Period
to 18 November 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 18 November 2018 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Warwickshire
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 47 41 32
Rank change year-on-year -6 -9 +73
Permanent jobs citing Python 25 82 99
As % of all permanent IT jobs advertised in Warwickshire 3.54% 6.46% 8.28%
As % of the Programming Languages category 9.06% 11.47% 15.30%
Number of salaries quoted 16 80 81
Warwickshire median annual salary £33,750 £40,000 £40,000
Median salary % change year-on-year -15.63% - +81.82%
10th Percentile £23,875 £21,250 £26,500
90th Percentile £50,625 £71,250 £53,750
West Midlands median annual salary £47,500 £42,500 £40,000
% change year-on-year +11.76% +6.25% -

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 276 715 647
As % of all permanent IT jobs advertised in Warwickshire 39.09% 56.30% 54.14%
Number of salaries quoted 226 681 519
Warwickshire median annual salary £40,000 £35,000 £37,500
Median salary % change year-on-year +14.29% -6.67% -
10th Percentile £26,000 £23,250 £23,500
90th Percentile £62,250 £56,250 £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 18 November 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 18 November 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
Warwick +6 10 £28,500 -24.00% 4
Gaydon -1 4 £42,000 +12.00%
Leamington Spa +11 3 £22,000 -26.67%
Stratford-upon-Avon +3 2 £32,500 -31.58%
Southam - 2 £31,500 -
Nuneaton -6 1 £42,500 +2.41% 1
Python
West Midlands

For the 6 months to 18 November 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 19 (76.00%) SQL
2 13 (52.00%) JavaScript
3 12 (48.00%) Agile Software Development
3 12 (48.00%) SDLC
4 11 (44.00%) HTML
5 10 (40.00%) CSS
5 10 (40.00%) Degree
6 9 (36.00%) Wealth Management
6 9 (36.00%) Fintech
7 8 (32.00%) Time Management
7 8 (32.00%) Web Application Development
7 8 (32.00%) PostgreSQL
7 8 (32.00%) Finance
8 7 (28.00%) C#
9 5 (20.00%) Perl
9 5 (20.00%) Unit Testing
9 5 (20.00%) Computer Science
10 4 (16.00%) Amazon AWS
10 4 (16.00%) Bash Shell
10 4 (16.00%) NoSQL
10 4 (16.00%) Machine Learning
10 4 (16.00%) Big Data
10 4 (16.00%) C++
10 4 (16.00%) Linux
10 4 (16.00%) Automotive
10 4 (16.00%) OO
10 4 (16.00%) Software Engineering
11 3 (12.00%) Ruby
11 3 (12.00%) Workflow
11 3 (12.00%) Google

