Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire > Watford
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 85 50 68
Rank change year-on-year -35 +18 +26
Permanent jobs citing Python 14 41 34
As % of all permanent IT jobs advertised in Watford 1.44% 3.97% 3.19%
As % of the Programming Languages category 2.56% 9.47% 6.90%
Number of salaries quoted 13 42 34
Watford median annual salary £50,000 £48,750 £40,000
Median salary % change year-on-year +2.56% +21.88% +23.08%
10th Percentile £40,000 £35,000 £37,500
90th Percentile £82,000 £60,000 £52,500
Hertfordshire median annual salary £55,000 £52,500 £45,000
% change year-on-year +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 Watford with a requirement for coding skills.

All Programming Languages
Watford
Permanent vacancies with a requirement for coding skills 547 433 493
As % of all permanent IT jobs advertised in Watford 56.28% 41.92% 46.20%
Number of salaries quoted 465 381 404
Watford median annual salary £51,500 £50,000 £45,000
Median salary % change year-on-year +3.00% +11.11% +5.88%
10th Percentile £32,500 £30,000 £25,900
90th Percentile £69,500 £70,000 £59,625
Hertfordshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 20 November 2017.

Salary histogram for Python in Watford

For the 6 months to 20 November 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 Watford region with a requirement for Python.

1 9 (64.29%) Linux
2 8 (57.14%) Java
3 7 (50.00%) Perl
3 7 (50.00%) Oracle
3 7 (50.00%) Web Services
4 6 (42.86%) DNS
4 6 (42.86%) Firewall
4 6 (42.86%) SaaS
5 5 (35.71%) Ansible
5 5 (35.71%) Ruby
5 5 (35.71%) Red Hat
5 5 (35.71%) Unix
5 5 (35.71%) TCP/IP
6 4 (28.57%) E-Commerce
6 4 (28.57%) Apache
6 4 (28.57%) SOAP
6 4 (28.57%) SQL
6 4 (28.57%) Change Management
6 4 (28.57%) Amazon AWS
6 4 (28.57%) DevOps
6 4 (28.57%) Amazon RDS
6 4 (28.57%) Opscode Chef
6 4 (28.57%) PaaS
6 4 (28.57%) Terraform
6 4 (28.57%) Security Operations
7 3 (21.43%) Thales
7 3 (21.43%) Web Operations
7 3 (21.43%) Fintech
7 3 (21.43%) Bourne shell
7 3 (21.43%) C-shell

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:

