Period
to 20 February 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 20 February 2018 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Warwickshire
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 50 28 89
Rank change year-on-year -22 +61 +12
Permanent jobs citing Python 48 94 36
As % of all permanent IT jobs advertised in Warwickshire 4.03% 8.25% 2.44%
As % of the Programming Languages category 8.33% 16.35% 4.77%
Number of salaries quoted 37 79 21
Warwickshire median annual salary £39,000 £40,000 £57,500
Median salary % change year-on-year -2.50% -30.43% +76.92%
10th Percentile £24,250 £26,450 £19,750
90th Percentile £71,250 £52,500 £61,250
West Midlands median annual salary £42,500 £45,000 £37,500
% change year-on-year -5.56% +20.00% +7.14%

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 576 575 755
As % of all permanent IT jobs advertised in Warwickshire 48.36% 50.48% 51.26%
Number of salaries quoted 522 477 585
Warwickshire median annual salary £37,500 £37,500 £40,000
Median salary % change year-on-year - -6.25% -
10th Percentile £24,000 £22,900 £25,250
90th Percentile £57,000 £58,750 £58,750
West Midlands median annual salary £40,000 £40,000 £40,000

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 20 February 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 20 February 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 -23 9 £31,750 -20.63% 3
Gaydon - 7 £37,500 -
Alcester - 7 - -
Nuneaton -5 4 £42,000 +13.51%
Leamington Spa -7 1 £42,500 -5.56%
Stratford-upon-Avon - 1 £47,500 -
Atherstone - 1 - -
Python
West Midlands

For the 6 months to 20 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 Warwickshire region with a requirement for Python.

1 22 (45.83%) SQL
2 19 (39.58%) R
3 18 (37.50%) Degree
4 17 (35.42%) PHP
5 15 (31.25%) Analytics
6 14 (29.17%) Analytical Skills
7 13 (27.08%) Computer Science
8 12 (25.00%) Web Development
8 12 (25.00%) Machine Learning
8 12 (25.00%) JavaScript
9 11 (22.92%) Linux
9 11 (22.92%) SPSS
9 11 (22.92%) Computer Science Degree
10 10 (20.83%) C++
11 9 (18.75%) Java
11 9 (18.75%) MVC
11 9 (18.75%) Big Data
11 9 (18.75%) Microsoft Azure
12 8 (16.67%) MySQL
12 8 (16.67%) Microsoft
12 8 (16.67%) Windows
13 7 (14.58%) Cognos
13 7 (14.58%) SAS
13 7 (14.58%) IBM
13 7 (14.58%) C
13 7 (14.58%) Information Management
13 7 (14.58%) Spring
13 7 (14.58%) Data Analytics
13 7 (14.58%) Node.js
13 7 (14.58%) NoSQL

