Period
to 22 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Bath 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 February 2018 with a comparison to the same period in the previous 2 years.

Python
Somerset > Bath
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 45 32 47
Rank change year-on-year -13 +15 -15
Permanent jobs citing Python 38 44 25
As % of all permanent IT jobs advertised in Bath 5.56% 7.65% 4.61%
As % of the Programming Languages category 8.56% 11.52% 7.12%
Number of salaries quoted 33 46 25
Bath median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £32,750 £32,500 £27,250
90th Percentile £57,250 £60,000 £56,250
Somerset median annual salary £49,500 £45,000 £42,500
% change year-on-year +10.00% +5.88% +6.25%

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 Bath with a requirement for coding skills.

All Programming Languages
Bath
Permanent vacancies with a requirement for coding skills 444 382 351
As % of all permanent IT jobs advertised in Bath 64.91% 66.43% 64.76%
Number of salaries quoted 421 338 314
Bath median annual salary £42,500 £40,000 £38,250
Median salary % change year-on-year +6.25% +4.58% +9.29%
10th Percentile £27,500 £26,250 £28,750
90th Percentile £60,000 £60,000 £53,750
Somerset median annual salary £41,000 £40,000 £37,500
% change year-on-year +2.50% +6.67% +7.14%

Python
Job Vacancy Trend in Bath

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

Job vacancy trend for Python in Bath

Python
Salary Trend in Bath

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

Salary trend for Python in Bath

Python
Salary Histogram in Bath

The salary distribution of IT jobs citing Python in Bath over the 6 months to 22 February 2018.

Salary histogram for Python in Bath

For the 6 months to 22 February 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bath region with a requirement for Python.

1 17 (44.74%) Linux
2 13 (34.21%) JavaScript
2 13 (34.21%) Agile Software Development
2 13 (34.21%) Analytics
3 12 (31.58%) Git (software)
4 10 (26.32%) DevOps
5 9 (23.68%) Ansible
5 9 (23.68%) Microservices
5 9 (23.68%) Digital Analytics
5 9 (23.68%) Test Automation
5 9 (23.68%) Django
6 8 (21.05%) Docker
6 8 (21.05%) GitLab
7 7 (18.42%) Kubernetes
7 7 (18.42%) High Availability
7 7 (18.42%) TDD
7 7 (18.42%) SQL
7 7 (18.42%) C#
7 7 (18.42%) Web Services
7 7 (18.42%) Java
8 6 (15.79%) PostgreSQL
8 6 (15.79%) HTTP
8 6 (15.79%) Cucumber
8 6 (15.79%) BDD
8 6 (15.79%) Jenkins
8 6 (15.79%) Exploratory Testing
9 5 (13.16%) Continuous Deployment
9 5 (13.16%) AngularJS
9 5 (13.16%) Puppet
9 5 (13.16%) Selenium

