Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucester 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Python
Gloucestershire > Gloucester
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 31 17 24
Rank change year-on-year -14 +7 +12
Permanent jobs citing Python 18 73 50
As % of all permanent IT jobs advertised in Gloucester 5.68% 11.61% 8.99%
As % of the Programming Languages category 10.34% 26.26% 15.24%
Number of salaries quoted 18 87 45
Gloucester median annual salary £52,500 £45,000 £40,000
Median salary % change year-on-year +16.67% +12.50% +6.67%
10th Percentile £40,500 £31,500 £31,250
90th Percentile £80,125 £60,000 £59,500
Gloucestershire median annual salary £45,000 £45,000 £45,000

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 Gloucester with a requirement for coding skills.

All Programming Languages
Gloucester
Permanent vacancies with a requirement for coding skills 174 278 328
As % of all permanent IT jobs advertised in Gloucester 54.89% 44.20% 58.99%
Number of salaries quoted 147 259 288
Gloucester median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £30,250 £29,000 £26,250
90th Percentile £62,500 £57,500 £57,875
Gloucestershire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +6.67%

Python
Job Vacancy Trend in Gloucester

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

Job vacancy trend for Python in Gloucester

Python
Salary Trend in Gloucester

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

Salary trend for Python in Gloucester

Python
Salary Histogram in Gloucester

The salary distribution of IT jobs citing Python in Gloucester over the 6 months to 23 November 2017.

Salary histogram for Python in Gloucester

For the 6 months to 23 November 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 Gloucester region with a requirement for Python.

1 12 (66.67%) Java
2 9 (50.00%) Linux
3 8 (44.44%) C++
3 8 (44.44%) Agile Software Development
3 8 (44.44%) Ruby
4 7 (38.89%) HTML
4 7 (38.89%) DV Cleared
4 7 (38.89%) Security Cleared
4 7 (38.89%) DevOps
5 6 (33.33%) Big Data
5 6 (33.33%) C#
5 6 (33.33%) JavaScript
5 6 (33.33%) Perl
5 6 (33.33%) PHP
5 6 (33.33%) CSS
5 6 (33.33%) Unix
6 5 (27.78%) Software Engineering
6 5 (27.78%) Finance
6 5 (27.78%) Hadoop
7 4 (22.22%) HTML5
7 4 (22.22%) Continuous Integration
7 4 (22.22%) Java EE
7 4 (22.22%) Apache Hive
7 4 (22.22%) Cybersecurity
7 4 (22.22%) Apache Spark
7 4 (22.22%) Electronics
7 4 (22.22%) TDD
7 4 (22.22%) OO
8 3 (16.67%) Business Intelligence
8 3 (16.67%) SAP

