Period
to 16 December 2018

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 16 December 2018 with a comparison to the same period in the previous 2 years.

Python
Wales > West Wales
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 32 51 -
Rank change year-on-year +19 - -
Permanent jobs citing Python 13 4 0
As % of all permanent IT jobs advertised in West Wales 5.08% 1.20% -
As % of the Programming Languages category 9.70% 2.65% -
Number of salaries quoted 10 4 0
West Wales median annual salary £38,206 £37,500 -
Median salary % change year-on-year +1.88% - -
Wales median annual salary £52,500 £41,250 £39,000
% change year-on-year +27.27% +5.77% +11.43%

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 134 151 142
As % of all permanent IT jobs advertised in West Wales 52.34% 45.35% 72.08%
Number of salaries quoted 117 148 131
West Wales median annual salary £33,934 £40,000 £37,500
Median salary % change year-on-year -15.17% +6.67% +10.29%
10th Percentile £25,000 £24,050 £26,750
90th Percentile £54,844 £55,000 £56,750
Wales median annual salary £40,000 £38,500 £36,000
% change year-on-year +3.90% +6.94% +2.86%

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 16 December 2018.

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 16 December 2018. 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 +20 13 £38,206 +1.88% 5
Python
Wales

For the 6 months to 16 December 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 West Wales region with a requirement for Python.

1 9 (69.23%) SQL Server
2 8 (61.54%) SQL
2 8 (61.54%) Java
2 8 (61.54%) Agile Software Development
2 8 (61.54%) Test Automation
2 8 (61.54%) Amazon EC2
2 8 (61.54%) Amazon AWS
2 8 (61.54%) Puppet
2 8 (61.54%) Jenkins
2 8 (61.54%) Serverless
3 7 (53.85%) Git (software)
3 7 (53.85%) Linux
4 6 (46.15%) CSS
4 6 (46.15%) XML
4 6 (46.15%) JavaScript
4 6 (46.15%) HTML
4 6 (46.15%) MySQL
4 6 (46.15%) Oracle
4 6 (46.15%) JUnit
4 6 (46.15%) Scrum
4 6 (46.15%) JSON
4 6 (46.15%) JIRA
4 6 (46.15%) QA
4 6 (46.15%) User Acceptance Testing
4 6 (46.15%) Confluence
4 6 (46.15%) Mockito
4 6 (46.15%) Cucumber
4 6 (46.15%) Apache Cordova
4 6 (46.15%) TypeScript
4 6 (46.15%) NoSQL

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 6 (46.15%) Confluence
2 2 (15.38%) Elasticsearch
2 2 (15.38%) IIS
2 2 (15.38%) nginx
2 2 (15.38%) OpenStack
Cloud Services
1 8 (61.54%) Amazon AWS
1 8 (61.54%) Amazon EC2
1 8 (61.54%) Serverless
2 6 (46.15%) AWS Lambda
3 2 (15.38%) Amazon ElastiCache
3 2 (15.38%) AWS CloudFormation
3 2 (15.38%) IaaS
3 2 (15.38%) Microsoft Azure
Communications & Networking
1 3 (23.08%) Wireless
2 2 (15.38%) DNS
Database & Business Intelligence
1 9 (69.23%) SQL Server
2 6 (46.15%) MySQL
2 6 (46.15%) NoSQL
3 2 (15.38%) Azure SQL Database
3 2 (15.38%) PostgreSQL
3 2 (15.38%) Redis
Development Applications
1 8 (61.54%) Jenkins
2 7 (53.85%) Git (software)
3 6 (46.15%) Cucumber
3 6 (46.15%) Jasmine
3 6 (46.15%) JIRA
3 6 (46.15%) JUnit
3 6 (46.15%) Mockito
4 2 (15.38%) Eclipse
5 1 (7.69%) GitLab
5 1 (7.69%) TeamCity
Job Titles
1 6 (46.15%) Developer
2 3 (23.08%) Ethical Hacker
2 3 (23.08%) Junior
2 3 (23.08%) Senior Developer
3 2 (15.38%) Applications Engineer
3 2 (15.38%) Cloud Engineer
3 2 (15.38%) DevOps Engineer
3 2 (15.38%) Senior Applications Engineer
3 2 (15.38%) Senior Cloud Engineer
4 1 (7.69%) Junior DevOps
4 1 (7.69%) Junior DevOps Engineer
Libraries, Frameworks & Software Standards
1 6 (46.15%) Angular 2
1 6 (46.15%) AngularJS
1 6 (46.15%) Apache Cordova
1 6 (46.15%) CSS
1 6 (46.15%) GraphQL
1 6 (46.15%) HTML
1 6 (46.15%) Ionic Framework
1 6 (46.15%) JSON
1 6 (46.15%) REST
1 6 (46.15%) Sass
1 6 (46.15%) XML
2 2 (15.38%) Middleware
2 2 (15.38%) RabbitMQ
Miscellaneous
1 6 (46.15%) Self-Motivation
2 2 (15.38%) Analytical Skills
Operating Systems
1 7 (53.85%) Linux
2 2 (15.38%) CentOS
2 2 (15.38%) Fedora
2 2 (15.38%) Red Hat Enterprise Linux
2 2 (15.38%) Windows
Processes & Methodologies
1 8 (61.54%) Agile Software Development
1 8 (61.54%) Test Automation
2 6 (46.15%) Line Management
2 6 (46.15%) Scrum
2 6 (46.15%) User Acceptance Testing
3 4 (30.77%) Configuration Management
3 4 (30.77%) DevOps
4 3 (23.08%) Cybersecurity
4 3 (23.08%) Ethical Hacking
4 3 (23.08%) Mentoring
4 3 (23.08%) Penetration Testing
4 3 (23.08%) Resource Management
4 3 (23.08%) Security Testing
5 2 (15.38%) Load Balancing
5 2 (15.38%) Migration
5 2 (15.38%) Open Source
5 2 (15.38%) Problem-Solving
5 2 (15.38%) Storage Management
Programming Languages
1 8 (61.54%) Java
1 8 (61.54%) SQL
2 6 (46.15%) JavaScript
2 6 (46.15%) TypeScript
3 5 (38.46%) Bash Shell
3 5 (38.46%) PowerShell
4 3 (23.08%) C
4 3 (23.08%) Perl
5 2 (15.38%) Ruby
Quality Assurance & Compliance
1 6 (46.15%) QA
Systems Management
1 8 (61.54%) Puppet
2 6 (46.15%) Terraform
3 2 (15.38%) Ansible
3 2 (15.38%) Kubernetes
3 2 (15.38%) Opscode Chef
3 2 (15.38%) Single Sign-On
4 1 (7.69%) Grafana
4 1 (7.69%) HAProxy
Vendors
1 6 (46.15%) Oracle
2 4 (30.77%) Microsoft
3 2 (15.38%) Red Hat
3 2 (15.38%) VMware