Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Python
Somerset > Bath
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 37 29 56
Rank change year-on-year -8 +27 -24
Permanent jobs citing Python 50 55 17
As % of all permanent IT jobs advertised in Bath 6.52% 8.93% 2.96%
As % of the Programming Languages category 10.55% 13.22% 4.51%
Number of salaries quoted 40 54 17
Bath median annual salary £47,500 £40,750 £40,000
Median salary % change year-on-year +16.56% +1.88% -
10th Percentile £32,125 £33,750 £25,000
90th Percentile £54,100 £60,000 £48,750
Somerset median annual salary £47,500 £41,500 £35,000
% change year-on-year +14.46% +18.57% -12.50%

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 474 416 377
As % of all permanent IT jobs advertised in Bath 61.80% 67.53% 65.57%
Number of salaries quoted 423 389 352
Bath median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £27,500 £25,500 £25,000
90th Percentile £59,750 £57,750 £52,500
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 23 November 2017.

Salary histogram for Python in Bath

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 Bath region with a requirement for Python.

1 23 (46.00%) JavaScript
2 22 (44.00%) Linux
3 20 (40.00%) Agile Software Development
4 15 (30.00%) DevOps
5 14 (28.00%) Analytics
6 13 (26.00%) Git (software)
7 12 (24.00%) Test Automation
7 12 (24.00%) Digital Analytics
8 11 (22.00%) Ansible
8 11 (22.00%) High Availability
8 11 (22.00%) Web Services
9 10 (20.00%) HTTP
9 10 (20.00%) Software Engineering
9 10 (20.00%) Bash Shell
9 10 (20.00%) Cucumber
10 9 (18.00%) Docker
10 9 (18.00%) User Experience
10 9 (18.00%) Continuous Deployment
10 9 (18.00%) Continuous Integration
11 8 (16.00%) PowerShell
11 8 (16.00%) Kubernetes
11 8 (16.00%) Microservices
11 8 (16.00%) GitLab
11 8 (16.00%) Puppet
11 8 (16.00%) Node.js
12 7 (14.00%) Selenium
13 6 (12.00%) Degree
13 6 (12.00%) Open Source
13 6 (12.00%) Manual Testing
13 6 (12.00%) Groovy

