The table below looks at the statistics for Python skills in IT jobs advertised for the North Yorkshire 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 62 67 74
Rank change year-on-year
+5 +7
Permanent jobs citing Python 22 33 22
As % of all permanent IT jobs located in North Yorkshire 2.90% 3.29% 2.08%
As % of the Programming Languages category 4.99% 5.89% 3.77%
Number of salaries quoted 17 33 8
Median salary £35,000 £37,500 £42,500
Median salary % change year-on-year
-6.66% -11.76%
90% offered a salary of more than £31,000 £26,500 £38,500
10% offered a salary of more than £50,000 £45,000 £50,100
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%
Python
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 North Yorkshire region.

Programming Languages Category
North Yorkshire
Permanent IT job ads with a match in the
Programming Languages category
441 560 584
As % of all permanent IT jobs located in North Yorkshire 58.18% 55.78% 55.20%
Number of salaries quoted 376 525 447
Median salary £40,000 £37,500 £36,500
Median salary % change year-on-year
+6.66% +2.73%
90% offered a salary of more than £27,500 £26,500 £24,000
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 North Yorkshire

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

Python Jobs Demand Trend 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 across the North Yorkshire region.

Python Salary Trend in North Yorkshire

Python
Salary Histogram in North Yorkshire

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

Python Salary Histogram 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 3 months to 30 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
York +3 18 £35,000 +32.07%
Python
Yorkshire

Python
Top 30 Related IT Skills in North Yorkshire

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 North Yorkshire region with a requirement for Python.

1 61 (87.14%) Linux
2 43 (61.43%) XML
3 41 (58.57%) PHP
3 41 (58.57%) SQL
3 41 (58.57%) JSON
4 33 (47.14%) Web Services
5 24 (34.29%) RESTful
6 23 (32.86%) JavaScript
7 22 (31.43%) Java
8 21 (30.00%) Agile Software Development
8 21 (30.00%) jQuery
8 21 (30.00%) Amazon AWS
8 21 (30.00%) AngularJS
8 21 (30.00%) Laravel
8 21 (30.00%) Opscode Chef
9 20 (28.57%) MySQL
10 19 (27.14%) Puppet
10 19 (27.14%) Bash Shell
10 19 (27.14%) DevOps
11 18 (25.71%) React
11 18 (25.71%) CMS
11 18 (25.71%) Zend
11 18 (25.71%) PHP 5
12 17 (24.29%) JIRA
12 17 (24.29%) LAMP
12 17 (24.29%) Apache
12 17 (24.29%) Tomcat
12 17 (24.29%) Jenkins
13 16 (22.86%) C++
14 15 (21.43%) Retail

