Period
to 17 August 2019

The following table provides summary statistics for permanent job vacancies advertised in Hemel Hempstead 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 17 August 2019 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire > Hemel Hempstead
6 months to
17 Aug 2019
Same period 2018 Same period 2017
Rank 28 46 58
Rank change year-on-year +18 +12 -8
Permanent jobs citing Python 25 8 7
As % of all permanent IT jobs advertised in Hemel Hempstead 7.25% 2.26% 1.64%
As % of the Programming Languages category 17.99% 4.44% 3.95%
Number of salaries quoted 15 8 7
Hemel Hempstead median annual salary £42,500 £53,750 £35,000
Median salary % change year-on-year -20.93% +53.57% -49.28%
10th Percentile £37,500 £45,275 £32,000
90th Percentile £51,250 £56,500 £73,750
Hertfordshire median annual salary £55,000 £60,000 £50,000
% change year-on-year -8.33% +20.00% -2.44%

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 Hemel Hempstead with a requirement for coding skills.

All Programming Languages
Hemel Hempstead
Permanent vacancies with a requirement for coding skills 139 180 177
As % of all permanent IT jobs advertised in Hemel Hempstead 40.29% 50.85% 41.55%
Number of salaries quoted 120 152 170
Hemel Hempstead median annual salary £45,000 £43,000 £48,750
Median salary % change year-on-year +4.65% -11.79% +21.88%
10th Percentile £36,800 £27,500 £31,250
90th Percentile £60,250 £55,000 £65,000
Hertfordshire median annual salary £50,000 £50,000 £47,000
% change year-on-year - +6.38% +4.44%

Python
Job Vacancy Trend in Hemel Hempstead

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

Job vacancy trend for Python in Hemel Hempstead

Python
Salary Trend in Hemel Hempstead

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

Salary trend for Python in Hemel Hempstead

Python
Salary Histogram in Hemel Hempstead

The salary distribution of IT jobs citing Python in Hemel Hempstead over the 6 months to 17 August 2019.

Salary histogram for Python in Hemel Hempstead

For the 6 months to 17 August 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 Hemel Hempstead region with a requirement for Python.

1 15 (60.00%) Linux
2 12 (48.00%) Java
2 12 (48.00%) SQL
3 11 (44.00%) CentOS
3 11 (44.00%) Bash Shell
3 11 (44.00%) Puppet
4 10 (40.00%) CRM
4 10 (40.00%) XML
5 9 (36.00%) PL/SQL
5 9 (36.00%) VB
5 9 (36.00%) SQL Server
5 9 (36.00%) EDI
5 9 (36.00%) ERP
5 9 (36.00%) TCP/IP
5 9 (36.00%) B2B
5 9 (36.00%) Middleware
5 9 (36.00%) Workflow
5 9 (36.00%) Problem-Solving
6 8 (32.00%) New Relic
6 8 (32.00%) Continuous Integration
7 7 (28.00%) Oracle
7 7 (28.00%) Google
7 7 (28.00%) Git (software)
7 7 (28.00%) nginx
7 7 (28.00%) Ruby
7 7 (28.00%) logstash
7 7 (28.00%) Kibana
7 7 (28.00%) Google Cloud Platform
7 7 (28.00%) Elastic Stack
7 7 (28.00%) Sonatype Nexus

