Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Newport 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 November 2017 with a comparison to the same period in the previous 2 years.

Python
South Wales > Newport
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 25 31 29
Rank change year-on-year +6 -2 -3
Permanent jobs citing Python 33 24 23
As % of all permanent IT jobs advertised in Newport 9.51% 5.80% 5.78%
As % of the Programming Languages category 25.19% 12.31% 13.45%
Number of salaries quoted 31 22 23
Newport median annual salary £42,500 £70,000 £35,000
Median salary % change year-on-year -39.29% +100.00% +6.06%
10th Percentile £28,750 £40,350 £33,500
90th Percentile £56,250 £85,000 £43,250
South Wales median annual salary £42,500 £40,000 £35,000
% change year-on-year +6.25% +14.29% +2.94%

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 Newport with a requirement for coding skills.

All Programming Languages
Newport
Permanent vacancies with a requirement for coding skills 131 195 171
As % of all permanent IT jobs advertised in Newport 37.75% 47.10% 42.96%
Number of salaries quoted 127 183 146
Newport median annual salary £37,500 £37,500 £35,000
Median salary % change year-on-year - +7.14% +6.06%
10th Percentile £22,500 £22,500 £24,875
90th Percentile £55,710 £53,550 £42,810
South Wales median annual salary £38,000 £36,000 £35,000
% change year-on-year +5.56% +2.86% -

Python
Job Vacancy Trend in Newport

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

Job vacancy trend for Python in Newport

Python
Salary Trend in Newport

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

Salary trend for Python in Newport

Python
Salary Histogram in Newport

The salary distribution of IT jobs citing Python in Newport over the 6 months to 18 November 2017.

Salary histogram for Python in Newport

For the 6 months to 18 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Newport region with a requirement for Python.

1 28 (84.85%) DevOps
2 19 (57.58%) Agile Software Development
3 18 (54.55%) Java
3 18 (54.55%) SQL
3 18 (54.55%) R
4 16 (48.48%) NoSQL
5 15 (45.45%) Go
6 14 (42.42%) Apache Spark
6 14 (42.42%) CSS3
6 14 (42.42%) Node.js
6 14 (42.42%) Scala
6 14 (42.42%) Hadoop
6 14 (42.42%) SaaS
6 14 (42.42%) PaaS
6 14 (42.42%) Django
6 14 (42.42%) JavaScript
6 14 (42.42%) CSS
6 14 (42.42%) Ruby
6 14 (42.42%) Ruby on Rails
7 13 (39.39%) Linux
7 13 (39.39%) Bash Shell
8 11 (33.33%) Test Automation
8 11 (33.33%) Software Engineering
9 10 (30.30%) WebSphere
9 10 (30.30%) VMware
9 10 (30.30%) IBM HTTP Server
9 10 (30.30%) Windows Server 2003
9 10 (30.30%) WebSphere MQ
9 10 (30.30%) Shell Script
9 10 (30.30%) Windows

