Period
to 19 February 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Worcestershire
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 50 70 55
Rank change year-on-year +20 -15 0
Permanent jobs citing Python 11 2 13
As % of all permanent IT jobs advertised in Worcestershire 2.29% 0.35% 2.57%
As % of the Programming Languages category 3.96% 0.64% 4.14%
Number of salaries quoted 8 2 7
Worcestershire median annual salary £41,250 £33,500 £25,000
Median salary % change year-on-year +23.13% +34.00% +16.28%
10th Percentile £34,750 £23,150 £22,500
90th Percentile £49,750 £45,050 £28,750
West Midlands median annual salary £42,500 £45,000 £37,500
% change year-on-year -5.56% +20.00% +7.14%

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 278 313 314
As % of all permanent IT jobs advertised in Worcestershire 57.80% 55.40% 62.06%
Number of salaries quoted 240 305 288
Worcestershire median annual salary £35,000 £35,000 £35,000
10th Percentile £23,500 £22,000 £22,500
90th Percentile £50,000 £48,750 £47,500
West Midlands median annual salary £40,000 £40,000 £40,000

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 19 February 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 19 February 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
Malvern -1 4 £37,500 +70.45% 3
Redditch - 3 - -
Worcester +8 2 £46,000 +2.22%
Kidderminster - 2 £41,250 -
Python
West Midlands

For the 6 months to 19 February 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 10 (90.91%) PHP
2 8 (72.73%) Linux
3 7 (63.64%) Java
3 7 (63.64%) Perl
3 7 (63.64%) Degree
3 7 (63.64%) Computer Science Degree
4 5 (45.45%) Web Development
4 5 (45.45%) SMTP
4 5 (45.45%) HTTP
4 5 (45.45%) Internet
4 5 (45.45%) Windows
5 4 (36.36%) JavaScript
5 4 (36.36%) VMware
5 4 (36.36%) Docker
5 4 (36.36%) Computer Science
5 4 (36.36%) VMware Infrastructure
5 4 (36.36%) Amazon AWS
6 3 (27.27%) Bash Shell
6 3 (27.27%) PowerShell
6 3 (27.27%) Mac OS
6 3 (27.27%) Spring Security
6 3 (27.27%) Analytical Skills
6 3 (27.27%) Team Foundation Server
6 3 (27.27%) Security Cleared
6 3 (27.27%) Microsoft Azure
6 3 (27.27%) Collaborative Working
6 3 (27.27%) Numerate Degree
6 3 (27.27%) MVC
6 3 (27.27%) Mathematics
6 3 (27.27%) Agile Software Development

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%) Elasticsearch
Business Applications
1 1 (9.09%) Magento
Cloud Services
1 4 (36.36%) Amazon AWS
2 3 (27.27%) Microsoft Azure
3 1 (9.09%) Amazon EC2
3 1 (9.09%) CloudFront
Communications & Networking
1 5 (45.45%) HTTP
1 5 (45.45%) Internet
1 5 (45.45%) SMTP
2 3 (27.27%) SNMP
3 2 (18.18%) DNS
4 1 (9.09%) Firewall
4 1 (9.09%) IPsec
4 1 (9.09%) SSL
4 1 (9.09%) TCP/IP
Database & Business Intelligence
1 3 (27.27%) MySQL
2 1 (9.09%) Amazon RDS
2 1 (9.09%) MongoDB
2 1 (9.09%) Oracle Database
2 1 (9.09%) SQL Server
Development Applications
1 3 (27.27%) Team Foundation Server
1 3 (27.27%) Visual Studio
2 2 (18.18%) PHPUnit
2 2 (18.18%) Xdebug
3 1 (9.09%) Git (software)
3 1 (9.09%) GoCD
3 1 (9.09%) Jenkins
General
1 2 (18.18%) Back Office
Job Titles
1 6 (54.55%) Developer
2 5 (45.45%) Web Developer
3 3 (27.27%) PHP Developer
3 3 (27.27%) Software Engineer
4 2 (18.18%) PHP Web Developer
4 2 (18.18%) Senior Developer
4 2 (18.18%) Senior PHP Developer
4 2 (18.18%) Senior PHP Web Developer
4 2 (18.18%) Senior Web Developer
5 1 (9.09%) Analyst
5 1 (9.09%) Consultant
5 1 (9.09%) Graduate
5 1 (9.09%) Graduate Developer
5 1 (9.09%) Graduate Web Developer
5 1 (9.09%) IT Consultant
5 1 (9.09%) Junior
5 1 (9.09%) Junior Developer
5 1 (9.09%) Junior Web Developer
5 1 (9.09%) Linux Consultant
5 1 (9.09%) Linux Engineer
Libraries, Frameworks & Software Standards
1 3 (27.27%) Spring
1 3 (27.27%) Spring Security
2 2 (18.18%) jQuery
3 1 (9.09%) CSS
3 1 (9.09%) Elastic Stack
3 1 (9.09%) Laravel
3 1 (9.09%) Web Services
3 1 (9.09%) Yii
Miscellaneous
1 4 (36.36%) Computer Science
2 3 (27.27%) Analytical Skills
3 1 (9.09%) Algorithms
3 1 (9.09%) Data Centre
3 1 (9.09%) Linux Command Line
3 1 (9.09%) PKI
3 1 (9.09%) Security Operations Centre
Operating Systems
1 8 (72.73%) Linux
2 5 (45.45%) Windows
3 3 (27.27%) Mac OS
3 3 (27.27%) Unix
4 2 (18.18%) CentOS
4 2 (18.18%) Debian
5 1 (9.09%) Windows Server
Processes & Methodologies
1 5 (45.45%) Web Development
2 3 (27.27%) Agile Software Development
2 3 (27.27%) Collaborative Working
2 3 (27.27%) Mathematics
2 3 (27.27%) MVC
2 3 (27.27%) Software Engineering
3 2 (18.18%) OO
3 2 (18.18%) OOP
4 1 (9.09%) Cryptography
4 1 (9.09%) E-Commerce
4 1 (9.09%) ERP
4 1 (9.09%) High Availability
4 1 (9.09%) Security Operations
4 1 (9.09%) SIEM
4 1 (9.09%) Virtual Environments
4 1 (9.09%) Vulnerability Scanning
Programming Languages
1 10 (90.91%) PHP
2 7 (63.64%) Java
2 7 (63.64%) Perl
3 4 (36.36%) JavaScript
4 3 (27.27%) Bash Shell
4 3 (27.27%) C#
4 3 (27.27%) C++
4 3 (27.27%) PowerShell
4 3 (27.27%) Shell Script
4 3 (27.27%) SQL
5 1 (9.09%) Jython
5 1 (9.09%) Ruby
Qualifications
1 7 (63.64%) Computer Science Degree
1 7 (63.64%) Degree
2 3 (27.27%) Numerate Degree
2 3 (27.27%) Security Cleared
3 1 (9.09%) Master's Degree
System Software
1 4 (36.36%) Docker
1 4 (36.36%) VMware Infrastructure
2 1 (9.09%) Xen
Systems Management
1 1 (9.09%) Ansible
1 1 (9.09%) FortiGate
1 1 (9.09%) Graphite
1 1 (9.09%) Kibana
1 1 (9.09%) Kubernetes
1 1 (9.09%) logstash
1 1 (9.09%) Nagios
Vendors
1 4 (36.36%) VMware
2 2 (18.18%) Google
2 2 (18.18%) Red Hat
3 1 (9.09%) CheckPoint
3 1 (9.09%) Cisco
3 1 (9.09%) Oracle
3 1 (9.09%) Palo Alto
3 1 (9.09%) Zend