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 (8.00%) Apache Spark
2 1 (4.00%) SAS
Applications
1 2 (8.00%) Microsoft Excel
1 2 (8.00%) Microsoft PowerPoint
2 1 (4.00%) SPSS
Cloud Services
1 4 (16.00%) Amazon AWS
2 2 (8.00%) IaaS
2 2 (8.00%) IBM Cloud
2 2 (8.00%) Microsoft Azure
2 2 (8.00%) PaaS
Database & Business Intelligence
1 8 (32.00%) PostgreSQL
2 4 (16.00%) Big Data
2 4 (16.00%) NoSQL
3 2 (8.00%) Amazon QuickSight
3 2 (8.00%) Apache Hive
3 2 (8.00%) Hadoop
3 2 (8.00%) Power BI
3 2 (8.00%) QlikView
4 1 (4.00%) GIS
4 1 (4.00%) SAS Enterprise Guide
Development Applications
1 3 (12.00%) Git (software)
2 2 (8.00%) Android Studio
2 2 (8.00%) JIRA
2 2 (8.00%) JIRA Agile
2 2 (8.00%) JSUnit
2 2 (8.00%) Maven
2 2 (8.00%) Mocha
2 2 (8.00%) Sinon.JS
3 1 (4.00%) Team Foundation Server
3 1 (4.00%) Visual Studio
General
1 8 (32.00%) Finance
2 4 (16.00%) Automotive
3 3 (12.00%) Marketing
4 2 (8.00%) Games
4 2 (8.00%) Retail
5 1 (4.00%) Manufacturing
Job Titles
1 16 (64.00%) Developer
2 9 (36.00%) Python Developer
3 8 (32.00%) HTML CSS Developer
3 8 (32.00%) HTML Developer
3 8 (32.00%) JavaScript Developer
3 8 (32.00%) PostgreSQL Developer
3 8 (32.00%) SQL Developer
4 2 (8.00%) Android Developer
4 2 (8.00%) Artificial Intelligence Developer
4 2 (8.00%) Automation Engineer
4 2 (8.00%) Build Engineer
4 2 (8.00%) C# Developer
4 2 (8.00%) Data Scientist
4 2 (8.00%) Graduate
4 2 (8.00%) Java Android Developer
4 2 (8.00%) Java Developer
4 2 (8.00%) Software Engineer
5 1 (4.00%) Junior
5 1 (4.00%) Software Developer
5 1 (4.00%) Tester
Libraries, Frameworks & Software Standards
1 11 (44.00%) HTML
2 10 (40.00%) CSS
3 3 (12.00%) AngularJS
4 2 (8.00%) Android SDK
4 2 (8.00%) Chai
4 2 (8.00%) LESS
4 2 (8.00%) Material Design
4 2 (8.00%) Node.js
4 2 (8.00%) React
4 2 (8.00%) REST
4 2 (8.00%) TensorFlow
4 2 (8.00%) Web Services
5 1 (4.00%) .NET
5 1 (4.00%) Google Maps API
5 1 (4.00%) WPF
5 1 (4.00%) XML
Miscellaneous
1 9 (36.00%) Fintech
2 5 (20.00%) Computer Science
3 3 (12.00%) Analytical Skills
4 2 (8.00%) Algorithms
4 2 (8.00%) Mobile App
4 2 (8.00%) Robotics
5 1 (4.00%) Infotainment
5 1 (4.00%) Management Information System
Operating Systems
1 4 (16.00%) Linux
2 2 (8.00%) Android
2 2 (8.00%) Windows
3 1 (4.00%) Unix
Processes & Methodologies
1 12 (48.00%) Agile Software Development
1 12 (48.00%) SDLC
2 9 (36.00%) Wealth Management
3 8 (32.00%) Time Management
3 8 (32.00%) Web Application Development
4 5 (20.00%) Unit Testing
5 4 (16.00%) Machine Learning
5 4 (16.00%) OO
5 4 (16.00%) Software Engineering
6 3 (12.00%) Analytics
6 3 (12.00%) Web Development
6 3 (12.00%) Workflow
7 2 (8.00%) Continuous Integration
7 2 (8.00%) E-Commerce
7 2 (8.00%) Integration Testing
7 2 (8.00%) Scrum
7 2 (8.00%) Statistics
7 2 (8.00%) TDD
7 2 (8.00%) Validation
7 2 (8.00%) Web Design
Programming Languages
1 19 (76.00%) SQL
2 13 (52.00%) JavaScript
3 7 (28.00%) C#
4 5 (20.00%) Perl
5 4 (16.00%) Bash Shell
5 4 (16.00%) C++
6 3 (12.00%) Java
6 3 (12.00%) R
6 3 (12.00%) Ruby
7 2 (8.00%) C
7 2 (8.00%) Kotlin
7 2 (8.00%) PHP
8 1 (4.00%) F#
8 1 (4.00%) TypeScript
Qualifications
1 10 (40.00%) Degree
2 2 (8.00%) Computer Science Degree
Quality Assurance & Compliance
1 2 (8.00%) Data Quality
Vendors
1 3 (12.00%) Google
2 2 (8.00%) IBM
2 2 (8.00%) Microsoft
2 2 (8.00%) Tableau