Python
Co-occurring IT Skills in Hemel Hempstead 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 7 (28.00%) nginx
2 6 (24.00%) Oracle Workflow
3 4 (16.00%) Elasticsearch
4 1 (4.00%) Confluence
4 1 (4.00%) OpenStack
4 1 (4.00%) SharePoint
Business Applications
1 6 (24.00%) Oracle ERP
2 2 (8.00%) Oracle BPM
3 1 (4.00%) ResourceLink
Cloud Services
1 7 (28.00%) Google Cloud Platform
2 4 (16.00%) Amazon AWS
2 4 (16.00%) Stackdriver
3 1 (4.00%) Azure Stack
3 1 (4.00%) Microsoft Azure
3 1 (4.00%) Office 365
3 1 (4.00%) OneDrive
3 1 (4.00%) Power Platform
Communications & Networking
1 9 (36.00%) TCP/IP
2 5 (20.00%) DNS
3 4 (16.00%) Firewall
3 4 (16.00%) HTTP
3 4 (16.00%) SSL
4 3 (12.00%) HTTPS
5 2 (8.00%) FTP
6 1 (4.00%) Cisco Nexus
6 1 (4.00%) DHCP
6 1 (4.00%) NetScaler
6 1 (4.00%) Skype
6 1 (4.00%) Wi-Fi
6 1 (4.00%) Wireshark
Database & Business Intelligence
1 9 (36.00%) SQL Server
2 6 (24.00%) Crystal Reports
3 5 (20.00%) MySQL
3 5 (20.00%) PostgreSQL
4 4 (16.00%) MongoDB
5 2 (8.00%) BusinessObjects
5 2 (8.00%) Data Warehouse
5 2 (8.00%) SQL Server Reporting Services
6 1 (4.00%) Big Data
6 1 (4.00%) Power BI
6 1 (4.00%) Relational Database
Development Applications
1 7 (28.00%) Artifactory
1 7 (28.00%) Git (software)
1 7 (28.00%) Jenkins
1 7 (28.00%) Sonatype Nexus
2 2 (8.00%) JIRA
2 2 (8.00%) Selenium
3 1 (4.00%) Cucumber
3 1 (4.00%) Eclipse
3 1 (4.00%) NeoLoad
3 1 (4.00%) PROIV
3 1 (4.00%) Robot Framework
3 1 (4.00%) SoapUI
3 1 (4.00%) Subversion
3 1 (4.00%) TestRail
3 1 (4.00%) Visual Studio
3 1 (4.00%) WebDriver
3 1 (4.00%) Zephyr
General
1 2 (8.00%) Banking
2 1 (4.00%) Retail
Job Titles
1 8 (32.00%) Analyst
2 7 (28.00%) EDI Analyst
3 4 (16.00%) Administrator
3 4 (16.00%) Developer
3 4 (16.00%) DevOps Engineer
3 4 (16.00%) Linux Administrator
3 4 (16.00%) Linux Systems Administrator
3 4 (16.00%) Python Developer
3 4 (16.00%) Systems Administrator
4 3 (12.00%) Senior DevOps
4 3 (12.00%) Senior DevOps Engineer
5 2 (8.00%) Technical Leader
6 1 (4.00%) Data Analyst
6 1 (4.00%) Infrastructure Architect
6 1 (4.00%) Infrastructure Engineer
6 1 (4.00%) Java Developer
6 1 (4.00%) JavaScript Developer
6 1 (4.00%) QA Engineer
6 1 (4.00%) Report Analyst
6 1 (4.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 10 (40.00%) XML
2 9 (36.00%) EDI
2 9 (36.00%) Middleware
3 7 (28.00%) Elastic Stack
4 2 (8.00%) EDIFACT
5 1 (4.00%) .NET
5 1 (4.00%) CSS
5 1 (4.00%) DHTML
5 1 (4.00%) Django
5 1 (4.00%) Gherkin
5 1 (4.00%) Hibernate
5 1 (4.00%) HTML
5 1 (4.00%) JDBC
5 1 (4.00%) JMS
5 1 (4.00%) JSP
5 1 (4.00%) MDX
5 1 (4.00%) Node.js
5 1 (4.00%) Servlets
5 1 (4.00%) SOAP
5 1 (4.00%) Spring
Miscellaneous
1 5 (20.00%) Analytical Skills
2 3 (12.00%) Enterprise Cloud
3 1 (4.00%) Replication
Operating Systems
1 15 (60.00%) Linux
2 11 (44.00%) CentOS
3 4 (16.00%) Debian
3 4 (16.00%) Unix
3 4 (16.00%) Windows
4 1 (4.00%) Mac OS
Processes & Methodologies
1 10 (40.00%) CRM
2 9 (36.00%) B2B
2 9 (36.00%) ERP
2 9 (36.00%) Problem-Solving
2 9 (36.00%) Workflow
3 8 (32.00%) Continuous Integration
4 6 (24.00%) Performance Tuning
5 4 (16.00%) Agile Software Development
5 4 (16.00%) DevOps
5 4 (16.00%) Load Balancing
5 4 (16.00%) Microservices
5 4 (16.00%) Performance Measurement
5 4 (16.00%) Preventative Maintenance
5 4 (16.00%) Protective Monitoring
5 4 (16.00%) Release Automation
5 4 (16.00%) Software Engineering
6 3 (12.00%) Configuration Management
6 3 (12.00%) TDD
7 2 (8.00%) Project Management
7 2 (8.00%) Regression Testing
Programming Languages
1 12 (48.00%) Java
1 12 (48.00%) SQL
2 11 (44.00%) Bash Shell
3 9 (36.00%) PL/SQL
3 9 (36.00%) VB
4 7 (28.00%) Ruby
5 4 (16.00%) Perl
6 2 (8.00%) ActionScript
6 2 (8.00%) ActionScript 2.0
6 2 (8.00%) JavaScript
6 2 (8.00%) PHP
7 1 (4.00%) C#
7 1 (4.00%) Data Analysis Expressions (DAX)
7 1 (4.00%) PowerShell
7 1 (4.00%) R
Qualifications
1 3 (12.00%) Degree
2 2 (8.00%) CCNA
2 2 (8.00%) Cisco Certification
3 1 (4.00%) CCA
3 1 (4.00%) Citrix Certification
3 1 (4.00%) Computer Science Degree
3 1 (4.00%) MCP
3 1 (4.00%) MCSA
3 1 (4.00%) Microsoft Certification
3 1 (4.00%) RHCE
Quality Assurance & Compliance
1 4 (16.00%) ISO/IEC 27001
1 4 (16.00%) PCI DSS
2 2 (8.00%) Data Quality
3 1 (4.00%) ISO/IEC 20000
3 1 (4.00%) QA
System Software
1 5 (20.00%) VMware Infrastructure
2 1 (4.00%) Active Directory
2 1 (4.00%) Hyper-V
2 1 (4.00%) Microsoft App-V
2 1 (4.00%) XenApp
2 1 (4.00%) XenDesktop
Systems Management
1 11 (44.00%) Puppet
2 7 (28.00%) Kibana
2 7 (28.00%) logstash
3 5 (20.00%) Ansible
3 5 (20.00%) Nagios
4 4 (16.00%) HAProxy
4 4 (16.00%) Opscode Chef
4 4 (16.00%) ZABBIX
5 1 (4.00%) HP Quality Center
5 1 (4.00%) Microsoft Data Protection Manager
5 1 (4.00%) Prometheus
5 1 (4.00%) SCCM
5 1 (4.00%) SCOM
5 1 (4.00%) SCOrch
Vendors
1 8 (32.00%) New Relic
2 7 (28.00%) Google
2 7 (28.00%) Oracle
3 6 (24.00%) Microsoft
4 5 (20.00%) SolarWinds
4 5 (20.00%) VMware
5 4 (16.00%) Percona
6 2 (8.00%) Jitterbit
6 2 (8.00%) Splunk
6 2 (8.00%) webMethods
7 1 (4.00%) Atlassian
7 1 (4.00%) Cisco
7 1 (4.00%) Citrix
7 1 (4.00%) F5
7 1 (4.00%) Juniper
7 1 (4.00%) NGA Human Resources