Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Python
Somerset > Bath
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 21 42 26
Rank change year-on-year +21 -16 +26
Permanent jobs citing Python 43 51 57
As % of all permanent IT jobs advertised in Bath 9.45% 6.55% 8.92%
As % of the Programming Languages category 15.30% 10.65% 13.23%
Number of salaries quoted 39 41 56
Bath median annual salary £35,000 £47,500 £40,000
Median salary % change year-on-year -26.32% +18.75% -
10th Percentile £24,950 £32,500 £33,750
90th Percentile £65,000 £53,750 £58,750
Somerset median annual salary £50,000 £47,500 £41,500
% change year-on-year +5.26% +14.46% +18.57%

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 281 479 431
As % of all permanent IT jobs advertised in Bath 61.76% 61.49% 67.45%
Number of salaries quoted 245 427 403
Bath median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +6.67%
10th Percentile £27,200 £27,500 £25,500
90th Percentile £67,500 £59,250 £57,500
Somerset median annual salary £42,029 £41,000 £40,000
% change year-on-year +2.51% +2.50% +6.67%

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 17 November 2018.

Salary histogram for Python in Bath

For the 6 months to 17 November 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 33 (76.74%) Linux
2 17 (39.53%) Windows
2 17 (39.53%) VMware
3 16 (37.21%) VMware Infrastructure
4 14 (32.56%) PowerShell
5 12 (27.91%) Telecoms
5 12 (27.91%) JavaScript
5 12 (27.91%) DevOps
6 11 (25.58%) Agile Software Development
6 11 (25.58%) Bash Shell
7 10 (23.26%) Microsoft Azure
7 10 (23.26%) Hyper-V
7 10 (23.26%) Ansible
8 9 (20.93%) Puppet
8 9 (20.93%) Mitel
8 9 (20.93%) Configuration Management
8 9 (20.93%) Cisco
8 9 (20.93%) Active Directory
8 9 (20.93%) Citrix
9 8 (18.60%) MS Exchange
9 8 (18.60%) SQL
9 8 (18.60%) MySQL
9 8 (18.60%) Asset Management
9 8 (18.60%) PostgreSQL
9 8 (18.60%) Windows 7
9 8 (18.60%) Test Automation
9 8 (18.60%) Ubuntu
9 8 (18.60%) Windows 10
10 7 (16.28%) Algorithms
10 7 (16.28%) Software Engineering

