Period
to 18 April 2019

The following table provides summary statistics for permanent job vacancies advertised in West Wales 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 April 2019 with a comparison to the same period in the previous 2 years.

Python
Wales > West Wales
6 months to
18 Apr 2019
Same period 2018 Same period 2017
Rank 24 28 37
Rank change year-on-year +4 +9 -
Permanent jobs citing Python 14 13 16
As % of all permanent IT jobs advertised in West Wales 8.24% 5.94% 6.72%
As % of the Programming Languages category 14.00% 10.92% 10.46%
Number of salaries quoted 14 13 14
West Wales median annual salary £38,750 £40,000 £42,500
Median salary % change year-on-year -3.13% -5.88% -
10th Percentile £31,250 £34,200 £37,896
90th Percentile £52,500 £45,000 £57,946
Wales median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +13.33%

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 West Wales with a requirement for coding skills.

All Programming Languages
West Wales
Permanent vacancies with a requirement for coding skills 100 119 153
As % of all permanent IT jobs advertised in West Wales 58.82% 54.34% 64.29%
Number of salaries quoted 84 112 133
West Wales median annual salary £37,367 £40,000 £40,000
Median salary % change year-on-year -6.58% - +33.33%
10th Percentile £25,375 £25,000 £28,300
90th Percentile £52,500 £47,500 £57,500
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +5.63%

Python
Job Vacancy Trend in West Wales

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

Job vacancy trend for Python in West Wales

Python
Salary Trend in West Wales

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

Salary trend for Python in West Wales

Python
Salary Histogram in West Wales

The salary distribution of IT jobs citing Python in West Wales over the 6 months to 18 April 2019.

Salary histogram for Python in West Wales

Python
Job Locations in West Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the West Wales region over the 6 months to 18 April 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Swansea +2 14 £38,750 -3.13%
Python
Wales

For the 6 months to 18 April 2019, 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 West Wales region with a requirement for Python.

1 13 (92.86%) Linux
1 13 (92.86%) DevOps
2 9 (64.29%) Configuration Management
3 8 (57.14%) Java
3 8 (57.14%) SQL
3 8 (57.14%) SQL Server
3 8 (57.14%) Microsoft Azure
3 8 (57.14%) Amazon AWS
3 8 (57.14%) Kubernetes
4 7 (50.00%) Serverless
4 7 (50.00%) Single Sign-On
4 7 (50.00%) Amazon EC2
4 7 (50.00%) AWS CloudFormation
4 7 (50.00%) Storage Management
4 7 (50.00%) Azure ExpressRoute
4 7 (50.00%) Puppet
4 7 (50.00%) Azure SQL Database
4 7 (50.00%) Amazon ElastiCache
4 7 (50.00%) Ansible
4 7 (50.00%) IaaS
4 7 (50.00%) Jenkins
4 7 (50.00%) OpenStack
4 7 (50.00%) Opscode Chef
4 7 (50.00%) Migration
4 7 (50.00%) Eclipse
4 7 (50.00%) DNS
4 7 (50.00%) Red Hat
4 7 (50.00%) Fedora
4 7 (50.00%) Ruby
4 7 (50.00%) Load Balancing

Python
Co-occurring IT Skills in West Wales 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 7 (50.00%) OpenStack
2 3 (21.43%) Elasticsearch
2 3 (21.43%) nginx
3 2 (14.29%) IIS
Cloud Services
1 8 (57.14%) Amazon AWS
1 8 (57.14%) Microsoft Azure
2 7 (50.00%) Amazon EC2
2 7 (50.00%) Amazon ElastiCache
2 7 (50.00%) AWS CloudFormation
2 7 (50.00%) Azure ExpressRoute
2 7 (50.00%) IaaS
2 7 (50.00%) Serverless
3 4 (28.57%) Google Cloud Platform
Communications & Networking
1 7 (50.00%) DNS
Database & Business Intelligence
1 8 (57.14%) SQL Server
2 7 (50.00%) Azure SQL Database
3 3 (21.43%) PostgreSQL
3 3 (21.43%) Redis
Development Applications
1 7 (50.00%) Eclipse
1 7 (50.00%) Jenkins
2 1 (7.14%) Git (software)
2 1 (7.14%) GitLab
2 1 (7.14%) TeamCity
Job Titles
1 8 (57.14%) Junior
2 7 (50.00%) Cloud Engineer
3 6 (42.86%) Applications Engineer
3 6 (42.86%) DevOps Engineer
3 6 (42.86%) Senior Applications Engineer
3 6 (42.86%) Senior Cloud Engineer
4 1 (7.14%) Java Engineer
4 1 (7.14%) Junior DevOps
4 1 (7.14%) Junior DevOps Engineer
Libraries, Frameworks & Software Standards
1 3 (21.43%) Middleware
1 3 (21.43%) RabbitMQ
2 1 (7.14%) AngularJS
2 1 (7.14%) CSS
2 1 (7.14%) Hibernate
2 1 (7.14%) HTML
2 1 (7.14%) Java EE
2 1 (7.14%) Node.js
2 1 (7.14%) React
2 1 (7.14%) RESTful
2 1 (7.14%) Spring
2 1 (7.14%) Vue.js
Miscellaneous
1 2 (14.29%) Analytical Skills
Operating Systems
1 13 (92.86%) Linux
2 7 (50.00%) CentOS
2 7 (50.00%) Fedora
2 7 (50.00%) Red Hat Enterprise Linux
3 6 (42.86%) Windows
Processes & Methodologies
1 13 (92.86%) DevOps
2 9 (64.29%) Configuration Management
3 7 (50.00%) Load Balancing
3 7 (50.00%) Migration
3 7 (50.00%) Storage Management
4 4 (28.57%) Continuous Integration
4 4 (28.57%) OOP
5 3 (21.43%) Agile Software Development
5 3 (21.43%) Open Source
6 2 (14.29%) Problem-Solving
6 2 (14.29%) Test Automation
7 1 (7.14%) Data Science
7 1 (7.14%) Machine Learning
7 1 (7.14%) Software Engineering
Programming Languages
1 8 (57.14%) Java
1 8 (57.14%) SQL
2 7 (50.00%) Ruby
3 6 (42.86%) PowerShell
4 2 (14.29%) Bash Shell
5 1 (7.14%) C++
5 1 (7.14%) Java 8
5 1 (7.14%) JavaScript
System Software
1 2 (14.29%) Docker
Systems Management
1 8 (57.14%) Kubernetes
2 7 (50.00%) Ansible
2 7 (50.00%) Opscode Chef
2 7 (50.00%) Puppet
2 7 (50.00%) Single Sign-On
3 1 (7.14%) Grafana
3 1 (7.14%) HAProxy
Vendors
1 7 (50.00%) Red Hat
2 2 (14.29%) VMware
3 1 (7.14%) Microsoft