Python
Co-occurring IT Skills in Gloucester 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 4 (22.22%) Apache Spark
2 3 (16.67%) Elasticsearch
3 2 (11.11%) Apache
4 1 (5.56%) OpenStack
Applications
1 1 (5.56%) GNU Octave
Cloud Services
1 3 (16.67%) Amazon AWS
2 1 (5.56%) OpenShift
2 1 (5.56%) SaaS
2 1 (5.56%) Serverless
Communications & Networking
1 2 (11.11%) Internet
1 2 (11.11%) Network Security
2 1 (5.56%) Bluetooth
2 1 (5.56%) Wireless
2 1 (5.56%) ZigBee
Database & Business Intelligence
1 6 (33.33%) Big Data
2 5 (27.78%) Hadoop
3 4 (22.22%) Apache Hive
4 2 (11.11%) MySQL
5 1 (5.56%) MongoDB
5 1 (5.56%) NoSQL
5 1 (5.56%) SQL Server
5 1 (5.56%) SQL Server 2014
Development Applications
1 2 (11.11%) Jenkins
2 1 (5.56%) Cucumber
2 1 (5.56%) JMeter
2 1 (5.56%) LoadRunner
2 1 (5.56%) Selenium
2 1 (5.56%) Team Foundation Server
General
1 5 (27.78%) Finance
2 4 (22.22%) Electronics
3 3 (16.67%) Manufacturing
3 3 (16.67%) Marketing
3 3 (16.67%) Telecoms
Job Titles
1 11 (61.11%) Developer
2 8 (44.44%) Java Developer
3 5 (27.78%) Developer/Software Engineer
3 5 (27.78%) Software Developer
3 5 (27.78%) Software Engineer
4 4 (22.22%) DevOps Engineer
4 4 (22.22%) DV Cleared Software Engineer
4 4 (22.22%) Java Engineer
4 4 (22.22%) Java Software Developer
4 4 (22.22%) Java Software Engineer
4 4 (22.22%) Python Developer
4 4 (22.22%) Senior DevOps
4 4 (22.22%) Senior DevOps Engineer
5 3 (16.67%) DV Cleared Java Developer
6 2 (11.11%) AWS DevOps
6 2 (11.11%) AWS DevOps Engineer
6 2 (11.11%) AWS Engineer
6 2 (11.11%) Senior Developer
6 2 (11.11%) Senior Web Engineer
6 2 (11.11%) Web Engineer
Libraries, Frameworks & Software Standards
1 7 (38.89%) HTML
2 6 (33.33%) CSS
3 4 (22.22%) HTML5
3 4 (22.22%) Java EE
4 3 (16.67%) AngularJS
4 3 (16.67%) CSS3
4 3 (16.67%) Spring
5 2 (11.11%) .NET
5 2 (11.11%) Apache Camel
5 2 (11.11%) Hibernate
5 2 (11.11%) jQuery
5 2 (11.11%) LAMP
6 1 (5.56%) Django
6 1 (5.56%) JSON
6 1 (5.56%) Node.js
6 1 (5.56%) PhoneGap
6 1 (5.56%) RESTful
6 1 (5.56%) Twitter Bootstrap
6 1 (5.56%) WCF
6 1 (5.56%) Web Services
Miscellaneous
1 2 (11.11%) PKI
2 1 (5.56%) Analytical Skills
2 1 (5.56%) Computer Science
Operating Systems
1 9 (50.00%) Linux
2 6 (33.33%) Unix
3 2 (11.11%) CentOS
3 2 (11.11%) Ubuntu
4 1 (5.56%) Android
4 1 (5.56%) Embedded Linux
Processes & Methodologies
1 8 (44.44%) Agile Software Development
2 7 (38.89%) DevOps
3 5 (27.78%) Software Engineering
4 4 (22.22%) Continuous Integration
4 4 (22.22%) Cybersecurity
4 4 (22.22%) OO
4 4 (22.22%) TDD
5 3 (16.67%) Business Intelligence
5 3 (16.67%) Digital Marketing
5 3 (16.67%) Programme Management
5 3 (16.67%) Unit Testing
6 2 (11.11%) Analytics
6 2 (11.11%) Big Data Analytics
6 2 (11.11%) Data Analytics
6 2 (11.11%) Project Management
6 2 (11.11%) Scrum
6 2 (11.11%) Test Automation
7 1 (5.56%) Continuous Improvement
7 1 (5.56%) Statistical Modelling
7 1 (5.56%) Test Strategy
Programming Languages
1 12 (66.67%) Java
2 8 (44.44%) C++
2 8 (44.44%) Ruby
3 6 (33.33%) C#
3 6 (33.33%) JavaScript
3 6 (33.33%) Perl
3 6 (33.33%) PHP
4 2 (11.11%) C
5 1 (5.56%) Embedded C
5 1 (5.56%) Fortran
5 1 (5.56%) MATLAB
5 1 (5.56%) SQL
Qualifications
1 7 (38.89%) DV Cleared
1 7 (38.89%) Security Cleared
2 1 (5.56%) ISEB
2 1 (5.56%) ISTQB
Quality Assurance & Compliance
1 1 (5.56%) MISRA
1 1 (5.56%) QA
System Software
1 1 (5.56%) Docker
Systems Management
1 2 (11.11%) Graphite
1 2 (11.11%) Nagios
1 2 (11.11%) Opscode Chef
1 2 (11.11%) Puppet
2 1 (5.56%) HP Quality Center
2 1 (5.56%) Kubernetes
Vendors
1 3 (16.67%) SAP
2 2 (11.11%) Oracle
2 2 (11.11%) Red Hat
3 1 (5.56%) EMC
3 1 (5.56%) HP
3 1 (5.56%) Microsoft