Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Staffordshire 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Staffordshire
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 64 84 104
Rank change year-on-year +20 +20 +2
Permanent jobs citing Python 21 14 5
As % of all permanent IT jobs advertised in Staffordshire 2.44% 1.40% 0.39%
As % of the Programming Languages category 4.26% 2.31% 0.61%
Number of salaries quoted 21 18 5
Staffordshire median annual salary £55,000 £55,000 £45,000
Median salary % change year-on-year - +22.22% +50.00%
10th Percentile £37,500 £35,625 £33,800
90th Percentile £70,000 £62,500 £55,750
West Midlands median annual salary £50,000 £40,000 £38,500
% change year-on-year +25.00% +3.90% -3.75%

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 Staffordshire with a requirement for coding skills.

All Programming Languages
Staffordshire
Permanent vacancies with a requirement for coding skills 493 607 817
As % of all permanent IT jobs advertised in Staffordshire 57.39% 60.82% 63.63%
Number of salaries quoted 440 506 753
Staffordshire median annual salary £39,250 £37,500 £37,500
Median salary % change year-on-year +4.67% - -
10th Percentile £21,500 £21,500 £22,300
90th Percentile £54,000 £53,125 £52,500
West Midlands median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -

Python
Job Vacancy Trend in Staffordshire

Job postings citing Python as a percentage of all IT jobs advertised in Staffordshire.

Job vacancy trend for Python in Staffordshire

Python
Salary Trend in Staffordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Staffordshire.

Salary trend for Python in Staffordshire

Python
Salary Histogram in Staffordshire

The salary distribution of IT jobs citing Python in Staffordshire over the 6 months to 21 August 2018.

Salary histogram for Python in Staffordshire

Python
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Staffordshire region over the 6 months to 21 August 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
Lichfield +19 12 £51,250 -14.58%
Tamworth - 7 £55,000 - 1
Python
West Midlands

For the 6 months to 21 August 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 Staffordshire region with a requirement for Python.

1 13 (61.90%) Java
1 13 (61.90%) Go
2 12 (57.14%) Docker
2 12 (57.14%) PHP
3 11 (52.38%) Google
3 11 (52.38%) Open Source
3 11 (52.38%) Google Cloud Platform
3 11 (52.38%) Kubernetes
3 11 (52.38%) Memcached
3 11 (52.38%) Elasticsearch
4 10 (47.62%) Git (software)
4 10 (47.62%) Amazon AWS
5 9 (42.86%) Test Automation
5 9 (42.86%) PHP 5
5 9 (42.86%) Unit Testing
5 9 (42.86%) Integration Testing
5 9 (42.86%) Redis
5 9 (42.86%) Unity (Game Engine)
5 9 (42.86%) Java 8
6 8 (38.10%) MongoDB
6 8 (38.10%) Apache Cassandra
6 8 (38.10%) Microsoft Azure
6 8 (38.10%) Retail
6 8 (38.10%) Manufacturing
6 8 (38.10%) C#
6 8 (38.10%) C++
7 7 (33.33%) CAD
7 7 (33.33%) Scrum
7 7 (33.33%) Maya
7 7 (33.33%) Houdini

