support Engineer
9 8 (11.76%) Support Engineer
9 8 (11.76%) Systems Engineer
10 7 (10.29%) Linux Systems Engineer
11 6 (8.82%) Azure Engineer
11 6 (8.82%) Systems Support
11 6 (8.82%) Systems Support Engineer
12 5 (7.35%) Ruby Engineer
13 3 (4.41%) AWS Engineer
Libraries, Frameworks & Software Standards
1 26 (38.24%) Node.js
2 17 (25.00%) Pyramid
3 13 (19.12%) Middleware
4 7 (10.29%) Web Services
5 5 (7.35%) HTML
6 3 (4.41%) CSS
6 3 (4.41%) PostGIS
7 2 (2.94%) .NET
7 2 (2.94%) Django
7 2 (2.94%) NumPy
7 2 (2.94%) Pandas
7 2 (2.94%) React
8 1 (1.47%) Elastic Stack
Miscellaneous
1 17 (25.00%) Greenfield Project
2 14 (20.59%) Video\Live Streaming
3 6 (8.82%) NHS
4 2 (2.94%) Algorithms
5 1 (1.47%) Computer Science
5 1 (1.47%) Internet of Things
5 1 (1.47%) iPad
5 1 (1.47%) PMI
5 1 (1.47%) User Experience
Operating Systems
1 39 (57.35%) Linux
2 8 (11.76%) Windows
3 5 (7.35%) Unix
4 3 (4.41%) Debian
5 2 (2.94%) AIX
5 2 (2.94%) HPUX
5 2 (2.94%) Solaris
6 1 (1.47%) CentOS
6 1 (1.47%) Fedora
6 1 (1.47%) Red Hat Enterprise Linux
Processes & Methodologies
1 39 (57.35%) Agile Software Development
2 25 (36.76%) DevOps
3 23 (33.82%) Software Engineering
4 20 (29.41%) Test Automation
5 19 (27.94%) Analytics
5 19 (27.94%) Configuration Management
6 17 (25.00%) SDET
6 17 (25.00%) Software Delivery
6 17 (25.00%) Software Testing
6 17 (25.00%) TDD
7 14 (20.59%) Collaborative Working
8 13 (19.12%) Continuous Delivery
8 13 (19.12%) Load Balancing
9 7 (10.29%) High Availability
10 5 (7.35%) Mathematics
10 5 (7.35%) SDLC
11 4 (5.88%) Web Development
12 3 (4.41%) Scrum
13 2 (2.94%) Data Analysis
13 2 (2.94%) Image Processing
Programming Languages
1 47 (69.12%) Java
2 41 (60.29%) Ruby
3 22 (32.35%) C++
3 22 (32.35%) PHP
4 21 (30.88%) C#
5 15 (22.06%) Bash Shell
6 14 (20.59%) Perl
7 12 (17.65%) SQL
8 8 (11.76%) PowerShell
9 7 (10.29%) JavaScript
10 4 (5.88%) R
11 2 (2.94%) C
12 1 (1.47%) Embedded C
12 1 (1.47%) Go
12 1 (1.47%) MATLAB
Qualifications
1 1 (1.47%) PMI Certification
Quality Assurance & Compliance
1 3 (4.41%) QA
2 1 (1.47%) ISO 26262
2 1 (1.47%) MISRA
System Software
1 31 (45.59%) Docker
2 14 (20.59%) VMware Infrastructure
3 9 (13.24%) Hyper-V
3 9 (13.24%) KVM
4 1 (1.47%) Xen
Systems Management
1 28 (41.18%) Puppet
2 13 (19.12%) rkt
3 9 (13.24%) Opscode Chef
4 8 (11.76%) HAProxy
5 4 (5.88%) Ansible
6 1 (1.47%) Kibana
6 1 (1.47%) logstash
6 1 (1.47%) Terraform
Vendors
1 14 (20.59%) VMware
2 13 (19.12%) EMC
2 13 (19.12%) HP
2 13 (19.12%) NetApp
3 9 (13.24%) Oracle
4 3 (4.41%) Microsoft
4 3 (4.41%) Red Hat
5 1 (1.47%) Google
5 1 (1.47%) IBM
5 1 (1.47%) Zend