Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in St Albans 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire > St Albans
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 55 29 54
Rank change year-on-year -26 +25 -
Permanent jobs citing Python 7 38 13
As % of all permanent IT jobs advertised in St Albans 1.96% 11.73% 3.64%
As % of the Programming Languages category 2.60% 14.13% 5.20%
Number of salaries quoted 7 30 7
St Albans median annual salary £55,000 £52,500 £69,000
Median salary % change year-on-year +4.76% -23.91% -
10th Percentile £41,100 £38,500 £52,500
90th Percentile £62,500 £71,875 £70,500
Hertfordshire median annual salary £57,500 £50,000 £52,500
% change year-on-year +15.00% -4.76% +16.67%

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 St Albans with a requirement for coding skills.

All Programming Languages
St Albans
Permanent vacancies with a requirement for coding skills 269 269 250
As % of all permanent IT jobs advertised in St Albans 75.35% 83.02% 70.03%
Number of salaries quoted 257 240 237
St Albans median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £35,000 £29,000 £32,500
90th Percentile £76,250 £72,500 £72,500
Hertfordshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Python
Job Vacancy Trend in St Albans

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

Job vacancy trend for Python in St Albans

Python
Salary Trend in St Albans

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

Salary trend for Python in St Albans

Python
Salary Histogram in St Albans

The salary distribution of IT jobs citing Python in St Albans over the 6 months to 20 October 2018.

Salary histogram for Python in St Albans

For the 6 months to 20 October 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 St Albans region with a requirement for Python.

1 5 (71.43%) Java
2 3 (42.86%) Google
2 3 (42.86%) Mathematics
2 3 (42.86%) Physics
2 3 (42.86%) Computer Science
3 2 (28.57%) Degree
3 2 (28.57%) Spring
3 2 (28.57%) Google App Engine
3 2 (28.57%) Amazon AWS
3 2 (28.57%) Machine Learning
3 2 (28.57%) Analytics
3 2 (28.57%) Spring Boot
3 2 (28.57%) Apache
3 2 (28.57%) RDBMS
3 2 (28.57%) Agile Software Development
3 2 (28.57%) SQL
3 2 (28.57%) Scala
3 2 (28.57%) Relational Database
3 2 (28.57%) Google Cloud Platform
3 2 (28.57%) Computer Science Degree
3 2 (28.57%) Data Science
4 1 (14.29%) Java 8
4 1 (14.29%) Serverless
4 1 (14.29%) Kubernetes
4 1 (14.29%) Docker
4 1 (14.29%) DevOps
4 1 (14.29%) Amazon EC2
4 1 (14.29%) CSSLP
4 1 (14.29%) OO
4 1 (14.29%) C

Python
Co-occurring IT Skills in St Albans 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 (28.57%) Apache
Cloud Services
1 2 (28.57%) Amazon AWS
1 2 (28.57%) Google App Engine
1 2 (28.57%) Google Cloud Platform
2 1 (14.29%) Amazon EC2
2 1 (14.29%) AWS Lambda
2 1 (14.29%) Serverless
Database & Business Intelligence
1 2 (28.57%) RDBMS
1 2 (28.57%) Relational Database
2 1 (14.29%) Amazon DynamoDB
Development Applications
1 1 (14.29%) Git (software)
1 1 (14.29%) Metasploit
General
1 1 (14.29%) Games
1 1 (14.29%) Retail
Job Titles
1 5 (71.43%) Developer
2 3 (42.86%) Java Developer
3 2 (28.57%) Analytics Developer
3 2 (28.57%) Software Engineer
4 1 (14.29%) Developer/Software Engineer
4 1 (14.29%) Development Engineer
4 1 (14.29%) Games Developer
4 1 (14.29%) Graduate
4 1 (14.29%) Graduate Developer
4 1 (14.29%) Graduate Software Engineer
4 1 (14.29%) Python Developer
4 1 (14.29%) Real Time Developer
4 1 (14.29%) Security Engineer
4 1 (14.29%) Senior Developer
4 1 (14.29%) Senior Java Developer
4 1 (14.29%) Software Development Engineer
4 1 (14.29%) Software Test Engineer
4 1 (14.29%) Test Development Engineer
4 1 (14.29%) Test Engineer
Libraries, Frameworks & Software Standards
1 2 (28.57%) Spring
1 2 (28.57%) Spring Boot
2 1 (14.29%) Django
Miscellaneous
1 3 (42.86%) Computer Science
Operating Systems
1 1 (14.29%) Kali Linux
Processes & Methodologies
1 3 (42.86%) Mathematics
1 3 (42.86%) Physics
2 2 (28.57%) Agile Software Development
2 2 (28.57%) Analytics
2 2 (28.57%) Data Science
2 2 (28.57%) Machine Learning
3 1 (14.29%) BDD
3 1 (14.29%) DevOps
3 1 (14.29%) Game Development
3 1 (14.29%) Multithreading
3 1 (14.29%) OO
3 1 (14.29%) Penetration Testing
3 1 (14.29%) Scrum
3 1 (14.29%) SDET
3 1 (14.29%) SDLC
3 1 (14.29%) TDD
3 1 (14.29%) Test Automation
3 1 (14.29%) Threat Modelling
3 1 (14.29%) Unit Testing
3 1 (14.29%) Workflow
Programming Languages
1 5 (71.43%) Java
2 2 (28.57%) Scala
2 2 (28.57%) SQL
3 1 (14.29%) C
3 1 (14.29%) C++
3 1 (14.29%) Go
3 1 (14.29%) Haskell
3 1 (14.29%) Java 8
3 1 (14.29%) JavaScript
3 1 (14.29%) Perl
3 1 (14.29%) PHP
3 1 (14.29%) Ruby
Qualifications
1 2 (28.57%) Computer Science Degree
1 2 (28.57%) Degree
2 1 (14.29%) CEH
2 1 (14.29%) CISA
2 1 (14.29%) CISM
2 1 (14.29%) CISSP
2 1 (14.29%) CompTIA Security+
2 1 (14.29%) CSSLP
2 1 (14.29%) GIAC
2 1 (14.29%) PhD
2 1 (14.29%) SSCP
System Software
1 1 (14.29%) Docker
Systems Management
1 1 (14.29%) Kubernetes
1 1 (14.29%) Nessus
1 1 (14.29%) Nmap
Vendors
1 3 (42.86%) Google
2 1 (14.29%) Netsparker
2 1 (14.29%) Qualys