Period
to 18 November 2018

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

Python
West Midlands > Worcestershire
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 50 53 -
Rank change year-on-year +3 - +59
Permanent jobs citing Python 11 10 0
As % of all permanent IT jobs advertised in Worcestershire 2.39% 1.98% -
As % of the Programming Languages category 5.07% 3.30% -
Number of salaries quoted 11 10 0
Worcestershire median annual salary £47,500 £41,750 -
Median salary % change year-on-year +13.77% - -
West Midlands median annual salary £47,500 £42,500 £40,000
% change year-on-year +11.76% +6.25% -

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 Worcestershire with a requirement for coding skills.

All Programming Languages
Worcestershire
Permanent vacancies with a requirement for coding skills 217 303 241
As % of all permanent IT jobs advertised in Worcestershire 47.07% 60.12% 51.39%
Number of salaries quoted 189 278 231
Worcestershire median annual salary £40,000 £35,000 £32,500
Median salary % change year-on-year +14.29% +7.69% -7.14%
10th Percentile £25,800 £21,250 £22,500
90th Percentile £52,895 £48,750 £47,500
West Midlands median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -

Python
Job Vacancy Trend in Worcestershire

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

Job vacancy trend for Python in Worcestershire

Python
Salary Trend in Worcestershire

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

Salary trend for Python in Worcestershire

Python
Salary Histogram in Worcestershire

The salary distribution of IT jobs citing Python in Worcestershire over the 6 months to 18 November 2018.

Salary histogram for Python in Worcestershire

Python
Job Locations in Worcestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Worcestershire region over the 6 months to 18 November 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
Worcester -6 5 £47,500 +3.26%
Malvern +1 4 £61,250 +63.33% 1
Kidderminster +2 1 £32,500 -
Redditch - 1 £32,500 -
Python
West Midlands

For the 6 months to 18 November 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 Worcestershire region with a requirement for Python.

1 9 (81.82%) Linux
2 4 (36.36%) C++
2 4 (36.36%) Perl
2 4 (36.36%) PHP
2 4 (36.36%) MySQL
2 4 (36.36%) CentOS
2 4 (36.36%) Git (software)
2 4 (36.36%) Docker
3 3 (27.27%) Red Hat Enterprise Linux
3 3 (27.27%) Agile Software Development
3 3 (27.27%) Java
3 3 (27.27%) JavaScript
3 3 (27.27%) Windows
3 3 (27.27%) LAMP
4 2 (18.18%) DNS
4 2 (18.18%) RHCE
4 2 (18.18%) Red Hat
4 2 (18.18%) Shell Script
4 2 (18.18%) Nagios
4 2 (18.18%) ITIL
4 2 (18.18%) OO
4 2 (18.18%) Advertising
4 2 (18.18%) Ajax
4 2 (18.18%) jQuery
4 2 (18.18%) Artificial Intelligence
4 2 (18.18%) Web Development
4 2 (18.18%) Analytics
4 2 (18.18%) Deep Learning
4 2 (18.18%) Reverse Engineering
4 2 (18.18%) GStreamer