Python
Co-occurring IT Skills in Newport 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 14 (42.42%) Apache Spark
2 10 (30.30%) IBM HTTP Server
2 10 (30.30%) WebSphere
3 6 (18.18%) SharePoint
Cloud Services
1 14 (42.42%) PaaS
1 14 (42.42%) SaaS
2 4 (12.12%) Amazon AWS
3 1 (3.03%) Google Cloud Platform
Communications & Networking
1 10 (30.30%) DHCP
1 10 (30.30%) DNS
1 10 (30.30%) HTTP
Database & Business Intelligence
1 16 (48.48%) NoSQL
2 14 (42.42%) Hadoop
3 6 (18.18%) Relational Database
4 1 (3.03%) Apache Cassandra
4 1 (3.03%) Big Data
4 1 (3.03%) Data Mining
4 1 (3.03%) MongoDB
4 1 (3.03%) Neo4j
Development Applications
1 4 (12.12%) Git (software)
1 4 (12.12%) Maven
2 3 (9.09%) Ant
2 3 (9.09%) Jenkins
3 1 (3.03%) Xcode
General
1 7 (21.21%) Advertising
2 2 (6.06%) Finance
Job Titles
1 7 (21.21%) Consultant
1 7 (21.21%) Technical Consultant
2 6 (18.18%) Technical Engineer
2 6 (18.18%) WebSphere Consultant
2 6 (18.18%) WebSphere Engineer
3 5 (15.15%) Developer
3 5 (15.15%) Lead Developer
3 5 (15.15%) Senior Developer
3 5 (15.15%) Software Engineer
4 4 (12.12%) Data Scientist
4 4 (12.12%) Technical Leader
5 3 (9.09%) Analyst
5 3 (9.09%) DevOps Engineer
5 3 (9.09%) Senior DevOps
5 3 (9.09%) Senior DevOps Engineer
5 3 (9.09%) Support Analyst
5 3 (9.09%) Technical Analyst
5 3 (9.09%) Technical Support
5 3 (9.09%) Technical Support Analyst
6 2 (6.06%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 14 (42.42%) CSS
1 14 (42.42%) CSS3
1 14 (42.42%) Django
1 14 (42.42%) Node.js
1 14 (42.42%) Ruby on Rails
2 10 (30.30%) WebSphere MQ
3 8 (24.24%) Middleware
4 4 (12.12%) Web Services
5 3 (9.09%) REST
6 1 (3.03%) AngularJS
6 1 (3.03%) Apache Camel
6 1 (3.03%) Dropwizard
6 1 (3.03%) Java EE
6 1 (3.03%) JMX
6 1 (3.03%) JPA
6 1 (3.03%) LAMP
6 1 (3.03%) Natural Language Processing
6 1 (3.03%) React
6 1 (3.03%) RESTful
6 1 (3.03%) Spring Boot
Miscellaneous
1 10 (30.30%) iSeries
2 4 (12.12%) Computer Science
3 3 (9.09%) Analytical Skills
3 3 (9.09%) Data Structures
3 3 (9.09%) Digital Media
3 3 (9.09%) User Experience
4 1 (3.03%) Algorithms
4 1 (3.03%) Digital TV
4 1 (3.03%) Greenfield Project
4 1 (3.03%) Mobile App
Operating Systems
1 13 (39.39%) Linux
2 10 (30.30%) OS/400
2 10 (30.30%) Windows
2 10 (30.30%) Windows Server
2 10 (30.30%) Windows Server 2003
3 3 (9.09%) CentOS
3 3 (9.09%) Debian
3 3 (9.09%) Ubuntu
Processes & Methodologies
1 28 (84.85%) DevOps
2 19 (57.58%) Agile Software Development
3 11 (33.33%) Software Engineering
3 11 (33.33%) Test Automation
4 10 (30.30%) Performance Tuning
5 9 (27.27%) Coaching
6 6 (18.18%) Continuous Integration
7 5 (15.15%) BDD
7 5 (15.15%) Pair Programming
7 5 (15.15%) TDD
8 4 (12.12%) Data Engineering
8 4 (12.12%) Data Protection
8 4 (12.12%) Machine Learning
8 4 (12.12%) Physics
8 4 (12.12%) Requirements Analysis
8 4 (12.12%) Statistics
9 3 (9.09%) Continuous Delivery
9 3 (9.09%) Dependency Management
9 3 (9.09%) Quantitative Analysis
9 3 (9.09%) Scrum
Programming Languages
1 18 (54.55%) Java
1 18 (54.55%) R
1 18 (54.55%) SQL
2 15 (45.45%) Go
3 14 (42.42%) JavaScript
3 14 (42.42%) Ruby
3 14 (42.42%) Scala
4 13 (39.39%) Bash Shell
5 10 (30.30%) Shell Script
6 3 (9.09%) Groovy
6 3 (9.09%) Perl
7 1 (3.03%) Apple Swift
Qualifications
1 8 (24.24%) VCP5
1 8 (24.24%) VMware Certified Professional (VCP)
2 1 (3.03%) Degree
2 1 (3.03%) PhD
System Software
1 6 (18.18%) VMware Infrastructure
2 4 (12.12%) Docker
3 3 (9.09%) Active Directory
Systems Management
1 3 (9.09%) Ansible
1 3 (9.09%) Terraform
2 1 (3.03%) Kubernetes
Vendors
1 10 (30.30%) IBM
1 10 (30.30%) Microsoft
1 10 (30.30%) Splunk
1 10 (30.30%) VMware
2 3 (9.09%) Red Hat
3 1 (3.03%) Google
3 1 (3.03%) Oracle
3 1 (3.03%) Perforce