Python
Co-occurring IT Skills in Staffordshire 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 11 (52.38%) Elasticsearch
Applications
1 7 (33.33%) Houdini
1 7 (33.33%) Maya
2 2 (9.52%) Blender
Cloud Services
1 11 (52.38%) Google Cloud Platform
2 10 (47.62%) Amazon AWS
3 8 (38.10%) Microsoft Azure
4 4 (19.05%) Fastly
4 4 (19.05%) Stackdriver
Communications & Networking
1 1 (4.76%) SMS
Database & Business Intelligence
1 9 (42.86%) Redis
2 8 (38.10%) Apache Cassandra
2 8 (38.10%) MongoDB
3 7 (33.33%) BigQuery
3 7 (33.33%) Bigtable
4 1 (4.76%) Neo4j
4 1 (4.76%) NoSQL
Development Applications
1 10 (47.62%) Git (software)
2 2 (9.52%) Maven
General
1 8 (38.10%) Manufacturing
1 8 (38.10%) Retail
2 1 (4.76%) Advertising
Job Titles
1 12 (57.14%) Developer
2 7 (33.33%) Technical Artist
3 5 (23.81%) Java Developer
3 5 (23.81%) PHP Developer
3 5 (23.81%) Python Developer
3 5 (23.81%) Senior Developer
4 3 (14.29%) Backend Developer
4 3 (14.29%) Developer/Software Engineer
4 3 (14.29%) Senior Backend Developer
4 3 (14.29%) Software Engineer
5 2 (9.52%) Full Stack Developer
5 2 (9.52%) Mid-Level Java Developer
5 2 (9.52%) Mid-Level PHP Developer
5 2 (9.52%) Senior Java Developer
5 2 (9.52%) Senior PHP Developer
5 2 (9.52%) Senior Python Developer
5 2 (9.52%) Software Developer
6 1 (4.76%) Analyst
6 1 (4.76%) Infrastructure Engineer
6 1 (4.76%) Junior Developer
Libraries, Frameworks & Software Standards
1 11 (52.38%) Memcached
2 9 (42.86%) Unity (Game Engine)
3 7 (33.33%) TensorFlow
4 2 (9.52%) AngularJS
4 2 (9.52%) CSS
4 2 (9.52%) CSS3
4 2 (9.52%) Ext JS
4 2 (9.52%) Hibernate
4 2 (9.52%) HTML
4 2 (9.52%) HTML5
4 2 (9.52%) Node.js
4 2 (9.52%) Ruby on Rails
4 2 (9.52%) Spring MVC
4 2 (9.52%) Three.js
4 2 (9.52%) Unreal Engine
4 2 (9.52%) WebGL
5 1 (4.76%) .NET
Miscellaneous
1 7 (33.33%) Augmented Reality
2 2 (9.52%) Computer Science
2 2 (9.52%) Oculus Rift
3 1 (4.76%) Replication
Operating Systems
1 2 (9.52%) Android
1 2 (9.52%) Unix
1 2 (9.52%) Windows
Processes & Methodologies
1 11 (52.38%) Open Source
2 9 (42.86%) Integration Testing
2 9 (42.86%) Test Automation
2 9 (42.86%) Unit Testing
3 7 (33.33%) CAD
3 7 (33.33%) Kanban
3 7 (33.33%) Microservices
3 7 (33.33%) Scrum
3 7 (33.33%) Site Reliability Engineering
4 4 (19.05%) Artificial Intelligence
4 4 (19.05%) Mentoring
5 3 (14.29%) Software Engineering
6 2 (9.52%) Mathematics
6 2 (9.52%) Pay per click
6 2 (9.52%) Physics
7 1 (4.76%) Capacity Planning
7 1 (4.76%) DevOps
7 1 (4.76%) Logistics
7 1 (4.76%) Security Patching
7 1 (4.76%) Virtual Environments
Programming Languages
1 13 (61.90%) Go
1 13 (61.90%) Java
2 12 (57.14%) PHP
3 9 (42.86%) Java 8
3 9 (42.86%) PHP 5
4 8 (38.10%) C#
4 8 (38.10%) C++
5 3 (14.29%) SQL
6 2 (9.52%) JavaScript
6 2 (9.52%) Perl
6 2 (9.52%) PHP 7
6 2 (9.52%) Ruby
7 1 (4.76%) Bash Shell
7 1 (4.76%) PL/SQL
7 1 (4.76%) PowerShell
Qualifications
1 2 (9.52%) Computer Science Degree
1 2 (9.52%) Degree
1 2 (9.52%) Sun Certification
2 1 (4.76%) MCSE
2 1 (4.76%) Microsoft Certification
2 1 (4.76%) RHCSA
2 1 (4.76%) VCP6
2 1 (4.76%) VMware Certified Professional (VCP)
System Software
1 12 (57.14%) Docker
2 1 (4.76%) Firmware
2 1 (4.76%) VMware Infrastructure
Systems Management
1 11 (52.38%) Kubernetes
2 5 (23.81%) Terraform
3 1 (4.76%) Ansible
3 1 (4.76%) Opscode Chef
3 1 (4.76%) Puppet
Vendors
1 11 (52.38%) Google
2 1 (4.76%) Epicor
2 1 (4.76%) VMware