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 8 (18.60%) MS Exchange
2 6 (13.95%) Apache Spark
3 5 (11.63%) nginx
3 5 (11.63%) SAS
4 3 (6.98%) Elasticsearch
5 2 (4.65%) Apache
6 1 (2.33%) Confluence
Cloud Services
1 10 (23.26%) Microsoft Azure
2 7 (16.28%) Amazon AWS
3 1 (2.33%) Amazon EC2
3 1 (2.33%) Google Cloud Platform
3 1 (2.33%) SaaS
Communications & Networking
1 6 (13.95%) TCP/IP
2 3 (6.98%) DHCP
2 3 (6.98%) DNS
2 3 (6.98%) HTTP
2 3 (6.98%) Internet
3 1 (2.33%) Firewall
3 1 (2.33%) NetScaler
Database & Business Intelligence
1 8 (18.60%) MySQL
1 8 (18.60%) PostgreSQL
2 7 (16.28%) CouchDB
3 5 (11.63%) Redis
4 3 (6.98%) NoSQL
4 3 (6.98%) SQL Server
4 3 (6.98%) SQLite
5 2 (4.65%) Big Data
5 2 (4.65%) Riak
Development Applications
1 6 (13.95%) Git (software)
1 6 (13.95%) Jenkins
2 4 (9.30%) GitLab
3 3 (6.98%) Oracle APEX
4 2 (4.65%) Selenium
5 1 (2.33%) Hudson
5 1 (2.33%) JIRA
General
1 12 (27.91%) Telecoms
2 6 (13.95%) Finance
3 4 (9.30%) Electronics
3 4 (9.30%) Manufacturing
3 4 (9.30%) Marketing
4 3 (6.98%) Aerospace
Job Titles
1 9 (20.93%) Administrator
1 9 (20.93%) DevOps Engineer
1 9 (20.93%) Systems Administrator
2 6 (13.95%) Data Scientist
2 6 (13.95%) Developer
2 6 (13.95%) Software Engineer
3 5 (11.63%) JavaScript Developer
3 5 (11.63%) Linux Engineer
3 5 (11.63%) Python Developer
4 4 (9.30%) Linux DevOps Engineer
4 4 (9.30%) Linux/Unix DevOps
5 3 (6.98%) Analyst
5 3 (6.98%) Graduate
5 3 (6.98%) Junior
5 3 (6.98%) Python Engineer
5 3 (6.98%) Software Developer
6 2 (4.65%) Automation Test Analyst
6 2 (4.65%) Linux Administrator
6 2 (4.65%) Linux Systems Administrator
6 2 (4.65%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (13.95%) Django
1 6 (13.95%) Natural Language Processing
2 5 (11.63%) LEMP Stack
2 5 (11.63%) MLlib
2 5 (11.63%) Pandas
2 5 (11.63%) scikit-learn
3 4 (9.30%) HTML
3 4 (9.30%) JSON
4 3 (6.98%) AngularJS
4 3 (6.98%) D3.js
4 3 (6.98%) XML
5 2 (4.65%) .NET
5 2 (4.65%) LAMP
5 2 (4.65%) LAPP Stack
5 2 (4.65%) React
6 1 (2.33%) .NET Core
6 1 (2.33%) CSS
6 1 (2.33%) Node.js
6 1 (2.33%) Qt
6 1 (2.33%) React Native
Miscellaneous
1 7 (16.28%) Algorithms
2 6 (13.95%) Analytical Skills
3 5 (11.63%) Computer Science
4 2 (4.65%) Linux Command Line
5 1 (2.33%) Clustering
5 1 (2.33%) Embedded Systems
5 1 (2.33%) Replication
Operating Systems
1 33 (76.74%) Linux
2 17 (39.53%) Windows
3 8 (18.60%) Ubuntu
3 8 (18.60%) Windows 10
3 8 (18.60%) Windows 7
4 7 (16.28%) Debian
4 7 (16.28%) Windows Server 2008
5 6 (13.95%) Windows Server
6 4 (9.30%) Windows Server 2012
7 3 (6.98%) Android
7 3 (6.98%) Apple iOS
7 3 (6.98%) Unix
8 1 (2.33%) Embedded Linux
8 1 (2.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 12 (27.91%) DevOps
2 11 (25.58%) Agile Software Development
3 9 (20.93%) Configuration Management
4 8 (18.60%) Asset Management
4 8 (18.60%) Test Automation
5 7 (16.28%) Machine Learning
5 7 (16.28%) Software Engineering
5 7 (16.28%) Vulnerability Management
6 6 (13.95%) Artificial Intelligence
6 6 (13.95%) Continuous Integration
6 6 (13.95%) Data Science
7 5 (11.63%) Analytics
7 5 (11.63%) Data Visualisation
7 5 (11.63%) Deep Learning
7 5 (11.63%) Open Source
7 5 (11.63%) Visualisation
8 4 (9.30%) Business Intelligence
8 4 (9.30%) Collaborative Working
8 4 (9.30%) Digital Marketing
8 4 (9.30%) Predictive Modelling
Programming Languages
1 14 (32.56%) PowerShell
2 12 (27.91%) JavaScript
3 11 (25.58%) Bash Shell
4 8 (18.60%) SQL
5 7 (16.28%) Ruby
6 6 (13.95%) R
7 5 (11.63%) C++
7 5 (11.63%) Perl
7 5 (11.63%) Scala
8 4 (9.30%) C
8 4 (9.30%) Java
9 3 (6.98%) C#
9 3 (6.98%) PHP
9 3 (6.98%) TypeScript
10 2 (4.65%) Erlang
11 1 (2.33%) Groovy
11 1 (2.33%) Shell Script
Qualifications
1 6 (13.95%) Degree
2 1 (2.33%) ISEB
2 1 (2.33%) ISTQB
2 1 (2.33%) Numerate Degree
2 1 (2.33%) PhD
Quality Assurance & Compliance
1 3 (6.98%) ISO 9001
System Software
1 16 (37.21%) VMware Infrastructure
2 10 (23.26%) Hyper-V
3 9 (20.93%) Active Directory
4 5 (11.63%) Xen
5 3 (6.98%) Docker
5 3 (6.98%) KVM
6 2 (4.65%) Apache ZooKeeper
6 2 (4.65%) Corosync
6 2 (4.65%) Virtual Machines
7 1 (2.33%) Btrfs
7 1 (2.33%) Ceph
7 1 (2.33%) DRBD
7 1 (2.33%) XenDesktop
7 1 (2.33%) XenServer
Systems Management
1 10 (23.26%) Ansible
2 9 (20.93%) Puppet
3 5 (11.63%) Opscode Chef
4 4 (9.30%) Kubernetes
5 2 (4.65%) Ganeti
5 2 (4.65%) Marathon
5 2 (4.65%) Mesos
5 2 (4.65%) Pacemaker
5 2 (4.65%) Terraform
6 1 (2.33%) CFEngine
6 1 (2.33%) Check_MK
6 1 (2.33%) Nagios
6 1 (2.33%) Oracle ZFS
6 1 (2.33%) PaperCut
Vendors
1 17 (39.53%) VMware
2 9 (20.93%) Cisco
2 9 (20.93%) Citrix
2 9 (20.93%) Mitel
3 5 (11.63%) Tableau
4 4 (9.30%) SAP
5 3 (6.98%) Oracle
5 3 (6.98%) Xamarin
6 1 (2.33%) Google
6 1 (2.33%) Juniper
6 1 (2.33%) Rackspace
6 1 (2.33%) Red Hat
6 1 (2.33%) Veeam