Period
to 25 July 2017

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 25 July 2017 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Staffordshire
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 81 110 110
Rank change year-on-year +29 0 -13
Permanent jobs citing Python 13 3 6
As % of all permanent IT jobs advertised in Staffordshire 1.32% 0.23% 0.47%
As % of the Programming Languages category 2.20% 0.36% 0.75%
Number of salaries quoted 17 3 5
Staffordshire median annual salary £50,000 £40,000 £20,000
Median salary % change year-on-year +25.00% +100.00% -27.27%
10th Percentile £33,750 £33,400 £17,500
90th Percentile £62,500 £53,000 £30,000
West Midlands median annual salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25% -

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Staffordshire with a requirement for programming language skills.

Programming Language Skills
Staffordshire
Permanent job vacancies with a requirement for programming language skills 591 835 801
As % of all permanent IT job vacancies advertised in Staffordshire 59.88% 63.74% 62.43%
Number of salaries quoted 496 774 715
Staffordshire median annual salary £37,500 £37,500 £37,500
10th Percentile £22,000 £22,000 £23,600
90th Percentile £55,000 £51,250 £57,500
West Midlands median annual salary £40,000 £37,500 £37,500
% change year-on-year +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 25 July 2017.

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 25 July 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
Lichfield +10 6 £60,000 +20.00%
Stafford - 5 £42,500 -
Rugeley - 2 £25,000 -
Python
West Midlands

For the 6 months to 25 July 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 Staffordshire region with a requirement for Python.

1 9 (69.23%) Software Engineering
2 7 (53.85%) C++
3 6 (46.15%) C#
3 6 (46.15%) JavaScript
4 5 (38.46%) C
5 4 (30.77%) Java
5 4 (30.77%) Pascal
5 4 (30.77%) VxWorks
5 4 (30.77%) Device Driver
5 4 (30.77%) Scrum
5 4 (30.77%) Agile Software Development
5 4 (30.77%) Scala
5 4 (30.77%) Hadoop
5 4 (30.77%) Apache Hive
5 4 (30.77%) MongoDB
5 4 (30.77%) Embedded Software Development
5 4 (30.77%) Big Data
5 4 (30.77%) Profibus
5 4 (30.77%) Apache Spark
5 4 (30.77%) Device Driver Development
6 2 (15.38%) Google Cloud Platform
6 2 (15.38%) Kubernetes
6 2 (15.38%) Twitter Bootstrap
6 2 (15.38%) Elasticsearch
6 2 (15.38%) Go
6 2 (15.38%) Relational Database
6 2 (15.38%) Docker
6 2 (15.38%) Entity Framework
6 2 (15.38%) Open Source
6 2 (15.38%) Memcached

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 4 (30.77%) Apache Spark
2 2 (15.38%) Elasticsearch
Applications
1 1 (7.69%) Simulink
Cloud Services
1 2 (15.38%) Amazon AWS
1 2 (15.38%) Google Cloud Platform
Communications & Networking
1 4 (30.77%) Profibus
Database & Business Intelligence
1 4 (30.77%) Apache Hive
1 4 (30.77%) Big Data
1 4 (30.77%) Hadoop
1 4 (30.77%) MongoDB
2 2 (15.38%) Relational Database
2 2 (15.38%) SQL Server
2 2 (15.38%) SQL Server Integration Services
2 2 (15.38%) SQL Server Reporting Services
Development Applications
1 2 (15.38%) Git (software)
General
1 2 (15.38%) Manufacturing
Job Titles
1 8 (61.54%) Software Engineer
2 4 (30.77%) Data Engineer
2 4 (30.77%) Senior Software Engineer
3 2 (15.38%) Web Engineer
4 1 (7.69%) Developer
4 1 (7.69%) Developer/Software Engineer
4 1 (7.69%) Embedded Engineer
4 1 (7.69%) Embedded Software Engineer
4 1 (7.69%) Full Stack Developer
4 1 (7.69%) Full Stack Web Developer
4 1 (7.69%) Java Engineer
4 1 (7.69%) Software Developer
4 1 (7.69%) Web Developer
Libraries, Frameworks & Software Standards
1 2 (15.38%) .NET
1 2 (15.38%) .NET Framework
1 2 (15.38%) ASP.NET
1 2 (15.38%) Entity Framework
1 2 (15.38%) JSON
1 2 (15.38%) Memcached
1 2 (15.38%) Twitter Bootstrap
1 2 (15.38%) Web Services
1 2 (15.38%) XML
Miscellaneous
1 4 (30.77%) Device Driver
2 2 (15.38%) SCADA
Operating Systems
1 4 (30.77%) VxWorks
Processes & Methodologies
1 9 (69.23%) Software Engineering
2 4 (30.77%) Agile Software Development
2 4 (30.77%) Device Driver Development
2 4 (30.77%) Embedded Software Development
2 4 (30.77%) Scrum
3 2 (15.38%) ERP
3 2 (15.38%) Integration Testing
3 2 (15.38%) MVC
3 2 (15.38%) Open Source
3 2 (15.38%) Pay per click
3 2 (15.38%) Test Automation
3 2 (15.38%) Unit Testing
3 2 (15.38%) Web Development
4 1 (7.69%) Regression Testing
Programming Languages
1 7 (53.85%) C++
2 6 (46.15%) C#
2 6 (46.15%) JavaScript
3 5 (38.46%) C
4 4 (30.77%) Java
4 4 (30.77%) Pascal
4 4 (30.77%) Scala
5 2 (15.38%) Go
5 2 (15.38%) PHP
5 2 (15.38%) PHP 4
5 2 (15.38%) PHP 5
5 2 (15.38%) SQL
5 2 (15.38%) VB.NET
6 1 (7.69%) MATLAB
6 1 (7.69%) Perl
Qualifications
1 2 (15.38%) Sun Certification
2 1 (7.69%) Degree
System Software
1 2 (15.38%) Docker
Systems Management
1 2 (15.38%) Kubernetes
Vendors
1 2 (15.38%) Google
1 2 (15.38%) Microsoft
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