Python
Co-occurring IT Skills in Worcestershire 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 1 (9.09%) Apache
Communications & Networking
1 2 (18.18%) DNS
2 1 (9.09%) Kerberos
Database & Business Intelligence
1 4 (36.36%) MySQL
2 1 (9.09%) PostgreSQL
2 1 (9.09%) Relational Database
Development Applications
1 4 (36.36%) Git (software)
2 1 (9.09%) CMake
2 1 (9.09%) Jenkins
2 1 (9.09%) JIRA
2 1 (9.09%) Selenium
General
1 2 (18.18%) Advertising
2 1 (9.09%) Aerospace
2 1 (9.09%) Legal
Job Titles
1 6 (54.55%) Developer
2 3 (27.27%) Linux Engineer
3 2 (18.18%) C++ Developer
3 2 (18.18%) Conversion Developer
3 2 (18.18%) PHP Developer
3 2 (18.18%) Senior Developer
3 2 (18.18%) Senior Linux Engineer
4 1 (9.09%) Analyst
4 1 (9.09%) PHP Web Developer
4 1 (9.09%) React Developer
4 1 (9.09%) Security Engineer
4 1 (9.09%) Senior PHP Developer
4 1 (9.09%) Senior PHP Web Developer
4 1 (9.09%) Senior Security Engineer
4 1 (9.09%) Senior Web Developer
4 1 (9.09%) Software Developer
4 1 (9.09%) Software Engineer
4 1 (9.09%) Software Test Analyst
4 1 (9.09%) Test Analyst
4 1 (9.09%) Web Developer
Libraries, Frameworks & Software Standards
1 3 (27.27%) LAMP
2 2 (18.18%) Ajax
2 2 (18.18%) FFmpeg
2 2 (18.18%) GStreamer
2 2 (18.18%) jQuery
3 1 (9.09%) Boost C++ Libraries
3 1 (9.09%) CSS
3 1 (9.09%) CSS3
3 1 (9.09%) Elastic Stack
3 1 (9.09%) HTML
3 1 (9.09%) HTML5
3 1 (9.09%) JSON
3 1 (9.09%) LAPP Stack
3 1 (9.09%) LDAP
3 1 (9.09%) LESS
3 1 (9.09%) Node.js
3 1 (9.09%) React
3 1 (9.09%) Redux
3 1 (9.09%) RESTful
3 1 (9.09%) Sass
Miscellaneous
1 1 (9.09%) Self-Motivation
1 1 (9.09%) Smartphone
Operating Systems
1 9 (81.82%) Linux
2 4 (36.36%) CentOS
3 3 (27.27%) Red Hat Enterprise Linux
3 3 (27.27%) Windows
4 1 (9.09%) Android
4 1 (9.09%) Apple iOS
4 1 (9.09%) Debian
4 1 (9.09%) Ubuntu
Processes & Methodologies
1 3 (27.27%) Agile Software Development
2 2 (18.18%) Analytics
2 2 (18.18%) Artificial Intelligence
2 2 (18.18%) Deep Learning
2 2 (18.18%) ITIL
2 2 (18.18%) Machine Learning
2 2 (18.18%) OO
2 2 (18.18%) Performance Optimisation
2 2 (18.18%) Problem-Solving
2 2 (18.18%) Reverse Engineering
2 2 (18.18%) Web Development
3 1 (9.09%) Continuous Integration
3 1 (9.09%) Cybersecurity
3 1 (9.09%) Data Acquisition
3 1 (9.09%) Front End Development
3 1 (9.09%) IT Strategy
3 1 (9.09%) Mathematics
3 1 (9.09%) Migration
3 1 (9.09%) Server Hardening
3 1 (9.09%) Web Application Development
Programming Languages
1 4 (36.36%) C++
1 4 (36.36%) Perl
1 4 (36.36%) PHP
2 3 (27.27%) Java
2 3 (27.27%) JavaScript
3 2 (18.18%) Shell Script
4 1 (9.09%) Bash Shell
4 1 (9.09%) Ruby
Qualifications
1 2 (18.18%) RHCE
2 1 (9.09%) ITIL Foundation Certificate
2 1 (9.09%) Linux+ Certification
2 1 (9.09%) LPIC
2 1 (9.09%) RHCA
2 1 (9.09%) RHCSA
2 1 (9.09%) SC Cleared
2 1 (9.09%) Security Cleared
Quality Assurance & Compliance
1 1 (9.09%) ISO/IEC 27001
1 1 (9.09%) QA
System Software
1 4 (36.36%) Docker
2 1 (9.09%) iptables
2 1 (9.09%) NFS
2 1 (9.09%) PowerDNS
2 1 (9.09%) Squid
Systems Management
1 2 (18.18%) Nagios
2 1 (9.09%) Ansible
2 1 (9.09%) Kubernetes
2 1 (9.09%) Opscode Chef
2 1 (9.09%) Puppet
2 1 (9.09%) SELinux
Vendors
1 2 (18.18%) NVIDIA
1 2 (18.18%) Red Hat
2 1 (9.09%) Microsoft
2 1 (9.09%) VMware