Python
Co-occurring IT Skills in Bath 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 3 (7.89%) Elasticsearch
1 3 (7.89%) nginx
2 1 (2.63%) Apache
2 1 (2.63%) Confluence
2 1 (2.63%) Gunicorn
2 1 (2.63%) JBoss
2 1 (2.63%) OpenStack
2 1 (2.63%) Tomcat
Applications
1 1 (2.63%) HipChat
Cloud Services
1 4 (10.53%) Amazon AWS
2 2 (5.26%) Microsoft Azure
2 2 (5.26%) SaaS
3 1 (2.63%) Amazon EC2
3 1 (2.63%) GitHub
3 1 (2.63%) IaaS
3 1 (2.63%) PaaS
Communications & Networking
1 6 (15.79%) HTTP
2 1 (2.63%) 3G
2 1 (2.63%) 4G
2 1 (2.63%) Bluetooth
2 1 (2.63%) Cisco ASA
2 1 (2.63%) Ethernet
2 1 (2.63%) ICMP
2 1 (2.63%) Intrusion Detection
2 1 (2.63%) IPv4
2 1 (2.63%) IPv6
2 1 (2.63%) TCP/IP
2 1 (2.63%) Wi-Fi
2 1 (2.63%) Wireless
Database & Business Intelligence
1 6 (15.79%) PostgreSQL
2 5 (13.16%) MySQL
3 4 (10.53%) Relational Database
4 3 (7.89%) RDBMS
4 3 (7.89%) Redis
4 3 (7.89%) SQL Server
4 3 (7.89%) SQL Server Integration Services
4 3 (7.89%) SSDT
5 2 (5.26%) Big Data
5 2 (5.26%) MongoDB
6 1 (2.63%) Amazon RDS
6 1 (2.63%) Apache Cassandra
6 1 (2.63%) CouchDB
6 1 (2.63%) Flink
6 1 (2.63%) GIS
6 1 (2.63%) Hadoop
6 1 (2.63%) Infinispan
6 1 (2.63%) NoSQL
6 1 (2.63%) Riak
Development Applications
1 12 (31.58%) Git (software)
2 8 (21.05%) GitLab
3 6 (15.79%) Cucumber
3 6 (15.79%) Jenkins
4 5 (13.16%) Selenium
5 3 (7.89%) Team Foundation Server
5 3 (7.89%) Visual Studio
6 1 (2.63%) Bitbucket
6 1 (2.63%) JIRA
6 1 (2.63%) JUnit
6 1 (2.63%) Moq
6 1 (2.63%) NUnit
6 1 (2.63%) Travis CI
6 1 (2.63%) Vagrant
General
1 3 (7.89%) Marketing
2 1 (2.63%) Games
Job Titles
1 16 (42.11%) Developer
2 9 (23.68%) Python Developer
3 7 (18.42%) DevOps Engineer
4 5 (13.16%) Senior Developer
5 4 (10.53%) DevOps Specialist
5 4 (10.53%) Test Engineer
5 4 (10.53%) Tester
6 3 (7.89%) Linux Engineer
7 2 (5.26%) Automation Tester
7 2 (5.26%) Full Stack Developer
7 2 (5.26%) Linux DevOps Engineer
7 2 (5.26%) Linux/Unix DevOps
7 2 (5.26%) Node.js Developer
7 2 (5.26%) Senior Full Stack Developer
7 2 (5.26%) Senior Software Tester
7 2 (5.26%) Senior Test Engineer
7 2 (5.26%) Senior Tester
7 2 (5.26%) Software Test Engineer
7 2 (5.26%) Software Tester
8 1 (2.63%) Linux Systems Engineer
Libraries, Frameworks & Software Standards
1 9 (23.68%) Django
2 7 (18.42%) Web Services
3 5 (13.16%) AngularJS
4 4 (10.53%) .NET
4 4 (10.53%) jQuery
4 4 (10.53%) REST
5 3 (7.89%) CSS
5 3 (7.89%) HTML
5 3 (7.89%) Node.js
6 2 (5.26%) LEMP Stack
6 2 (5.26%) React
6 2 (5.26%) Sass
6 2 (5.26%) Spring
7 1 (2.63%) .NET Framework
7 1 (2.63%) ActiveMQ
7 1 (2.63%) Hibernate
7 1 (2.63%) J2EE
7 1 (2.63%) LAMP
7 1 (2.63%) WCF
7 1 (2.63%) WPF
Miscellaneous
1 4 (10.53%) User Experience
2 3 (7.89%) Greenfield Project
3 1 (2.63%) Embedded Systems
3 1 (2.63%) Raspberry Pi
Operating Systems
1 17 (44.74%) Linux
2 4 (10.53%) Windows
3 1 (2.63%) Android
3 1 (2.63%) Apple iOS
3 1 (2.63%) Debian
3 1 (2.63%) Embedded Linux
3 1 (2.63%) FreeRTOS
3 1 (2.63%) Red Hat Enterprise Linux
3 1 (2.63%) Ubuntu
3 1 (2.63%) Unix
Processes & Methodologies
1 13 (34.21%) Agile Software Development
1 13 (34.21%) Analytics
2 10 (26.32%) DevOps
3 9 (23.68%) Digital Analytics
3 9 (23.68%) Microservices
3 9 (23.68%) Test Automation
4 7 (18.42%) High Availability
4 7 (18.42%) TDD
5 6 (15.79%) BDD
5 6 (15.79%) Exploratory Testing
6 5 (13.16%) Continuous Deployment
7 4 (10.53%) Continuous Integration
7 4 (10.53%) Data Modelling
7 4 (10.53%) ETL
7 4 (10.53%) Regression Testing
7 4 (10.53%) Scenario Testing
7 4 (10.53%) Scrum
7 4 (10.53%) Unit Testing
8 3 (7.89%) OOD
8 3 (7.89%) SOA
Programming Languages
1 13 (34.21%) JavaScript
2 7 (18.42%) C#
2 7 (18.42%) Java
2 7 (18.42%) SQL
3 5 (13.16%) Groovy
4 4 (10.53%) Bash Shell
4 4 (10.53%) Perl
4 4 (10.53%) PowerShell
5 3 (7.89%) R
5 3 (7.89%) VB
6 2 (5.26%) Ruby
6 2 (5.26%) TypeScript
7 1 (2.63%) C
7 1 (2.63%) C++
7 1 (2.63%) Dart
7 1 (2.63%) Embedded C
7 1 (2.63%) Go
7 1 (2.63%) PHP
Qualifications
1 1 (2.63%) CCNA
1 1 (2.63%) Cisco Certification
1 1 (2.63%) RHCE
1 1 (2.63%) RHCSA
Quality Assurance & Compliance
1 1 (2.63%) PCI DSS
System Software
1 8 (21.05%) Docker
2 2 (5.26%) KVM
3 1 (2.63%) Apache ZooKeeper
3 1 (2.63%) Corosync
3 1 (2.63%) Gluster
3 1 (2.63%) HDFS
3 1 (2.63%) iptables
3 1 (2.63%) Virtual Machines
3 1 (2.63%) VMware Infrastructure
3 1 (2.63%) Xen
Systems Management
1 9 (23.68%) Ansible
2 7 (18.42%) Kubernetes
3 5 (13.16%) Puppet
4 3 (7.89%) Opscode Chef
5 1 (2.63%) Check_MK
5 1 (2.63%) Ganeti
5 1 (2.63%) Grafana
5 1 (2.63%) Graylog
5 1 (2.63%) Host Intrusion Detection System
5 1 (2.63%) Kibana
5 1 (2.63%) Marathon
5 1 (2.63%) Mesos
5 1 (2.63%) Nagios
5 1 (2.63%) Pacemaker
5 1 (2.63%) Packer
5 1 (2.63%) Pingdom
5 1 (2.63%) Terraform
Vendors
1 3 (7.89%) Google
2 1 (2.63%) Atlassian
2 1 (2.63%) Capita
2 1 (2.63%) Cisco
2 1 (2.63%) Infobright
2 1 (2.63%) New Relic
2 1 (2.63%) PagerDuty
2 1 (2.63%) Qualys
2 1 (2.63%) Splunk
2 1 (2.63%) VMware