Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Python
Somerset > Bath
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 20 37 13
Rank change year-on-year +17 -24 +37
Permanent jobs citing Python 40 58 81
As % of all permanent IT jobs advertised in Bath 8.81% 6.90% 12.58%
As % of the Programming Languages category 15.69% 12.50% 19.66%
Number of salaries quoted 27 44 81
Bath median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £28,250 £27,500 £33,750
90th Percentile £60,000 £56,375 £47,500
Somerset median annual salary £50,000 £42,500 £40,000
% change year-on-year +17.65% +6.25% +10.34%

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 255 464 412
As % of all permanent IT jobs advertised in Bath 56.17% 55.24% 63.98%
Number of salaries quoted 226 376 395
Bath median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% +6.67%
10th Percentile £27,197 £30,625 £31,250
90th Percentile £62,500 £58,750 £57,500
Somerset median annual salary £42,029 £40,000 £40,000
% change year-on-year +5.07% - +9.59%

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 18 August 2018.

Salary histogram for Python in Bath

For the 6 months to 18 August 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 28 (70.00%) Linux
2 17 (42.50%) JavaScript
2 17 (42.50%) Kanban
3 15 (37.50%) Git (software)
3 15 (37.50%) MySQL
4 14 (35.00%) TDD
4 14 (35.00%) Django
5 13 (32.50%) Redis
5 13 (32.50%) AngularJS
5 13 (32.50%) PostgreSQL
5 13 (32.50%) Collaborative Working
6 12 (30.00%) LEMP Stack
6 12 (30.00%) TypeScript
6 12 (30.00%) Elasticsearch
6 12 (30.00%) D3.js
6 12 (30.00%) nginx
7 11 (27.50%) PowerShell
7 11 (27.50%) Agile Software Development
8 10 (25.00%) VMware
8 10 (25.00%) VMware Infrastructure
8 10 (25.00%) DevOps
9 9 (22.50%) Microsoft Azure
9 9 (22.50%) Amazon AWS
9 9 (22.50%) Windows
10 8 (20.00%) Telecoms
10 8 (20.00%) Java
11 7 (17.50%) .NET
11 7 (17.50%) Cisco
11 7 (17.50%) Analytics
11 7 (17.50%) Bash Shell

