Period
to 22 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Warwickshire
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 39 36 24
Rank change year-on-year -3 -12 +83
Permanent jobs citing Python 34 86 115
As % of all permanent IT jobs advertised in Warwickshire 4.33% 6.87% 9.11%
As % of the Programming Languages category 11.07% 11.70% 16.99%
Number of salaries quoted 18 84 90
Warwickshire median annual salary £32,500 £38,750 £45,000
Median salary % change year-on-year -16.13% -13.89% +80.00%
10th Percentile £21,000 £22,750 £31,125
90th Percentile £46,250 £71,250 £62,500
West Midlands median annual salary £50,000 £40,000 £38,500
% change year-on-year +25.00% +3.90% -3.75%

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 Warwickshire with a requirement for coding skills.

All Programming Languages
Warwickshire
Permanent vacancies with a requirement for coding skills 307 735 677
As % of all permanent IT jobs advertised in Warwickshire 39.06% 58.71% 53.65%
Number of salaries quoted 266 696 529
Warwickshire median annual salary £40,000 £34,500 £38,500
Median salary % change year-on-year +15.94% -10.39% +6.94%
10th Percentile £23,500 £22,500 £23,500
90th Percentile £77,500 £53,750 £57,500
West Midlands median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -

Python
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for Python in Warwickshire

Python
Salary Trend in Warwickshire

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

Salary trend for Python in Warwickshire

Python
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Python in Warwickshire over the 6 months to 22 September 2018.

Salary histogram for Python in Warwickshire

Python
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Warwickshire region over the 6 months to 22 September 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
Leamington Spa +11 11 £22,000 -26.67% 1
Warwick +8 10 - - 6
Gaydon 0 4 £42,000 +12.00%
Southam - 2 £31,500 -
Stratford-upon-Avon - 2 £32,500 -
Nuneaton -3 1 £42,500 +2.41% 2
Python
West Midlands

For the 6 months to 22 September 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 Warwickshire region with a requirement for Python.

1 25 (73.53%) SQL
2 17 (50.00%) Degree
3 16 (47.06%) HTML
4 15 (44.12%) JavaScript
4 15 (44.12%) Computer Science
5 14 (41.18%) Agile Software Development
6 12 (35.29%) Finance
6 12 (35.29%) CSS
6 12 (35.29%) Web Development
6 12 (35.29%) SDLC
7 10 (29.41%) Wealth Management
7 10 (29.41%) C++
8 9 (26.47%) Java
9 8 (23.53%) C#
9 8 (23.53%) Perl
9 8 (23.53%) XML
9 8 (23.53%) R
9 8 (23.53%) Web Application Development
10 7 (20.59%) Game Development
10 7 (20.59%) Games
11 6 (17.65%) Statistics
11 6 (17.65%) Google
11 6 (17.65%) Software Engineering
11 6 (17.65%) Machine Learning
11 6 (17.65%) Actionable Insight
11 6 (17.65%) Data Science
12 5 (14.71%) Computer Science Degree
12 5 (14.71%) Front End Development
12 5 (14.71%) Data Visualisation
12 5 (14.71%) Performance Monitoring