Application Platforms
1 4 (28.57%) Apache
2 3 (21.43%) Tomcat
2 3 (21.43%) WebLogic
3 2 (14.29%) Confluence
4 1 (7.14%) JBoss
Cloud Services
1 6 (42.86%) SaaS
2 4 (28.57%) Amazon AWS
2 4 (28.57%) PaaS
3 2 (14.29%) Amazon CloudWatch
3 2 (14.29%) Amazon ElastiCache
3 2 (14.29%) Amazon S3
3 2 (14.29%) AWS CloudFormation
3 2 (14.29%) AWS Lambda
3 2 (14.29%) GitHub
3 2 (14.29%) IaaS
3 2 (14.29%) Microsoft Azure
3 2 (14.29%) Route 53
3 2 (14.29%) Serverless
3 2 (14.29%) Virtual Private Cloud
4 1 (7.14%) Akamai
Communications & Networking
1 6 (42.86%) DNS
1 6 (42.86%) Firewall
2 5 (35.71%) TCP/IP
3 3 (21.43%) LDAP
3 3 (21.43%) SSH
4 2 (14.29%) ICMP
4 2 (14.29%) VPN
5 1 (7.14%) HTTP
Database & Business Intelligence
1 4 (28.57%) Amazon RDS
2 2 (14.29%) DB2
2 2 (14.29%) MySQL
2 2 (14.29%) NoSQL
2 2 (14.29%) SQL Server
3 1 (7.14%) Oracle Database
3 1 (7.14%) Redis
Development Applications
1 2 (14.29%) Jenkins
1 2 (14.29%) JIRA
1 2 (14.29%) JUnit
1 2 (14.29%) Maven
1 2 (14.29%) VSS/SourceSafe
2 1 (7.14%) Git (software)
2 1 (7.14%) Selenium
2 1 (7.14%) Subversion
2 1 (7.14%) WebDriver
General
1 3 (21.43%) French Language
1 3 (21.43%) German Language
1 3 (21.43%) Retail
2 2 (14.29%) Games
2 2 (14.29%) Swedish Language
3 1 (7.14%) Czech Language
3 1 (7.14%) Finance
3 1 (7.14%) Polish Language
Job Titles
1 4 (28.57%) Security Engineer
1 4 (28.57%) Web Engineer
2 3 (21.43%) E-Commerce Engineer
2 3 (21.43%) Unix Engineer
3 2 (14.29%) Architect
3 2 (14.29%) AWS Architect
3 2 (14.29%) AWS DevOps
3 2 (14.29%) AWS DevOps Engineer
3 2 (14.29%) AWS Engineer
3 2 (14.29%) Consultant
3 2 (14.29%) DevOps Architect
3 2 (14.29%) DevOps Engineer
3 2 (14.29%) Infrastructure Consultant
3 2 (14.29%) Junior
3 2 (14.29%) Junior Unix Engineer
4 1 (7.14%) Agile Tester
4 1 (7.14%) Automation Tester
4 1 (7.14%) Developer
4 1 (7.14%) Java Swing Developer
4 1 (7.14%) Selenium Tester
Libraries, Frameworks & Software Standards
1 7 (50.00%) Web Services
2 4 (28.57%) SOAP
3 3 (21.43%) Middleware
4 2 (14.29%) Node.js
5 1 (7.14%) .NET
5 1 (7.14%) .NET Framework
5 1 (7.14%) AngularJS
5 1 (7.14%) Catalyst
5 1 (7.14%) CGI
5 1 (7.14%) Hibernate
5 1 (7.14%) J2EE
5 1 (7.14%) React
5 1 (7.14%) Ruby on Rails
5 1 (7.14%) Swing
Miscellaneous
1 3 (21.43%) Fintech
1 3 (21.43%) Management Information System
1 3 (21.43%) PKI
2 2 (14.29%) Hybrid Cloud
2 2 (14.29%) Public Cloud
3 1 (7.14%) User Experience
Operating Systems
1 9 (64.29%) Linux
2 5 (35.71%) Unix
3 3 (21.43%) AIX
3 3 (21.43%) Solaris
4 2 (14.29%) CentOS
4 2 (14.29%) DC/OS
4 2 (14.29%) Ubuntu
Processes & Methodologies
1 4 (28.57%) Change Management
1 4 (28.57%) DevOps
1 4 (28.57%) E-Commerce
1 4 (28.57%) Security Operations
2 3 (21.43%) Information Security
2 3 (21.43%) ITIL
2 3 (21.43%) Performance Tuning
2 3 (21.43%) SEO
2 3 (21.43%) Web Operations
3 2 (14.29%) Agile Software Development
3 2 (14.29%) Build Automation
3 2 (14.29%) Configuration Management
3 2 (14.29%) Load Balancing
3 2 (14.29%) Open Source
3 2 (14.29%) Presales
3 2 (14.29%) Re-Platforming
3 2 (14.29%) Software Delivery
3 2 (14.29%) TDD
4 1 (7.14%) QA Automation
4 1 (7.14%) SDET
Programming Languages
1 8 (57.14%) Java
2 7 (50.00%) Perl
3 5 (35.71%) Ruby
4 4 (28.57%) SQL
5 3 (21.43%) Bourne shell
5 3 (21.43%) C-shell
5 3 (21.43%) Shell Script
6 2 (14.29%) Go
6 2 (14.29%) PHP
6 2 (14.29%) PL/SQL
7 1 (7.14%) AWK
7 1 (7.14%) C#
7 1 (7.14%) C++
7 1 (7.14%) Groovy
7 1 (7.14%) JavaScript
Qualifications
1 3 (21.43%) CISSP
2 2 (14.29%) Degree
2 2 (14.29%) Master's Degree
3 1 (7.14%) SC Cleared
3 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 3 (21.43%) Sarbanes-Oxley
2 1 (7.14%) PCI DSS
2 1 (7.14%) QA
System Software
1 2 (14.29%) Docker
Systems Management
1 5 (35.71%) Ansible
2 4 (28.57%) Opscode Chef
2 4 (28.57%) Terraform
3 3 (21.43%) BMC PATROL
4 2 (14.29%) Kubernetes
4 2 (14.29%) Marathon
4 2 (14.29%) Mesos
4 2 (14.29%) Puppet
Vendors
1 7 (50.00%) Oracle
2 5 (35.71%) Red Hat
3 3 (21.43%) BMC
3 3 (21.43%) Thales
3 3 (21.43%) VocaLink
4 2 (14.29%) Microsoft
5 1 (7.14%) Splunk
5 1 (7.14%) Veracode