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 6 (12.00%) Apache
1 6 (12.00%) Elasticsearch
2 2 (4.00%) Confluence
3 1 (2.00%) JBoss
3 1 (2.00%) nginx
3 1 (2.00%) OpenStack
3 1 (2.00%) Tomcat
Applications
1 2 (4.00%) HipChat
Cloud Services
1 5 (10.00%) Amazon AWS
2 3 (6.00%) Microsoft Azure
3 2 (4.00%) SaaS
4 1 (2.00%) Amazon EC2
4 1 (2.00%) Cloud Computing
4 1 (2.00%) GitHub
4 1 (2.00%) IaaS
4 1 (2.00%) PaaS
Communications & Networking
1 10 (20.00%) HTTP
2 1 (2.00%) 3G
2 1 (2.00%) 4G
2 1 (2.00%) Bluetooth
2 1 (2.00%) Cisco ASA
2 1 (2.00%) Ethernet
2 1 (2.00%) ICMP
2 1 (2.00%) Internet
2 1 (2.00%) Intrusion Detection
2 1 (2.00%) IPv4
2 1 (2.00%) IPv6
2 1 (2.00%) SNMP
2 1 (2.00%) TCP/IP
2 1 (2.00%) Wi-Fi
2 1 (2.00%) Wireless
Database & Business Intelligence
1 5 (10.00%) Apache Cassandra
1 5 (10.00%) Big Data
1 5 (10.00%) CouchDB
1 5 (10.00%) Flink
2 4 (8.00%) MySQL
2 4 (8.00%) PostgreSQL
3 3 (6.00%) NoSQL
4 1 (2.00%) Amazon RDS
4 1 (2.00%) Infinispan
4 1 (2.00%) InfluxDB
4 1 (2.00%) Neo4j
4 1 (2.00%) Redis
4 1 (2.00%) Riak
Development Applications
1 13 (26.00%) Git (software)
2 10 (20.00%) Cucumber
3 8 (16.00%) GitLab
4 7 (14.00%) Selenium
5 6 (12.00%) Jenkins
6 3 (6.00%) JIRA
7 2 (4.00%) JUnit
7 2 (4.00%) Moq
7 2 (4.00%) NUnit
8 1 (2.00%) Bitbucket
8 1 (2.00%) Mercurial
8 1 (2.00%) Travis CI
General
1 5 (10.00%) Electronics
2 4 (8.00%) Finance
2 4 (8.00%) Manufacturing
2 4 (8.00%) Marketing
2 4 (8.00%) Telecoms
Job Titles
1 11 (22.00%) Developer
2 9 (18.00%) DevOps Engineer
3 8 (16.00%) Software Engineer
4 7 (14.00%) Linux Engineer
5 6 (12.00%) Python Developer
5 6 (12.00%) Test Engineer
6 5 (10.00%) Linux Systems Engineer
6 5 (10.00%) Senior Developer
6 5 (10.00%) Systems Engineer
7 4 (8.00%) Graduate
7 4 (8.00%) Graduate Software Engineer
7 4 (8.00%) Software Test Engineer
7 4 (8.00%) Tester
8 3 (6.00%) Full Stack Developer
8 3 (6.00%) Node.js Developer
8 3 (6.00%) Senior Full Stack Developer
9 2 (4.00%) Cloud Architect
9 2 (4.00%) Data Scientist
9 2 (4.00%) DevOps Specialist
9 2 (4.00%) Platform Architect
Libraries, Frameworks & Software Standards
1 11 (22.00%) Web Services
2 8 (16.00%) Node.js
3 6 (12.00%) Django
3 6 (12.00%) HTML
4 5 (10.00%) Kafka
4 5 (10.00%) REST
4 5 (10.00%) Spring Boot
5 4 (8.00%) CSS
6 3 (6.00%) .NET
6 3 (6.00%) Sass
6 3 (6.00%) Spring
7 2 (4.00%) .NET Framework
7 2 (4.00%) AngularJS
7 2 (4.00%) Entity Framework
7 2 (4.00%) Hibernate
7 2 (4.00%) J2EE
7 2 (4.00%) React
7 2 (4.00%) WCF
7 2 (4.00%) WPF
8 1 (2.00%) LAMP
Miscellaneous
1 9 (18.00%) User Experience
2 5 (10.00%) Computer Science
3 4 (8.00%) Greenfield Project
4 1 (2.00%) Clustering
4 1 (2.00%) Embedded Systems
4 1 (2.00%) Linux Command Line
4 1 (2.00%) Raspberry Pi
Operating Systems
1 22 (44.00%) Linux
2 4 (8.00%) Windows
3 2 (4.00%) Debian
3 2 (4.00%) Embedded Linux
3 2 (4.00%) FreeBSD
3 2 (4.00%) Ubuntu
3 2 (4.00%) Unix
4 1 (2.00%) Android
4 1 (2.00%) CentOS
4 1 (2.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 20 (40.00%) Agile Software Development
2 15 (30.00%) DevOps
3 14 (28.00%) Analytics
4 12 (24.00%) Digital Analytics
4 12 (24.00%) Test Automation
5 11 (22.00%) High Availability
6 10 (20.00%) Software Engineering
7 9 (18.00%) Continuous Deployment
7 9 (18.00%) Continuous Integration
8 8 (16.00%) Microservices
9 6 (12.00%) BDD
9 6 (12.00%) Exploratory Testing
9 6 (12.00%) Manual Testing
9 6 (12.00%) Open Source
9 6 (12.00%) Regression Testing
9 6 (12.00%) Scrum
10 5 (10.00%) Change Management
10 5 (10.00%) Kanban
10 5 (10.00%) Machine Learning
10 5 (10.00%) Unit Testing
Programming Languages
1 23 (46.00%) JavaScript
2 10 (20.00%) Bash Shell
3 8 (16.00%) PowerShell
4 6 (12.00%) Groovy
5 4 (8.00%) C++
5 4 (8.00%) Java
6 3 (6.00%) C#
7 2 (4.00%) C
7 2 (4.00%) Perl
7 2 (4.00%) PHP
7 2 (4.00%) R
8 1 (2.00%) Embedded C
8 1 (2.00%) Ruby
8 1 (2.00%) SQL
Qualifications
1 6 (12.00%) Degree
2 5 (10.00%) Computer Science Degree
3 1 (2.00%) CCNA
3 1 (2.00%) Cisco Certification
3 1 (2.00%) RHCE
3 1 (2.00%) RHCSA
Quality Assurance & Compliance
1 4 (8.00%) QA
2 1 (2.00%) PCI DSS
System Software
1 9 (18.00%) Docker
2 5 (10.00%) Apache ZooKeeper
3 2 (4.00%) KVM
4 1 (2.00%) Corosync
4 1 (2.00%) Gluster
4 1 (2.00%) iptables
4 1 (2.00%) Virtual Machines
4 1 (2.00%) VMware Infrastructure
4 1 (2.00%) Xen
Systems Management
1 11 (22.00%) Ansible
2 8 (16.00%) Kubernetes
2 8 (16.00%) Puppet
3 5 (10.00%) Opscode Chef
4 2 (4.00%) Grafana
4 2 (4.00%) StackStorm
5 1 (2.00%) Check_MK
5 1 (2.00%) Ganeti
5 1 (2.00%) Graylog
5 1 (2.00%) Host Intrusion Detection System
5 1 (2.00%) Icinga
5 1 (2.00%) Kibana
5 1 (2.00%) Marathon
5 1 (2.00%) Mesos
5 1 (2.00%) Nagios
5 1 (2.00%) Pacemaker
5 1 (2.00%) Pingdom
Vendors
1 5 (10.00%) Google
2 4 (8.00%) SAP
3 2 (4.00%) VMware
4 1 (2.00%) Atlassian
4 1 (2.00%) Cisco
4 1 (2.00%) Infobright
4 1 (2.00%) New Relic
4 1 (2.00%) PagerDuty
4 1 (2.00%) Qualys
4 1 (2.00%) Red Hat
4 1 (2.00%) Splunk