Period
to 15 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Watford 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 15 November 2019 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire > Watford
6 months to
15 Nov 2019
Same period 2018 Same period 2017
Rank 51 65 89
Rank change year-on-year +14 +24 -36
Permanent jobs citing Python 23 36 14
As % of all permanent IT jobs advertised in Watford 3.99% 3.75% 1.40%
As % of the Programming Languages category 11.22% 7.41% 2.49%
Number of salaries quoted 22 27 13
Watford median annual salary £85,000 £45,000 £50,000
Median salary % change year-on-year +88.89% -10.00% +5.26%
10th Percentile £42,750 £35,750 £40,000
90th Percentile £87,500 £76,500 £82,000
Hertfordshire median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% +4.76%

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 Watford with a requirement for coding skills.

All Programming Languages
Watford
Permanent vacancies with a requirement for coding skills 205 486 562
As % of all permanent IT jobs advertised in Watford 35.59% 50.68% 56.37%
Number of salaries quoted 187 399 475
Watford median annual salary £55,000 £47,500 £50,000
Median salary % change year-on-year +15.79% -5.00% -
10th Percentile £36,250 £31,250 £32,500
90th Percentile £80,500 £70,250 £70,000
Hertfordshire median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Python
Job Vacancy Trend in Watford

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

Job vacancy trend for Python in Watford

Python
Salary Trend in Watford

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

Salary trend for Python in Watford

Python
Salary Histogram in Watford

The salary distribution of IT jobs citing Python in Watford over the 6 months to 15 November 2019.

Salary histogram for Python in Watford

For the 6 months to 15 November 2019, 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 Watford region with a requirement for Python.

1 20 (86.96%) AWS
2 17 (73.91%) DevOps
3 15 (65.22%) E-Commerce
4 14 (60.87%) Windows
4 14 (60.87%) .NET
4 14 (60.87%) C#
4 14 (60.87%) Azure
4 14 (60.87%) AngularJS
4 14 (60.87%) React
4 14 (60.87%) .NET Core
5 13 (56.52%) Continuous Deployment
5 13 (56.52%) Deployment Automation
5 13 (56.52%) Jenkins
5 13 (56.52%) WebSockets
5 13 (56.52%) WebDriver
5 13 (56.52%) Waterfall
5 13 (56.52%) Node.js
5 13 (56.52%) Enterprise Software
5 13 (56.52%) ASP.NET Web API
5 13 (56.52%) Octopus Deploy
5 13 (56.52%) SAP
5 13 (56.52%) ERP
5 13 (56.52%) Web Services
5 13 (56.52%) Agile Software Development
5 13 (56.52%) Retail
5 13 (56.52%) SAP ERP
5 13 (56.52%) Selenium
5 13 (56.52%) Continuous Integration
5 13 (56.52%) Data Integration
5 13 (56.52%) Sitecore

Python
Co-occurring IT Skills in Watford 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:

Applications
1 1 (4.35%) Microsoft Excel
1 1 (4.35%) Microsoft Office
Business Applications
1 13 (56.52%) SAP ERP
Cloud Services
1 20 (86.96%) AWS
2 14 (60.87%) Azure
3 6 (26.09%) SaaS
4 1 (4.35%) GCP
Communications & Networking
1 7 (30.43%) TCP/IP
2 5 (21.74%) DHCP
2 5 (21.74%) DNS
3 2 (8.70%) HTTP
Database & Business Intelligence
1 1 (4.35%) SQL Server
Development Applications
1 13 (56.52%) Jenkins
1 13 (56.52%) Octopus Deploy
1 13 (56.52%) Selenium
1 13 (56.52%) WebDriver
General
1 13 (56.52%) Retail
2 1 (4.35%) Games
2 1 (4.35%) Marketing
Job Titles
1 13 (56.52%) Architect
1 13 (56.52%) Solutions Architect
2 5 (21.74%) Cloud Engineer
2 5 (21.74%) Linux Engineer
3 4 (17.39%) Linux Systems Engineer
3 4 (17.39%) Systems Engineer
4 3 (13.04%) AWS Engineer
4 3 (13.04%) Developer
4 3 (13.04%) DevOps Engineer
4 3 (13.04%) DevOps Systems Engineer
4 3 (13.04%) Linux DevOps Engineer
4 3 (13.04%) Linux/Unix DevOps
5 2 (8.70%) AWS DevOps
5 2 (8.70%) AWS DevOps Engineer
5 2 (8.70%) Java Developer
5 2 (8.70%) Python Developer
6 1 (4.35%) .NET Developer
6 1 (4.35%) Junior .NET Developer
6 1 (4.35%) Junior Developer
6 1 (4.35%) Security Engineer
Libraries, Frameworks & Software Standards
1 14 (60.87%) .NET
1 14 (60.87%) .NET Core
1 14 (60.87%) AngularJS
1 14 (60.87%) React
2 13 (56.52%) ASP.NET Web API
2 13 (56.52%) Node.js
2 13 (56.52%) Web Services
2 13 (56.52%) WebSockets
3 4 (17.39%) HTML
4 3 (13.04%) CSS
5 2 (8.70%) DHTML
5 2 (8.70%) Hibernate
5 2 (8.70%) JDBC
5 2 (8.70%) JMS
5 2 (8.70%) JSP
5 2 (8.70%) Servlets
5 2 (8.70%) Spring
5 2 (8.70%) XML
6 1 (4.35%) ASP.NET
6 1 (4.35%) ASP.NET MVC
Miscellaneous
1 13 (56.52%) Enterprise Software
2 1 (4.35%) Greenfield Project
Operating Systems
1 14 (60.87%) Windows
2 6 (26.09%) Linux
Processes & Methodologies
1 17 (73.91%) DevOps
2 15 (65.22%) E-Commerce
3 13 (56.52%) Agile Software Development
3 13 (56.52%) Continuous Deployment
3 13 (56.52%) Continuous Integration
3 13 (56.52%) Data Integration
3 13 (56.52%) Deployment Automation
3 13 (56.52%) ERP
3 13 (56.52%) Test Automation
3 13 (56.52%) Waterfall
4 5 (21.74%) Infrastructure Engineering
5 2 (8.70%) OO
5 2 (8.70%) OOA/OOD
5 2 (8.70%) Open Source
6 1 (4.35%) Ethical Hacking
6 1 (4.35%) Information Security
6 1 (4.35%) ITIL
6 1 (4.35%) MVC
6 1 (4.35%) Penetration Testing
6 1 (4.35%) Validation
Programming Languages
1 14 (60.87%) C#
2 5 (21.74%) Bash Shell
2 5 (21.74%) Shell Script
3 4 (17.39%) Java
3 4 (17.39%) JavaScript
4 1 (4.35%) Go
4 1 (4.35%) PHP
4 1 (4.35%) R
4 1 (4.35%) SQL
4 1 (4.35%) VBA
Qualifications
1 1 (4.35%) CEH
1 1 (4.35%) CISSP
Quality Assurance & Compliance
1 1 (4.35%) COBIT
System Software
1 1 (4.35%) Docker
Systems Management
1 5 (21.74%) Ansible
1 5 (21.74%) Opscode Chef
1 5 (21.74%) Puppet
2 1 (4.35%) Kubernetes
Vendors
1 13 (56.52%) SAP
1 13 (56.52%) Sitecore
2 1 (4.35%) Adobe
2 1 (4.35%) Alteryx
2 1 (4.35%) Google
2 1 (4.35%) Microsoft
2 1 (4.35%) Oracle
2 1 (4.35%) Qualys
2 1 (4.35%) Tableau
2 1 (4.35%) Veracode