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 12 (30.00%) Elasticsearch
1 12 (30.00%) nginx
2 6 (15.00%) MS Exchange
3 2 (5.00%) JBoss
4 1 (2.50%) SAS
Applications
1 1 (2.50%) SPSS
Cloud Services
1 9 (22.50%) Amazon AWS
1 9 (22.50%) Microsoft Azure
2 5 (12.50%) Cloud Computing
3 3 (7.50%) AWS CloudFormation
4 2 (5.00%) AWS Lambda
4 2 (5.00%) Azure Functions
4 2 (5.00%) Office 365
4 2 (5.00%) Serverless
5 1 (2.50%) Amazon EC2
5 1 (2.50%) Azure Machine Learning
5 1 (2.50%) SaaS
Communications & Networking
1 1 (2.50%) SSH
1 1 (2.50%) TCP/IP
Database & Business Intelligence
1 15 (37.50%) MySQL
2 13 (32.50%) PostgreSQL
2 13 (32.50%) Redis
3 4 (10.00%) Relational Database
4 3 (7.50%) RDBMS
4 3 (7.50%) SQL Server
4 3 (7.50%) SQL Server Integration Services
4 3 (7.50%) SSDT
5 2 (5.00%) CouchDB
5 2 (5.00%) Power BI
6 1 (2.50%) Big Data
6 1 (2.50%) NoSQL
Development Applications
1 15 (37.50%) Git (software)
2 5 (12.50%) Visual Studio
3 4 (10.00%) Jenkins
4 3 (7.50%) Team Foundation Server
5 2 (5.00%) JMeter
6 1 (2.50%) GitLab
6 1 (2.50%) Hudson
General
1 8 (20.00%) Telecoms
2 5 (12.50%) Marketing
3 2 (5.00%) Electronics
3 2 (5.00%) Finance
3 2 (5.00%) Manufacturing
Job Titles
1 17 (42.50%) Developer
2 13 (32.50%) Python Developer
3 12 (30.00%) JavaScript Developer
4 6 (15.00%) Administrator
4 6 (15.00%) Systems Administrator
5 3 (7.50%) AWS Engineer
5 3 (7.50%) DevOps Engineer
5 3 (7.50%) Python Engineer
6 2 (5.00%) Applications Architect
6 2 (5.00%) Architect
6 2 (5.00%) Citrix Administrator
6 2 (5.00%) Graduate
6 2 (5.00%) Graduate Software Engineer
6 2 (5.00%) JavaScript Engineer
6 2 (5.00%) Linux Administrator
6 2 (5.00%) Linux Systems Administrator
6 2 (5.00%) Machine Learning Engineer
6 2 (5.00%) Python Software Engineer
6 2 (5.00%) Software Engineer
6 2 (5.00%) Telephony Administrator
Libraries, Frameworks & Software Standards
1 14 (35.00%) Django
2 13 (32.50%) AngularJS
3 12 (30.00%) D3.js
3 12 (30.00%) LEMP Stack
4 7 (17.50%) .NET
5 3 (7.50%) Web Services
6 2 (5.00%) jQuery
6 2 (5.00%) JSON
6 2 (5.00%) Natural Language Processing
6 2 (5.00%) Node.js
7 1 (2.50%) Flask
Miscellaneous
1 3 (7.50%) Public Cloud
2 2 (5.00%) Algorithms
2 2 (5.00%) Computer Science
2 2 (5.00%) Linux Command Line
2 2 (5.00%) User Experience
3 1 (2.50%) Analytical Skills
3 1 (2.50%) Data Centre
3 1 (2.50%) Greenfield Project
Operating Systems
1 28 (70.00%) Linux
2 9 (22.50%) Windows
3 6 (15.00%) Windows 10
3 6 (15.00%) Windows 7
3 6 (15.00%) Windows Server 2008
4 2 (5.00%) Debian
4 2 (5.00%) Ubuntu
4 2 (5.00%) Windows Server
4 2 (5.00%) Windows Server 2012
5 1 (2.50%) Unix
Processes & Methodologies
1 17 (42.50%) Kanban
2 14 (35.00%) TDD
3 13 (32.50%) Collaborative Working
4 11 (27.50%) Agile Software Development
5 10 (25.00%) DevOps
6 7 (17.50%) Analytics
7 6 (15.00%) Asset Management
7 6 (15.00%) Customer Requirements
7 6 (15.00%) Microservices
7 6 (15.00%) Test Automation
7 6 (15.00%) Vulnerability Management
8 5 (12.50%) Continuous Integration
8 5 (12.50%) Machine Learning
9 4 (10.00%) Business Intelligence
9 4 (10.00%) Software Engineering
10 3 (7.50%) Artificial Intelligence
10 3 (7.50%) Data Management
10 3 (7.50%) Data Modelling
10 3 (7.50%) ETL
10 3 (7.50%) PRINCE2
Programming Languages
1 17 (42.50%) JavaScript
2 12 (30.00%) TypeScript
3 11 (27.50%) PowerShell
4 8 (20.00%) Java
5 7 (17.50%) Bash Shell
6 6 (15.00%) C#
6 6 (15.00%) SQL
7 3 (7.50%) R
7 3 (7.50%) VB
8 1 (2.50%) C
8 1 (2.50%) Perl
8 1 (2.50%) PHP
8 1 (2.50%) Ruby
Qualifications
1 5 (12.50%) AWS Certification
2 2 (5.00%) Degree
2 2 (5.00%) MCSD
2 2 (5.00%) Microsoft Certification
3 1 (2.50%) PhD
System Software
1 10 (25.00%) VMware Infrastructure
2 6 (15.00%) Active Directory
2 6 (15.00%) Hyper-V
3 3 (7.50%) Docker
4 2 (5.00%) Xen
5 1 (2.50%) Corosync
5 1 (2.50%) Virtual Machines
Systems Management
1 5 (12.50%) Puppet
2 4 (10.00%) Opscode Chef
3 1 (2.50%) Ansible
3 1 (2.50%) CFEngine
3 1 (2.50%) Kubernetes
3 1 (2.50%) Pacemaker
Vendors
1 10 (25.00%) VMware
2 7 (17.50%) Cisco
3 6 (15.00%) Citrix
3 6 (15.00%) Mitel
4 3 (7.50%) Microsoft
5 2 (5.00%) Red Hat
5 2 (5.00%) SAP
6 1 (2.50%) Cloudera
6 1 (2.50%) Juniper
6 1 (2.50%) Splunk