The table below looks at the statistics for Python skills in IT jobs advertised for the York region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Python
Rank 44 47 48
Rank change year-on-year
+3 +1
Permanent jobs citing Python 18 17 19
As % of all permanent IT jobs located in York 5.01% 4.89% 3.87%
As % of the Programming Languages category 6.79% 7.39% 6.86%
Number of salaries quoted 13 17 6
Median salary £35,000 £26,500 £42,500
Median salary % change year-on-year
+32.07% -37.64%
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%
Python
North Yorkshire

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the York region.

Programming Languages Category
York
Permanent IT job ads with a match in the
Programming Languages category
265 230 277
As % of all permanent IT jobs located in York 73.82% 66.09% 56.42%
Number of salaries quoted 226 206 186
Median salary £41,500 £35,000 £35,000
Median salary % change year-on-year
+18.57% -
90% offered a salary of more than £30,000 £26,500 £21,500
10% offered a salary of more than £50,000 £45,000 £47,500
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

Python
Jobs Demand Trend in York

The demand trend of job ads across the York region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in York

Python
Salary Trend in York

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python across the York region.

Python Salary Trend in York

Python
Salary Histogram in York

This chart provides a salary histogram for IT jobs citing Python across the York region over the 3 months to 30 June 2016.

Python Salary Histogram in York

Python
Top 30 Related IT Skills in York

For the 6 months to 30 June 2016, 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 23 (82.14%) Linux
2 21 (75.00%) Agile Software Development
2 21 (75.00%) Amazon AWS
2 21 (75.00%) Opscode Chef
3 20 (71.43%) Java
3 20 (71.43%) MySQL
4 19 (67.86%) DevOps
4 19 (67.86%) Puppet
5 17 (60.71%) Bash Shell
5 17 (60.71%) Apache
5 17 (60.71%) Tomcat
5 17 (60.71%) LAMP
6 15 (53.57%) Nagios
6 15 (53.57%) Retail
6 15 (53.57%) Windows
6 15 (53.57%) Amazon Redshift
6 15 (53.57%) Amazon ElastiCache
6 15 (53.57%) Amazon Glacier
6 15 (53.57%) Amazon CloudWatch
6 15 (53.57%) AWS Lambda
6 15 (53.57%) Confluence
6 15 (53.57%) CloudFront
6 15 (53.57%) Redis
6 15 (53.57%) Jenkins
6 15 (53.57%) Amazon DynamoDB
6 15 (53.57%) Amazon EC2
6 15 (53.57%) Amazon S3
6 15 (53.57%) JIRA
6 15 (53.57%) ZABBIX
6 15 (53.57%) Atlassian Bamboo

