Period
to 25 February 2018

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 25 February 2018 with a comparison to the same period in the previous 2 years.

Python
South Wales > Newport
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 25 29 29
Rank change year-on-year +4 0 +10
Permanent jobs citing Python 28 26 22
As % of all permanent IT jobs advertised in Newport 8.54% 6.19% 5.57%
As % of the Programming Languages category 19.72% 13.27% 16.67%
Number of salaries quoted 25 23 21
Newport median annual salary £44,000 £80,000 £35,000
Median salary % change year-on-year -45.00% +128.57% -
10th Percentile £30,050 £40,450 £33,500
90th Percentile £63,250 £85,000 £37,250
South Wales median annual salary £42,500 £40,250 £36,500
% change year-on-year +5.59% +10.27% +4.29%

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 Newport with a requirement for coding skills.

All Programming Languages
Newport
Permanent vacancies with a requirement for coding skills 142 196 132
As % of all permanent IT jobs advertised in Newport 43.29% 46.67% 33.42%
Number of salaries quoted 137 178 117
Newport median annual salary £38,000 £37,500 £35,000
Median salary % change year-on-year +1.33% +7.14% -
10th Percentile £22,750 £23,500 £23,500
90th Percentile £55,349 £53,825 £48,000
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 25 February 2018.

Salary histogram for Python in Newport

For the 6 months to 25 February 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 Newport region with a requirement for Python.

1 19 (67.86%) DevOps
2 15 (53.57%) SQL
3 14 (50.00%) R
4 11 (39.29%) NoSQL
4 11 (39.29%) Linux
4 11 (39.29%) Agile Software Development
5 10 (35.71%) VMware
5 10 (35.71%) IBM HTTP Server
5 10 (35.71%) Windows
5 10 (35.71%) WebSphere
5 10 (35.71%) DHCP
5 10 (35.71%) HTTP
5 10 (35.71%) DNS
5 10 (35.71%) OS/400
5 10 (35.71%) IBM
5 10 (35.71%) Microsoft
5 10 (35.71%) Windows Server 2003
5 10 (35.71%) WebSphere MQ
5 10 (35.71%) Shell Script
5 10 (35.71%) Splunk
5 10 (35.71%) Bash Shell
5 10 (35.71%) iSeries
5 10 (35.71%) Performance Tuning
5 10 (35.71%) Windows Server
6 9 (32.14%) Go
6 9 (32.14%) Hadoop
6 9 (32.14%) Java
7 8 (28.57%) JavaScript
7 8 (28.57%) CSS
7 8 (28.57%) Middleware

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 10 (35.71%) IBM HTTP Server
1 10 (35.71%) WebSphere
2 8 (28.57%) Apache Spark
3 5 (17.86%) SharePoint
4 1 (3.57%) Apache Pig
Cloud Services
1 8 (28.57%) PaaS
1 8 (28.57%) SaaS
Communications & Networking
1 10 (35.71%) DHCP
1 10 (35.71%) DNS
1 10 (35.71%) HTTP
Database & Business Intelligence
1 11 (39.29%) NoSQL
2 9 (32.14%) Hadoop
3 3 (10.71%) Big Data
4 1 (3.57%) Apache Hive
4 1 (3.57%) Data Mining
4 1 (3.57%) MongoDB
4 1 (3.57%) MySQL
4 1 (3.57%) OLAP
4 1 (3.57%) OLAP Cube
4 1 (3.57%) Power BI
4 1 (3.57%) SQL Server
Development Applications
1 1 (3.57%) SonarQube
General
1 7 (25.00%) Advertising
2 2 (7.14%) Finance
3 1 (3.57%) Manufacturing
Job Titles
1 7 (25.00%) Consultant
1 7 (25.00%) Technical Consultant
2 6 (21.43%) Developer
2 6 (21.43%) Technical Engineer
2 6 (21.43%) WebSphere Consultant
2 6 (21.43%) WebSphere Engineer
3 5 (17.86%) Data Scientist
3 5 (17.86%) Lead Developer
3 5 (17.86%) Senior Developer
4 3 (10.71%) Analyst
4 3 (10.71%) Support Analyst
4 3 (10.71%) Technical Analyst
4 3 (10.71%) Technical Leader
4 3 (10.71%) Technical Support
4 3 (10.71%) Technical Support Analyst
5 2 (7.14%) Agile Coach
6 1 (3.57%) DevOps Engineer
6 1 (3.57%) OLAP Developer
6 1 (3.57%) Python Developer
6 1 (3.57%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 10 (35.71%) WebSphere MQ
2 8 (28.57%) CSS
2 8 (28.57%) CSS3
2 8 (28.57%) Django
2 8 (28.57%) Middleware
2 8 (28.57%) Node.js
2 8 (28.57%) Ruby on Rails
3 2 (7.14%) Natural Language Processing
4 1 (3.57%) Pandas
Miscellaneous
1 10 (35.71%) iSeries
2 4 (14.29%) Analytical Skills
2 4 (14.29%) Computer Science
3 3 (10.71%) Data Structures
3 3 (10.71%) User Experience
4 2 (7.14%) Algorithms
5 1 (3.57%) e-Learning
5 1 (3.57%) Management Information System
Operating Systems
1 11 (39.29%) Linux
2 10 (35.71%) OS/400
2 10 (35.71%) Windows
2 10 (35.71%) Windows Server
2 10 (35.71%) Windows Server 2003
3 1 (3.57%) Unix
Processes & Methodologies
1 19 (67.86%) DevOps
2 11 (39.29%) Agile Software Development
3 10 (35.71%) Performance Tuning
4 8 (28.57%) Coaching
4 8 (28.57%) Test Automation
5 6 (21.43%) Data Science
6 5 (17.86%) Machine Learning
6 5 (17.86%) Software Engineering
7 4 (14.29%) Analytics
7 4 (14.29%) Data Analytics
7 4 (14.29%) Data Engineering
7 4 (14.29%) Statistics
8 3 (10.71%) Actionable Insight
8 3 (10.71%) Business Forecasting
8 3 (10.71%) Data Protection
8 3 (10.71%) Physics
8 3 (10.71%) Quantitative Analysis
8 3 (10.71%) Quantitative Research
9 2 (7.14%) Data Analysis
9 2 (7.14%) Waterfall
Programming Languages
1 15 (53.57%) SQL
2 14 (50.00%) R
3 10 (35.71%) Bash Shell
3 10 (35.71%) Shell Script
4 9 (32.14%) Go
4 9 (32.14%) Java
5 8 (28.57%) JavaScript
5 8 (28.57%) Ruby
5 8 (28.57%) Scala
6 2 (7.14%) Perl
7 1 (3.57%) VBA
Qualifications
1 8 (28.57%) VCP5
1 8 (28.57%) VMware Certified Professional (VCP)
2 2 (7.14%) Degree
3 1 (3.57%) Computer Science Degree
Quality Assurance & Compliance
1 2 (7.14%) ISO 9001
1 2 (7.14%) QA
System Software
1 6 (21.43%) VMware Infrastructure
2 3 (10.71%) Active Directory
Vendors
1 10 (35.71%) IBM
1 10 (35.71%) Microsoft
1 10 (35.71%) Splunk
1 10 (35.71%) VMware
2 1 (3.57%) Coverity