Period
to 26 May 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 26 May 2018 with a comparison to the same period in the previous 2 years.

Python
Somerset > Bath
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 37 34 17
Rank change year-on-year -3 -17 +24
Permanent jobs citing Python 36 56 63
As % of all permanent IT jobs advertised in Bath 6.19% 7.34% 11.17%
As % of the Programming Languages category 10.32% 13.08% 17.45%
Number of salaries quoted 24 50 63
Bath median annual salary £51,250 £40,000 £40,000
Median salary % change year-on-year +28.13% - +6.67%
10th Percentile £37,500 £32,250 £33,750
90th Percentile £60,000 £58,875 £55,250
Somerset median annual salary £50,000 £40,000 £40,000
% change year-on-year +25.00% - +14.29%

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 349 428 361
As % of all permanent IT jobs advertised in Bath 59.97% 56.09% 64.01%
Number of salaries quoted 321 348 333
Bath median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +14.29%
10th Percentile £27,500 £30,500 £30,500
90th Percentile £58,750 £58,750 £56,250
Somerset median annual salary £42,029 £40,000 £38,000
% change year-on-year +5.07% +5.26% +8.57%

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 26 May 2018.

Salary histogram for Python in Bath

For the 6 months to 26 May 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 23 (63.89%) Linux
2 18 (50.00%) JavaScript
3 16 (44.44%) TDD
3 16 (44.44%) Kanban
3 16 (44.44%) Git (software)
4 15 (41.67%) Django
4 15 (41.67%) MySQL
5 14 (38.89%) AngularJS
6 13 (36.11%) Redis
6 13 (36.11%) PostgreSQL
7 12 (33.33%) nginx
7 12 (33.33%) Elasticsearch
7 12 (33.33%) TypeScript
7 12 (33.33%) DevOps
7 12 (33.33%) LEMP Stack
7 12 (33.33%) Collaborative Working
8 11 (30.56%) D3.js
8 11 (30.56%) Agile Software Development
8 11 (30.56%) Java
9 9 (25.00%) Microservices
10 8 (22.22%) Bash Shell
10 8 (22.22%) C#
11 7 (19.44%) SQL
11 7 (19.44%) Analytics
12 6 (16.67%) .NET
12 6 (16.67%) Customer Requirements
13 5 (13.89%) Visual Studio
13 5 (13.89%) PowerShell
13 5 (13.89%) Cloud Computing
13 5 (13.89%) High Availability