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 7 (14.58%) SAS
2 2 (4.17%) Apache Spark
Applications
1 11 (22.92%) SPSS
2 1 (2.08%) Houdini
2 1 (2.08%) Maya
2 1 (2.08%) MS Visio
2 1 (2.08%) ZBrush
Cloud Services
1 9 (18.75%) Microsoft Azure
2 7 (14.58%) Azure Data Factory
3 6 (12.50%) Amazon AWS
4 4 (8.33%) Azure Machine Learning
5 3 (6.25%) Google Cloud Platform
6 2 (4.17%) GitHub
7 1 (2.08%) Office 365
Communications & Networking
1 3 (6.25%) DHCP
1 3 (6.25%) DNS
2 1 (2.08%) Skype
Database & Business Intelligence
1 9 (18.75%) Big Data
2 8 (16.67%) MySQL
3 7 (14.58%) NoSQL
4 4 (8.33%) DataStage
4 4 (8.33%) Power BI
4 4 (8.33%) SQL Server
4 4 (8.33%) SQL Server Integration Services
5 3 (6.25%) BigQuery
5 3 (6.25%) SAS Enterprise Guide
6 2 (4.17%) Hadoop
Development Applications
1 2 (4.17%) Atlassian Bamboo
1 2 (4.17%) Bitbucket
1 2 (4.17%) JIRA
1 2 (4.17%) Ranorex
1 2 (4.17%) Selenium
General
1 4 (8.33%) Marketing
2 3 (6.25%) Aerospace
2 3 (6.25%) Automotive
3 2 (4.17%) Games
3 2 (4.17%) Telecoms
Job Titles
1 26 (54.17%) Developer
2 11 (22.92%) Analyst
3 8 (16.67%) Big Data Developer
4 7 (14.58%) Architect
4 7 (14.58%) Junior
4 7 (14.58%) Junior Developer
4 7 (14.58%) Technical Architect
4 7 (14.58%) Web Developer
5 6 (12.50%) SQL Developer
6 5 (10.42%) Graduate
7 4 (8.33%) Marketing Analyst
7 4 (8.33%) Python Developer
8 3 (6.25%) C Developer
8 3 (6.25%) C++ Developer
8 3 (6.25%) Data Analyst
8 3 (6.25%) Data Scientist
8 3 (6.25%) Senior Architect
8 3 (6.25%) Senior C Developer
8 3 (6.25%) Senior SQL Developer
8 3 (6.25%) Technical Developer
Libraries, Frameworks & Software Standards
1 7 (14.58%) Node.js
1 7 (14.58%) Spring
1 7 (14.58%) Spring Security
2 6 (12.50%) CSS
2 6 (12.50%) HTML
2 6 (12.50%) Web Services
3 3 (6.25%) AngularJS
4 2 (4.17%) .NET
4 2 (4.17%) ASP.NET
4 2 (4.17%) jQuery
4 2 (4.17%) KnockoutJS
4 2 (4.17%) Twitter Bootstrap
5 1 (2.08%) Django
5 1 (2.08%) Elastic Stack
5 1 (2.08%) Flask
5 1 (2.08%) Symfony
5 1 (2.08%) Unreal Engine
Miscellaneous
1 14 (29.17%) Analytical Skills
2 13 (27.08%) Computer Science
3 3 (6.25%) Algorithms
3 3 (6.25%) Data Centre
3 3 (6.25%) Embedded Systems
3 3 (6.25%) Infotainment
4 1 (2.08%) 3D Graphics
4 1 (2.08%) Blog
4 1 (2.08%) Mobile Games
Operating Systems
1 11 (22.92%) Linux
2 8 (16.67%) Windows
3 7 (14.58%) Mac OS
4 3 (6.25%) Red Hat Enterprise Linux
5 1 (2.08%) Windows Server
Processes & Methodologies
1 15 (31.25%) Analytics
2 12 (25.00%) Machine Learning
2 12 (25.00%) Web Development
3 9 (18.75%) MVC
4 7 (14.58%) Data Analytics
4 7 (14.58%) Information Management
5 6 (12.50%) Stakeholder Management
6 4 (8.33%) Actionable Insight
6 4 (8.33%) Business Intelligence
6 4 (8.33%) Mathematics
6 4 (8.33%) SDLC
6 4 (8.33%) Technical Architecture
7 3 (6.25%) Artificial Intelligence
7 3 (6.25%) Continuous Improvement
7 3 (6.25%) Data Analysis
7 3 (6.25%) Data Science
7 3 (6.25%) Operations Research
7 3 (6.25%) People Management
7 3 (6.25%) Physics
7 3 (6.25%) TOGAF
Programming Languages
1 22 (45.83%) SQL
2 19 (39.58%) R
3 17 (35.42%) PHP
4 12 (25.00%) JavaScript
5 10 (20.83%) C++
6 9 (18.75%) Java
7 7 (14.58%) C
8 4 (8.33%) Bash Shell
9 3 (6.25%) C#
9 3 (6.25%) PowerShell
10 2 (4.17%) VB.NET
11 1 (2.08%) HLSL
11 1 (2.08%) Perl
11 1 (2.08%) PHP 5
Qualifications
1 18 (37.50%) Degree
2 11 (22.92%) Computer Science Degree
3 3 (6.25%) Microsoft Certification
3 3 (6.25%) PhD
4 1 (2.08%) Numerate Degree
Quality Assurance & Compliance
1 2 (4.17%) QA
Systems Management
1 1 (2.08%) SCCM
Vendors
1 8 (16.67%) Microsoft
2 7 (14.58%) Cognos
2 7 (14.58%) IBM
3 3 (6.25%) Google
3 3 (6.25%) MathWorks
3 3 (6.25%) Red Hat
3 3 (6.25%) Tableau