Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Warwickshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 38 28 100
Rank change year-on-year -10 +72 -1
Permanent jobs citing Python 80 101 12
As % of all permanent IT jobs advertised in Warwickshire 6.33% 8.64% 0.84%
As % of the Programming Languages category 11.36% 15.98% 1.52%
Number of salaries quoted 78 83 10
Warwickshire median annual salary £40,000 £40,000 £23,500
Median salary % change year-on-year - +70.21% -27.69%
10th Percentile £21,250 £26,900 £19,750
90th Percentile £71,250 £53,500 £34,250
West Midlands median annual salary £42,000 £40,000 £40,000
% change year-on-year +5.00% - +14.29%

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 Warwickshire with a requirement for coding skills.

All Programming Languages
Warwickshire
Permanent vacancies with a requirement for coding skills 704 632 790
As % of all permanent IT jobs advertised in Warwickshire 55.70% 54.06% 55.24%
Number of salaries quoted 672 510 691
Warwickshire median annual salary £35,000 £37,500 £37,500
Median salary % change year-on-year -6.67% - -1.32%
10th Percentile £23,750 £23,500 £23,500
90th Percentile £56,250 £57,500 £53,750
West Midlands median annual salary £40,000 £37,500 £37,500
% change year-on-year +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 24 November 2017.

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 24 November 2017. 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 -13 29 £37,500 +15.38%
Nuneaton -1 9 £41,500 +12.16%
Leamington Spa -19 5 £30,000 -20.00%
Gaydon - 3 £37,500 -
Stratford-upon-Avon -4 1 £47,500 +5.56%
Atherstone - 1 - - 1
Python
West Midlands

For the 6 months to 24 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 Warwickshire region with a requirement for Python.

1 53 (66.25%) SQL
2 36 (45.00%) R
3 30 (37.50%) JavaScript
4 27 (33.75%) Machine Learning
5 25 (31.25%) C++
6 23 (28.75%) PHP
7 22 (27.50%) CSS
7 22 (27.50%) HTML
8 19 (23.75%) Analytics
8 19 (23.75%) Web Development
8 19 (23.75%) Analytical Skills
9 18 (22.50%) SPSS
10 16 (20.00%) Amazon AWS
11 15 (18.75%) Big Data
11 15 (18.75%) Degree
11 15 (18.75%) Web Services
12 14 (17.50%) C
12 14 (17.50%) SAS
12 14 (17.50%) NoSQL
13 13 (16.25%) Microsoft Azure
13 13 (16.25%) Django
13 13 (16.25%) C#
13 13 (16.25%) MySQL
14 12 (15.00%) .NET
14 12 (15.00%) Java
14 12 (15.00%) Node.js
15 11 (13.75%) Marketing
15 11 (13.75%) IBM
15 11 (13.75%) PhD
16 10 (12.50%) Twitter Bootstrap