Python
Top Related 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 17 (60.71%) Apache
1 17 (60.71%) Tomcat
2 15 (53.57%) Confluence
3 3 (10.71%) ColdFusion
4 2 (7.14%) Elasticsearch
4 2 (7.14%) IIS
4 2 (7.14%) Jetty
4 2 (7.14%) nginx
4 2 (7.14%) WebLogic
Cloud Services
1 21 (75.00%) Amazon AWS
2 15 (53.57%) Amazon CloudWatch
2 15 (53.57%) Amazon EC2
2 15 (53.57%) Amazon ElastiCache
2 15 (53.57%) Amazon Glacier
2 15 (53.57%) Amazon S3
2 15 (53.57%) AWS Lambda
2 15 (53.57%) CloudFront
3 4 (14.29%) AWS CloudFormation
4 2 (7.14%) Amazon Kinesis
4 2 (7.14%) Microsoft Azure
4 2 (7.14%) Route 53
4 2 (7.14%) Virtual Private Cloud
Communications & Networking
1 6 (21.43%) TCP/IP
2 2 (7.14%) Firewall
2 2 (7.14%) HTTP
2 2 (7.14%) Internet
2 2 (7.14%) VPN
Database & Business Intelligence
1 20 (71.43%) MySQL
2 15 (53.57%) Amazon DynamoDB
2 15 (53.57%) Amazon Redshift
2 15 (53.57%) Redis
3 13 (46.43%) Amazon RDS
4 7 (25.00%) Relational Database
4 7 (25.00%) SQL Server
5 3 (10.71%) SQLite
6 2 (7.14%) RDBMS
Development Applications
1 15 (53.57%) Atlassian Bamboo
1 15 (53.57%) Jenkins
1 15 (53.57%) JIRA
2 2 (7.14%) AppScan
2 2 (7.14%) Artifactory
2 2 (7.14%) Git (software)
2 2 (7.14%) Metasploit
2 2 (7.14%) Subversion
General
1 15 (53.57%) Retail
2 2 (7.14%) Finance
Job Titles
1 17 (60.71%) DevOps Engineer
2 14 (50.00%) AWS DevOps
3 13 (46.43%) Cloud Engineer
4 12 (42.86%) AWS Engineer
5 7 (25.00%) Junior
5 7 (25.00%) Junior DevOps
6 4 (14.29%) Unix Engineer
7 3 (10.71%) Development Engineer
7 3 (10.71%) Linux Engineer
7 3 (10.71%) Senior Unix Engineer
7 3 (10.71%) Systems Engineer
7 3 (10.71%) Unix Linux Engineer
8 2 (7.14%) Applications Consultant
8 2 (7.14%) Consultant
8 2 (7.14%) IT Consultant
8 2 (7.14%) IT Security Consultant
8 2 (7.14%) Security Advisor
8 2 (7.14%) Security Consultant
8 2 (7.14%) Senior Linux Engineer
Libraries, Frameworks & Software Standards
1 17 (60.71%) LAMP
2 13 (46.43%) Web Services
3 3 (10.71%) AngularJS
3 3 (10.71%) CakePHP
3 3 (10.71%) CSS
3 3 (10.71%) Ember.js
3 3 (10.71%) HTML
3 3 (10.71%) jQuery
3 3 (10.71%) JSON
3 3 (10.71%) Laravel
3 3 (10.71%) Twitter Bootstrap
3 3 (10.71%) XHTML
3 3 (10.71%) XML
4 2 (7.14%) ELK Stack
4 2 (7.14%) Grok
4 2 (7.14%) LEMP Stack
4 2 (7.14%) Lucene
4 2 (7.14%) Memcached
4 2 (7.14%) Middleware
Miscellaneous
1 2 (7.14%) Analytical Skills
1 2 (7.14%) Cryptography
1 2 (7.14%) Digital Media
1 2 (7.14%) Management Information System
Operating Systems
1 23 (82.14%) Linux
2 15 (53.57%) Windows
3 13 (46.43%) Windows Server
4 4 (14.29%) Unix
5 1 (3.57%) Debian
Processes & Methodologies
1 21 (75.00%) Agile Software Development
2 19 (67.86%) DevOps
3 6 (21.43%) Continuous Integration
4 4 (14.29%) Configuration Management
4 4 (14.29%) Load Balancing
4 4 (14.29%) Open Source
4 4 (14.29%) Scrum
5 3 (10.71%) OO
5 3 (10.71%) OOP
6 2 (7.14%) Auto-Scaling
6 2 (7.14%) Information Security
6 2 (7.14%) ITIL
6 2 (7.14%) Mentoring
6 2 (7.14%) Penetration Testing
6 2 (7.14%) Problem Management
6 2 (7.14%) Project Management
6 2 (7.14%) Risk Management
6 2 (7.14%) Security Testing
6 2 (7.14%) Time Management
6 2 (7.14%) Vulnerability Scanning
Programming Languages
1 20 (71.43%) Java
2 17 (60.71%) Bash Shell
3 8 (28.57%) Ruby
4 6 (21.43%) Perl
5 5 (17.86%) C#
6 3 (10.71%) JavaScript
6 3 (10.71%) Objective-C
6 3 (10.71%) PHP
6 3 (10.71%) SQL
7 2 (7.14%) C
7 2 (7.14%) C++
7 2 (7.14%) PowerShell
Qualifications
1 2 (7.14%) CISSP
System Software
1 2 (7.14%) Corosync
1 2 (7.14%) Varnish
1 2 (7.14%) VMware Infrastructure
Systems Management
1 21 (75.00%) Opscode Chef
2 19 (67.86%) Puppet
3 15 (53.57%) Nagios
3 15 (53.57%) ZABBIX
4 4 (14.29%) Ansible
5 2 (7.14%) Kibana
5 2 (7.14%) logstash
5 2 (7.14%) Nessus
5 2 (7.14%) Rundeck
Vendors
1 3 (10.71%) Oracle
2 2 (7.14%) EMC
2 2 (7.14%) HP
2 2 (7.14%) IBM
2 2 (7.14%) NetApp
2 2 (7.14%) Percona
2 2 (7.14%) Veracode
2 2 (7.14%) VMware
3 1 (3.57%) Red Hat