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 (33.33%) Elasticsearch
1 12 (33.33%) nginx
2 2 (5.56%) JBoss
3 1 (2.78%) Gunicorn
3 1 (2.78%) SAS
Applications
1 1 (2.78%) SPSS
Cloud Services
1 5 (13.89%) Amazon AWS
1 5 (13.89%) Cloud Computing
2 3 (8.33%) AWS CloudFormation
2 3 (8.33%) Microsoft Azure
3 2 (5.56%) AWS Lambda
3 2 (5.56%) Office 365
3 2 (5.56%) Serverless
4 1 (2.78%) Azure Machine Learning
Communications & Networking
1 1 (2.78%) Ethernet
1 1 (2.78%) IPv4
1 1 (2.78%) IPv6
1 1 (2.78%) SSH
Database & Business Intelligence
1 15 (41.67%) MySQL
2 13 (36.11%) PostgreSQL
2 13 (36.11%) Redis
3 5 (13.89%) Relational Database
4 3 (8.33%) RDBMS
4 3 (8.33%) SQL Server
4 3 (8.33%) SQL Server Integration Services
4 3 (8.33%) SSDT
5 2 (5.56%) MongoDB
5 2 (5.56%) Power BI
6 1 (2.78%) Big Data
6 1 (2.78%) GIS
6 1 (2.78%) Hadoop
Development Applications
1 16 (44.44%) Git (software)
2 5 (13.89%) Visual Studio
3 3 (8.33%) Team Foundation Server
4 2 (5.56%) Jenkins
4 2 (5.56%) JMeter
5 1 (2.78%) Spinnaker
5 1 (2.78%) Vagrant
General
1 3 (8.33%) Marketing
2 1 (2.78%) Games
Job Titles
1 19 (52.78%) Developer
2 14 (38.89%) Python Developer
3 11 (30.56%) JavaScript Developer
4 4 (11.11%) DevOps Engineer
5 3 (8.33%) AWS Engineer
6 2 (5.56%) Applications Architect
6 2 (5.56%) Architect
6 2 (5.56%) DevOps Specialist
6 2 (5.56%) Platform Engineer
6 2 (5.56%) Python Engineer
6 2 (5.56%) Senior Developer
7 1 (2.78%) Analytics Manager
7 1 (2.78%) Artificial Intelligence Engineer
7 1 (2.78%) Data Engineer
7 1 (2.78%) Junior
7 1 (2.78%) Junior Operations Engineer
7 1 (2.78%) Linux/Unix DevOps
7 1 (2.78%) Machine Learning Engineer
7 1 (2.78%) Open Source Developer
7 1 (2.78%) Software Developer
Libraries, Frameworks & Software Standards
1 15 (41.67%) Django
2 14 (38.89%) AngularJS
3 12 (33.33%) LEMP Stack
4 11 (30.56%) D3.js
5 6 (16.67%) .NET
6 4 (11.11%) jQuery
7 3 (8.33%) Web Services
8 2 (5.56%) Flask
8 2 (5.56%) Node.js
9 1 (2.78%) Leaflet
9 1 (2.78%) Natural Language Processing
Miscellaneous
1 3 (8.33%) Public Cloud
2 2 (5.56%) Linux Command Line
2 2 (5.56%) User Experience
3 1 (2.78%) Algorithms
3 1 (2.78%) Analytical Skills
3 1 (2.78%) Data Centre
3 1 (2.78%) Greenfield Project
Operating Systems
1 23 (63.89%) Linux
2 3 (8.33%) Windows
3 2 (5.56%) Unix
4 1 (2.78%) Apple iOS
Processes & Methodologies
1 16 (44.44%) Kanban
1 16 (44.44%) TDD
2 12 (33.33%) Collaborative Working
2 12 (33.33%) DevOps
3 11 (30.56%) Agile Software Development
4 9 (25.00%) Microservices
5 7 (19.44%) Analytics
6 6 (16.67%) Customer Requirements
7 5 (13.89%) High Availability
8 4 (11.11%) Deployment Automation
8 4 (11.11%) ETL
8 4 (11.11%) Machine Learning
8 4 (11.11%) Problem-Solving
8 4 (11.11%) Test Automation
9 3 (8.33%) Continuous Deployment
9 3 (8.33%) Data Management
9 3 (8.33%) Data Modelling
9 3 (8.33%) ETL Development
9 3 (8.33%) PRINCE2
9 3 (8.33%) Scrum
Programming Languages
1 18 (50.00%) JavaScript
2 12 (33.33%) TypeScript
3 11 (30.56%) Java
4 8 (22.22%) Bash Shell
4 8 (22.22%) C#
5 7 (19.44%) SQL
6 5 (13.89%) PowerShell
7 4 (11.11%) Groovy
8 3 (8.33%) Perl
8 3 (8.33%) R
8 3 (8.33%) Ruby
8 3 (8.33%) VB
9 1 (2.78%) C
9 1 (2.78%) Dart
9 1 (2.78%) Go
9 1 (2.78%) PHP
Qualifications
1 5 (13.89%) AWS Certification
2 2 (5.56%) MCSD
2 2 (5.56%) Microsoft Certification
System Software
1 3 (8.33%) Docker
2 1 (2.78%) HDFS
2 1 (2.78%) VMware Infrastructure
Systems Management
1 4 (11.11%) Ansible
1 4 (11.11%) Opscode Chef
1 4 (11.11%) Puppet
2 1 (2.78%) Istio
2 1 (2.78%) Kubernetes
2 1 (2.78%) Packer
2 1 (2.78%) Terraform
Vendors
1 3 (8.33%) Microsoft
2 2 (5.56%) Red Hat
3 1 (2.78%) Capita
3 1 (2.78%) Cloudera
3 1 (2.78%) Splunk
3 1 (2.78%) VMware