Python
Top Related 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 18 (25.71%) CMS
2 17 (24.29%) Apache
2 17 (24.29%) Tomcat
3 15 (21.43%) Confluence
4 3 (4.29%) ColdFusion
5 2 (2.86%) Elasticsearch
5 2 (2.86%) IIS
5 2 (2.86%) Jetty
5 2 (2.86%) nginx
5 2 (2.86%) WebLogic
Applications
1 2 (2.86%) Stata
Cloud Services
1 21 (30.00%) Amazon AWS
2 15 (21.43%) Amazon CloudWatch
2 15 (21.43%) Amazon EC2
2 15 (21.43%) Amazon ElastiCache
2 15 (21.43%) Amazon Glacier
2 15 (21.43%) Amazon S3
2 15 (21.43%) AWS Lambda
2 15 (21.43%) CloudFront
3 4 (5.71%) AWS CloudFormation
4 2 (2.86%) Amazon Kinesis
4 2 (2.86%) Microsoft Azure
4 2 (2.86%) Route 53
4 2 (2.86%) Virtual Private Cloud
Communications & Networking
1 12 (17.14%) TCP/IP
2 2 (2.86%) Firewall
2 2 (2.86%) HTTP
2 2 (2.86%) Internet
2 2 (2.86%) VPN
Database & Business Intelligence
1 20 (28.57%) MySQL
2 15 (21.43%) Amazon DynamoDB
2 15 (21.43%) Amazon Redshift
2 15 (21.43%) Redis
3 13 (18.57%) Amazon RDS
4 7 (10.00%) Relational Database
4 7 (10.00%) SQL Server
5 3 (4.29%) SQLite
6 2 (2.86%) RDBMS
Development Applications
1 17 (24.29%) Jenkins
1 17 (24.29%) JIRA
2 15 (21.43%) Atlassian Bamboo
3 2 (2.86%) AppScan
3 2 (2.86%) Artifactory
3 2 (2.86%) Cucumber
3 2 (2.86%) Git (software)
3 2 (2.86%) Hudson
3 2 (2.86%) Metasploit
3 2 (2.86%) Selenium
3 2 (2.86%) Subversion
3 2 (2.86%) WebDriver
General
1 15 (21.43%) Retail
2 4 (5.71%) Finance
Job Titles
1 38 (54.29%) Developer
2 28 (40.00%) Python Developer
3 24 (34.29%) PHP Developer
4 17 (24.29%) DevOps Engineer
5 14 (20.00%) AWS DevOps
5 14 (20.00%) Linux Developer
5 14 (20.00%) SQL Developer
6 13 (18.57%) Cloud Engineer
7 12 (17.14%) AWS Engineer
8 9 (12.86%) Junior
9 8 (11.43%) Senior Developer
9 8 (11.43%) Senior PHP Developer
9 8 (11.43%) Senior Python Developer
9 8 (11.43%) Senior SQL Developer
10 7 (10.00%) Junior DevOps
11 6 (8.57%) XML Developer
12 4 (5.71%) Unix Engineer
13 3 (4.29%) Linux Engineer
13 3 (4.29%) Senior Unix Engineer
13 3 (4.29%) Systems Engineer
Libraries, Frameworks & Software Standards
1 43 (61.43%) XML
2 41 (58.57%) JSON
3 33 (47.14%) Web Services
4 24 (34.29%) RESTful
5 21 (30.00%) AngularJS
5 21 (30.00%) jQuery
5 21 (30.00%) Laravel
6 18 (25.71%) React
7 17 (24.29%) LAMP
8 5 (7.14%) HTML
9 3 (4.29%) CakePHP
9 3 (4.29%) CSS
9 3 (4.29%) Ember.js
9 3 (4.29%) Twitter Bootstrap
9 3 (4.29%) XHTML
10 2 (2.86%) ELK Stack
10 2 (2.86%) Grok
10 2 (2.86%) LEMP Stack
10 2 (2.86%) Lucene
10 2 (2.86%) Memcached
Miscellaneous
1 10 (14.29%) User Experience
2 2 (2.86%) Analytical Skills
2 2 (2.86%) Cryptography
2 2 (2.86%) Digital Media
2 2 (2.86%) Management Information System
2 2 (2.86%) Mathematics
2 2 (2.86%) Statistics
Operating Systems
1 61 (87.14%) Linux
2 15 (21.43%) Windows
3 13 (18.57%) Windows Server
4 6 (8.57%) Unix
5 1 (1.43%) Debian
Processes & Methodologies
1 21 (30.00%) Agile Software Development
2 19 (27.14%) DevOps
3 10 (14.29%) Web Development
4 6 (8.57%) Continuous Integration
4 6 (8.57%) Product Management
5 4 (5.71%) Configuration Management
5 4 (5.71%) ITIL
5 4 (5.71%) Load Balancing
5 4 (5.71%) Open Source
5 4 (5.71%) Scrum
6 3 (4.29%) OO
6 3 (4.29%) OOP
7 2 (2.86%) Information Security
7 2 (2.86%) Penetration Testing
7 2 (2.86%) Predictive Analytics
7 2 (2.86%) Problem Management
7 2 (2.86%) Project Management
7 2 (2.86%) Risk Management
7 2 (2.86%) Security Testing
7 2 (2.86%) Time Management
Programming Languages
1 41 (58.57%) PHP
1 41 (58.57%) SQL
2 23 (32.86%) JavaScript
3 22 (31.43%) Java
4 19 (27.14%) Bash Shell
5 18 (25.71%) PHP 5
6 16 (22.86%) C++
7 8 (11.43%) Ruby
8 6 (8.57%) Perl
9 5 (7.14%) C#
10 3 (4.29%) Objective-C
11 2 (2.86%) C
11 2 (2.86%) PowerShell
11 2 (2.86%) R
Qualifications
1 4 (5.71%) Degree
2 2 (2.86%) CISSP
Quality Assurance & Compliance
1 10 (14.29%) ISO/IEC 27001
System Software
1 2 (2.86%) Corosync
1 2 (2.86%) Varnish
1 2 (2.86%) VMware Infrastructure
Systems Management
1 21 (30.00%) Opscode Chef
2 19 (27.14%) Puppet
3 15 (21.43%) Nagios
3 15 (21.43%) ZABBIX
4 4 (5.71%) Ansible
5 2 (2.86%) Kibana
5 2 (2.86%) logstash
5 2 (2.86%) Nessus
5 2 (2.86%) Rundeck
Vendors
1 18 (25.71%) Zend
2 3 (4.29%) Oracle
3 2 (2.86%) EMC
3 2 (2.86%) HP
3 2 (2.86%) IBM
3 2 (2.86%) NetApp
3 2 (2.86%) Percona
3 2 (2.86%) Veracode
3 2 (2.86%) VMware
4 1 (1.43%) Red Hat