Period
to 18 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Warwickshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 39 43 26
Rank change year-on-year +4 -17 +61
Permanent jobs citing Python 29 61 100
As % of all permanent IT jobs advertised in Warwickshire 4.48% 5.31% 8.95%
As % of the Programming Languages category 11.46% 10.39% 17.61%
Number of salaries quoted 21 53 85
Warwickshire median annual salary £37,500 £37,500 £40,000
Median salary % change year-on-year - -6.25% +18.52%
10th Percentile £26,750 £21,250 £26,500
90th Percentile £75,000 £71,250 £53,250
West Midlands median annual salary £46,250 £41,500 £42,765
% change year-on-year +11.45% -2.96% +22.18%

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 253 587 568
As % of all permanent IT jobs advertised in Warwickshire 39.10% 51.09% 50.85%
Number of salaries quoted 207 542 478
Warwickshire median annual salary £44,000 £37,500 £37,500
Median salary % change year-on-year +17.33% - -6.25%
10th Percentile £27,000 £23,750 £23,675
90th Percentile £60,050 £57,500 £58,750
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

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 January 2019.

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 January 2019. 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 +8 13 £70,000 +100.00% 8
Leamington Spa - 4 £29,750 - 2
Gaydon +3 3 £42,000 +17.48%
Nuneaton +2 1 £42,500 +2.41%
Python
West Midlands

For the 6 months to 18 January 2019, 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 15 (51.72%) SQL
2 11 (37.93%) JavaScript
2 11 (37.93%) HTML
3 10 (34.48%) CSS
4 9 (31.03%) Agile Software Development
4 9 (31.03%) Wealth Management
4 9 (31.03%) SDLC
4 9 (31.03%) Fintech
5 8 (27.59%) Analytical Skills
5 8 (27.59%) Time Management
5 8 (27.59%) Web Application Development
5 8 (27.59%) Finance
5 8 (27.59%) PostgreSQL
6 7 (24.14%) Degree
6 7 (24.14%) Software Engineering
6 7 (24.14%) Data Science
7 6 (20.69%) C#
7 6 (20.69%) Microsoft Excel
7 6 (20.69%) Microsoft
8 5 (17.24%) CRM
8 5 (17.24%) Microsoft Office
8 5 (17.24%) Migration
9 4 (13.79%) Perl
9 4 (13.79%) Java
9 4 (13.79%) Machine Learning
9 4 (13.79%) Big Data
9 4 (13.79%) Amazon AWS
10 3 (10.34%) Bash Shell
10 3 (10.34%) R
10 3 (10.34%) Computer Science

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 (6.90%) Apache Spark
2 1 (3.45%) SAS
Applications
1 6 (20.69%) Microsoft Excel
2 5 (17.24%) Microsoft Office
3 1 (3.45%) Microsoft PowerPoint
3 1 (3.45%) SPSS
Cloud Services
1 4 (13.79%) Amazon AWS
2 2 (6.90%) IaaS
2 2 (6.90%) IBM Cloud
2 2 (6.90%) Microsoft Azure
2 2 (6.90%) PaaS
Communications & Networking
1 3 (10.34%) Bluetooth
Database & Business Intelligence
1 8 (27.59%) PostgreSQL
2 4 (13.79%) Big Data
3 2 (6.90%) Amazon QuickSight
3 2 (6.90%) Apache Hive
3 2 (6.90%) Hadoop
3 2 (6.90%) NoSQL
3 2 (6.90%) Power BI
3 2 (6.90%) QlikView
4 1 (3.45%) GIS
4 1 (3.45%) SAS Enterprise Guide
Development Applications
1 2 (6.90%) JSUnit
1 2 (6.90%) Mocha
1 2 (6.90%) Sinon.JS
2 1 (3.45%) Git (software)
General
1 8 (27.59%) Finance
2 3 (10.34%) Automotive
2 3 (10.34%) Marketing
3 2 (6.90%) Retail
4 1 (3.45%) Legal
4 1 (3.45%) Manufacturing
Job Titles
1 13 (44.83%) Developer
2 9 (31.03%) Python Developer
3 8 (27.59%) HTML CSS Developer
3 8 (27.59%) HTML Developer
3 8 (27.59%) JavaScript Developer
3 8 (27.59%) PostgreSQL Developer
3 8 (27.59%) SQL Developer
4 5 (17.24%) Software Engineer
5 4 (13.79%) Analyst
6 3 (10.34%) Data Analyst
6 3 (10.34%) Embedded Engineer
6 3 (10.34%) Embedded Software Engineer
7 2 (6.90%) Artificial Intelligence Developer
7 2 (6.90%) Coordinator
7 2 (6.90%) Data Coordinator
7 2 (6.90%) Data Scientist
7 2 (6.90%) Graduate
8 1 (3.45%) Junior
8 1 (3.45%) Software Developer
8 1 (3.45%) Tester
Libraries, Frameworks & Software Standards
1 11 (37.93%) HTML
2 10 (34.48%) CSS
3 2 (6.90%) AngularJS
3 2 (6.90%) Chai
3 2 (6.90%) LESS
3 2 (6.90%) Node.js
3 2 (6.90%) React
3 2 (6.90%) TensorFlow
4 1 (3.45%) Google Maps API
4 1 (3.45%) XML
Miscellaneous
1 9 (31.03%) Fintech
2 8 (27.59%) Analytical Skills
3 2 (6.90%) Algorithms
3 2 (6.90%) Robotics
4 1 (3.45%) Management Information System
Operating Systems
1 3 (10.34%) Linux
1 3 (10.34%) Windows
2 1 (3.45%) Unix
Processes & Methodologies
1 9 (31.03%) Agile Software Development
1 9 (31.03%) SDLC
1 9 (31.03%) Wealth Management
2 8 (27.59%) Time Management
2 8 (27.59%) Web Application Development
3 7 (24.14%) Data Science
3 7 (24.14%) Software Engineering
4 5 (17.24%) CRM
4 5 (17.24%) Migration
5 4 (13.79%) Machine Learning
6 3 (10.34%) Analytics
6 3 (10.34%) Computer Science
6 3 (10.34%) OO
7 2 (6.90%) Artificial Intelligence
7 2 (6.90%) Business Intelligence
7 2 (6.90%) E-Commerce
7 2 (6.90%) OOP
7 2 (6.90%) Validation
7 2 (6.90%) Web Design
7 2 (6.90%) Workflow
Programming Languages
1 15 (51.72%) SQL
2 11 (37.93%) JavaScript
3 6 (20.69%) C#
4 4 (13.79%) Java
4 4 (13.79%) Perl
5 3 (10.34%) Bash Shell
5 3 (10.34%) C
5 3 (10.34%) C++
5 3 (10.34%) Embedded C
5 3 (10.34%) R
5 3 (10.34%) Ruby
Qualifications
1 7 (24.14%) Degree
2 2 (6.90%) Computer Science Degree
Quality Assurance & Compliance
1 3 (10.34%) IEC 62304
1 3 (10.34%) ISO 13485
2 2 (6.90%) Data Quality
System Software
1 1 (3.45%) Active Directory
Vendors
1 6 (20.69%) Microsoft
2 2 (6.90%) IBM
2 2 (6.90%) Tableau
3 1 (3.45%) Google