Python
Co-occurring IT Skills in Warwickshire 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 2 (5.88%) Apache Spark
2 1 (2.94%) SAS
Applications
1 2 (5.88%) Microsoft Excel
1 2 (5.88%) Microsoft PowerPoint
2 1 (2.94%) SPSS
Cloud Services
1 2 (5.88%) Amazon AWS
Database & Business Intelligence
1 4 (11.76%) Big Data
1 4 (11.76%) Data Mining
1 4 (11.76%) GIS
1 4 (11.76%) PostgreSQL
2 2 (5.88%) Amazon QuickSight
2 2 (5.88%) Apache Hive
2 2 (5.88%) Hadoop
2 2 (5.88%) MySQL
2 2 (5.88%) NoSQL
2 2 (5.88%) Power BI
2 2 (5.88%) QlikView
2 2 (5.88%) Redis
3 1 (2.94%) SAS Enterprise Guide
Development Applications
1 3 (8.82%) Git (software)
2 2 (5.88%) Android Studio
2 2 (5.88%) JIRA
2 2 (5.88%) JIRA Agile
2 2 (5.88%) Maven
3 1 (2.94%) Team Foundation Server
3 1 (2.94%) Visual Studio
General
1 12 (35.29%) Finance
2 7 (20.59%) Games
3 5 (14.71%) Marketing
4 4 (11.76%) Automotive
5 2 (5.88%) Retail
6 1 (2.94%) Manufacturing
Job Titles
1 21 (61.76%) Developer
2 8 (23.53%) HTML CSS Developer
2 8 (23.53%) HTML Developer
2 8 (23.53%) Java Developer
2 8 (23.53%) JavaScript Developer
3 6 (17.65%) Data Scientist
3 6 (17.65%) Graduate
4 5 (14.71%) Graduate Developer
4 5 (14.71%) Junior
4 5 (14.71%) Python Developer
5 4 (11.76%) Analyst
5 4 (11.76%) Graduate Software Developer
5 4 (11.76%) Junior Developer
5 4 (11.76%) PostgreSQL Developer
5 4 (11.76%) Software Developer
5 4 (11.76%) SQL Developer
6 3 (8.82%) Data Analyst
6 3 (8.82%) Junior Software Developer
6 3 (8.82%) Software Engineering Graduate
6 3 (8.82%) Tools Developer
Libraries, Frameworks & Software Standards
1 16 (47.06%) HTML
2 12 (35.29%) CSS
3 8 (23.53%) XML
4 4 (11.76%) Google Maps API
5 3 (8.82%) AngularJS
6 2 (5.88%) Android SDK
6 2 (5.88%) CSS3
6 2 (5.88%) HTML5
6 2 (5.88%) jQuery
6 2 (5.88%) LAMP
6 2 (5.88%) Material Design
6 2 (5.88%) Node.js
6 2 (5.88%) REST
6 2 (5.88%) Web Services
7 1 (2.94%) .NET
7 1 (2.94%) WPF
Miscellaneous
1 15 (44.12%) Computer Science
2 5 (14.71%) Algorithms
3 4 (11.76%) Fintech
3 4 (11.76%) Management Information System
4 3 (8.82%) Analytical Skills
5 2 (5.88%) Mobile App
6 1 (2.94%) Blog
6 1 (2.94%) Infotainment
Operating Systems
1 5 (14.71%) Linux
1 5 (14.71%) Windows
2 2 (5.88%) Android
Processes & Methodologies
1 14 (41.18%) Agile Software Development
2 12 (35.29%) SDLC
2 12 (35.29%) Web Development
3 10 (29.41%) Wealth Management
4 8 (23.53%) Web Application Development
5 7 (20.59%) Game Development
6 6 (17.65%) Actionable Insight
6 6 (17.65%) Data Science
6 6 (17.65%) Machine Learning
6 6 (17.65%) Software Engineering
6 6 (17.65%) Statistics
7 5 (14.71%) Data Analysis
7 5 (14.71%) Data Validation
7 5 (14.71%) Front End Development
7 5 (14.71%) Performance Monitoring
7 5 (14.71%) Unit Testing
7 5 (14.71%) Validation
7 5 (14.71%) Visualisation
7 5 (14.71%) Web Design
7 5 (14.71%) Workflow
Programming Languages
1 25 (73.53%) SQL
2 15 (44.12%) JavaScript
3 10 (29.41%) C++
4 9 (26.47%) Java
5 8 (23.53%) C#
5 8 (23.53%) Perl
5 8 (23.53%) R
6 5 (14.71%) MATLAB
6 5 (14.71%) Ruby
7 4 (11.76%) Bash Shell
7 4 (11.76%) PHP
8 3 (8.82%) C
9 2 (5.88%) Kotlin
10 1 (2.94%) F#
10 1 (2.94%) TypeScript
Qualifications
1 17 (50.00%) Degree
2 5 (14.71%) Computer Science Degree
2 5 (14.71%) PhD
3 1 (2.94%) Master's Degree
Quality Assurance & Compliance
1 2 (5.88%) Data Quality
Vendors
1 6 (17.65%) Google
2 2 (5.88%) Microsoft
2 2 (5.88%) Tableau