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 14 (17.50%) SAS
2 3 (3.75%) Apache Spark
3 2 (2.50%) ArcGIS
Applications
1 18 (22.50%) SPSS
2 1 (1.25%) Houdini
2 1 (1.25%) Maya
2 1 (1.25%) Microsoft Excel
2 1 (1.25%) ZBrush
Cloud Services
1 16 (20.00%) Amazon AWS
2 13 (16.25%) Microsoft Azure
3 10 (12.50%) Azure Data Factory
3 10 (12.50%) GitHub
4 4 (5.00%) Azure Machine Learning
Communications & Networking
1 6 (7.50%) Skype
2 1 (1.25%) Bluetooth
2 1 (1.25%) HTTP
2 1 (1.25%) Wireless
2 1 (1.25%) ZigBee
Database & Business Intelligence
1 15 (18.75%) Big Data
2 14 (17.50%) NoSQL
3 13 (16.25%) MySQL
4 9 (11.25%) SAS Enterprise Guide
5 6 (7.50%) SQL Server
6 5 (6.25%) DataStage
6 5 (6.25%) Hadoop
7 4 (5.00%) Power BI
7 4 (5.00%) SQL Server Integration Services
8 1 (1.25%) BusinessObjects
8 1 (1.25%) BusinessObjects XI
8 1 (1.25%) IBM InfoSphere
Development Applications
1 10 (12.50%) Atlassian Bamboo
1 10 (12.50%) Bitbucket
1 10 (12.50%) JIRA
2 6 (7.50%) Git (software)
3 3 (3.75%) Ranorex
3 3 (3.75%) Selenium
General
1 11 (13.75%) Marketing
2 5 (6.25%) Finance
3 2 (2.50%) Electronics
4 1 (1.25%) Games
Job Titles
1 46 (57.50%) Developer
2 22 (27.50%) Analyst
3 18 (22.50%) Python Developer
4 12 (15.00%) Architect
4 12 (15.00%) Junior
4 12 (15.00%) Junior Developer
4 12 (15.00%) Technical Architect
5 11 (13.75%) Big Data Developer
5 11 (13.75%) Data Scientist
5 11 (13.75%) Graduate
5 11 (13.75%) SQL Developer
6 9 (11.25%) Data Analyst
6 9 (11.25%) Marketing Analyst
7 8 (10.00%) C Developer
7 8 (10.00%) C/C++ Developer
7 8 (10.00%) C++ Developer
8 7 (8.75%) AWS Architect
8 7 (8.75%) AWS Developer
8 7 (8.75%) Senior C Developer
8 7 (8.75%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 22 (27.50%) CSS
1 22 (27.50%) HTML
2 15 (18.75%) Web Services
3 13 (16.25%) Django
4 12 (15.00%) .NET
4 12 (15.00%) Node.js
5 10 (12.50%) ASP.NET
5 10 (12.50%) jQuery
5 10 (12.50%) KnockoutJS
5 10 (12.50%) Twitter Bootstrap
6 8 (10.00%) Flask
7 7 (8.75%) AngularJS
8 4 (5.00%) Scrapy
9 1 (1.25%) Beautiful Soup
9 1 (1.25%) Elastic Stack
9 1 (1.25%) scikit-learn
9 1 (1.25%) Symfony
9 1 (1.25%) TensorFlow
9 1 (1.25%) Theano
9 1 (1.25%) Unreal Engine
Miscellaneous
1 19 (23.75%) Analytical Skills
2 6 (7.50%) Computer Science
3 2 (2.50%) Algorithms
3 2 (2.50%) Embedded Systems
4 1 (1.25%) 3D Graphics
4 1 (1.25%) Blog
4 1 (1.25%) Data Structures
4 1 (1.25%) Mobile App
Operating Systems
1 1 (1.25%) Android
1 1 (1.25%) Apple iOS
1 1 (1.25%) Linux
Processes & Methodologies
1 27 (33.75%) Machine Learning
2 19 (23.75%) Analytics
2 19 (23.75%) Web Development
3 10 (12.50%) Information Management
3 10 (12.50%) MVC
3 10 (12.50%) MVVM
3 10 (12.50%) OO
4 9 (11.25%) Actionable Insight
4 9 (11.25%) Data Analytics
5 8 (10.00%) Stakeholder Management
6 7 (8.75%) Data Analysis
7 6 (7.50%) Cybersecurity
8 5 (6.25%) Business Intelligence
8 5 (6.25%) Penetration Testing
8 5 (6.25%) Risk Management
8 5 (6.25%) SDLC
8 5 (6.25%) Technical Architecture
9 4 (5.00%) Test Automation
10 3 (3.75%) Software Testing
10 3 (3.75%) Test Strategy
Programming Languages
1 53 (66.25%) SQL
2 36 (45.00%) R
3 30 (37.50%) JavaScript
4 25 (31.25%) C++
5 23 (28.75%) PHP
6 14 (17.50%) C
7 13 (16.25%) C#
8 12 (15.00%) Java
9 10 (12.50%) VB.NET
10 1 (1.25%) Bash Shell
10 1 (1.25%) HLSL
10 1 (1.25%) Perl
10 1 (1.25%) PHP 5
10 1 (1.25%) VBA
Qualifications
1 15 (18.75%) Degree
2 11 (13.75%) PhD
3 4 (5.00%) Master's Degree
4 1 (1.25%) Computer Science Degree
Quality Assurance & Compliance
1 3 (3.75%) QA
2 2 (2.50%) Data Quality
Vendors
1 11 (13.75%) IBM
2 10 (12.50%) Cognos
3 5 (6.25%) Microsoft
4 2 (2.50%) Google
5 1 (1.25%) Tableau