Period
to 27 May 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 27 May 2018 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Warwickshire
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 48 46 51
Rank change year-on-year -2 +5 +34
Permanent jobs citing Python 41 56 95
As % of all permanent IT jobs advertised in Warwickshire 3.81% 4.73% 6.48%
As % of the Programming Languages category 8.97% 9.36% 12.47%
Number of salaries quoted 16 47 61
Warwickshire median annual salary £38,250 £37,000 £57,500
Median salary % change year-on-year +3.38% -35.65% +39.39%
10th Percentile £21,000 £27,500 £31,250
90th Percentile £47,500 £52,500 £62,500
West Midlands median annual salary £45,000 £40,000 £47,500
% change year-on-year +12.50% -15.79% +18.75%

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 457 598 762
As % of all permanent IT jobs advertised in Warwickshire 42.47% 50.46% 51.98%
Number of salaries quoted 395 524 547
Warwickshire median annual salary £37,500 £35,000 £42,500
Median salary % change year-on-year +7.14% -17.65% +6.25%
10th Percentile £26,000 £22,500 £26,050
90th Percentile £57,500 £53,750 £61,250
West Midlands median annual salary £41,000 £40,000 £40,000
% change year-on-year +2.50% - +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 27 May 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 27 May 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 +13 12 £22,000 -26.67% 2
Warwick -7 11 - - 2
Alcester - 7 - -
Gaydon - 5 £34,000 -
Nuneaton -3 3 £42,500 +14.86%
Python
West Midlands

For the 6 months to 27 May 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 26 (63.41%) Computer Science
2 24 (58.54%) Degree
3 21 (51.22%) SQL
4 18 (43.90%) Web Development
5 16 (39.02%) Java
6 14 (34.15%) Problem-Solving
7 13 (31.71%) Computer Science Degree
7 13 (31.71%) HTML
7 13 (31.71%) R
8 12 (29.27%) Linux
9 11 (26.83%) Windows
10 10 (24.39%) CSS
10 10 (24.39%) JavaScript
10 10 (24.39%) Finance
10 10 (24.39%) Agile Software Development
10 10 (24.39%) Actionable Insight
11 9 (21.95%) Games
11 9 (21.95%) PHP
11 9 (21.95%) Machine Learning
12 8 (19.51%) Analytics
12 8 (19.51%) Wealth Management
13 7 (17.07%) Spring Security
13 7 (17.07%) Mac OS
13 7 (17.07%) Performance Monitoring
13 7 (17.07%) Game Development
13 7 (17.07%) MATLAB
13 7 (17.07%) XML
13 7 (17.07%) PhD
13 7 (17.07%) MVC
13 7 (17.07%) Data Analysis

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 3 (7.32%) SAS
Applications
1 3 (7.32%) SPSS
2 1 (2.44%) MS Visio
Cloud Services
1 3 (7.32%) Google Cloud Platform
2 1 (2.44%) Office 365
Communications & Networking
1 3 (7.32%) DHCP
1 3 (7.32%) DNS
Database & Business Intelligence
1 6 (14.63%) Data Mining
2 3 (7.32%) BigQuery
2 3 (7.32%) GIS
3 2 (4.88%) Big Data
3 2 (4.88%) MySQL
3 2 (4.88%) Redis
3 2 (4.88%) SAS Enterprise Guide
General
1 10 (24.39%) Finance
2 9 (21.95%) Games
3 5 (12.20%) Marketing
4 3 (7.32%) Aerospace
4 3 (7.32%) Automotive
5 2 (4.88%) Telecoms
Job Titles
1 24 (58.54%) Developer
2 9 (21.95%) Analyst
3 7 (17.07%) Java Developer
3 7 (17.07%) Web Developer
4 6 (14.63%) Data Scientist
5 4 (9.76%) Data Analyst
5 4 (9.76%) Graduate
5 4 (9.76%) Graduate Developer
5 4 (9.76%) HTML CSS Developer
5 4 (9.76%) HTML Developer
5 4 (9.76%) JavaScript Developer
5 4 (9.76%) Junior
5 4 (9.76%) Junior Developer
6 3 (7.32%) Analytics Developer
6 3 (7.32%) Graduate Software Developer
6 3 (7.32%) Junior Software Developer
6 3 (7.32%) Marketing Analyst
6 3 (7.32%) Server Engineer
6 3 (7.32%) Software Developer
6 3 (7.32%) Software Engineering Graduate
Libraries, Frameworks & Software Standards
1 13 (31.71%) HTML
2 10 (24.39%) CSS
3 7 (17.07%) Spring
3 7 (17.07%) Spring Security
3 7 (17.07%) XML
4 3 (7.32%) Google Maps API
5 2 (4.88%) AngularJS
5 2 (4.88%) CSS3
5 2 (4.88%) HTML5
5 2 (4.88%) jQuery
5 2 (4.88%) LAMP
5 2 (4.88%) Node.js
Miscellaneous
1 26 (63.41%) Computer Science
2 6 (14.63%) Algorithms
2 6 (14.63%) Analytical Skills
3 3 (7.32%) Blog
3 3 (7.32%) Data Centre
3 3 (7.32%) Embedded Systems
3 3 (7.32%) Infotainment
3 3 (7.32%) Management Information System
4 2 (4.88%) Mobile Games
Operating Systems
1 12 (29.27%) Linux
2 11 (26.83%) Windows
3 7 (17.07%) Mac OS
4 3 (7.32%) Red Hat Enterprise Linux
5 1 (2.44%) Windows Server
Processes & Methodologies
1 18 (43.90%) Web Development
2 14 (34.15%) Problem-Solving
3 10 (24.39%) Actionable Insight
3 10 (24.39%) Agile Software Development
4 9 (21.95%) Machine Learning
5 8 (19.51%) Analytics
5 8 (19.51%) Wealth Management
6 7 (17.07%) Data Analysis
6 7 (17.07%) Game Development
6 7 (17.07%) MVC
6 7 (17.07%) Performance Monitoring
7 6 (14.63%) Data Analytics
7 6 (14.63%) Data Science
7 6 (14.63%) Mathematics
7 6 (14.63%) Predictive Modelling
7 6 (14.63%) Statistics
8 4 (9.76%) Physics
8 4 (9.76%) SDLC
8 4 (9.76%) Software Engineering
8 4 (9.76%) Web Application Development
Programming Languages
1 21 (51.22%) SQL
2 16 (39.02%) Java
3 13 (31.71%) R
4 10 (24.39%) JavaScript
5 9 (21.95%) PHP
6 7 (17.07%) MATLAB
7 6 (14.63%) C++
8 3 (7.32%) Bash Shell
8 3 (7.32%) C#
8 3 (7.32%) Perl
8 3 (7.32%) PowerShell
8 3 (7.32%) Ruby
9 1 (2.44%) C
Qualifications
1 24 (58.54%) Degree
2 13 (31.71%) Computer Science Degree
3 7 (17.07%) PhD
4 3 (7.32%) Microsoft Certification
4 3 (7.32%) TOGAF Certification
5 2 (4.88%) Numerate Degree
6 1 (2.44%) Master's Degree
Systems Management
1 1 (2.44%) SCCM
Vendors
1 6 (14.63%) Google
2 3 (7.32%) MathWorks
2 3 (7.32%) Microsoft
2 3 (7.32%) Red Hat
2 3 (7.32%) Tableau