Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire > St Albans
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 50 51 52
Rank change year-on-year +1 +1 +1
Permanent jobs citing Python 25 18 6
As % of all permanent IT jobs advertised in St Albans 5.90% 5.16% 2.76%
As % of the Programming Languages category 7.76% 6.45% 3.82%
Number of salaries quoted 24 4 5
St Albans median annual salary £60,000 £52,500 £27,500
Median salary % change year-on-year +14.29% +90.91% -45.00%
10th Percentile £48,750 £48,750 £22,500
90th Percentile £87,500 £56,250 £34,000
Hertfordshire median annual salary £60,000 £50,000 £52,500
% change year-on-year +20.00% -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 322 279 157
As % of all permanent IT jobs advertised in St Albans 75.94% 79.94% 72.35%
Number of salaries quoted 309 253 150
St Albans median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £33,750 £35,000 £26,213
90th Percentile £76,250 £72,500 £72,500
Hertfordshire median annual salary £50,000 £47,500 £45,000
% 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 23 April 2018.

Salary histogram for Python in St Albans

For the 6 months to 23 April 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 13 (52.00%) DevOps
2 12 (48.00%) SQL
2 12 (48.00%) Linux
2 12 (48.00%) VMware
3 11 (44.00%) Amazon AWS
3 11 (44.00%) Docker
3 11 (44.00%) Kubernetes
4 10 (40.00%) PowerShell
5 9 (36.00%) Agile Software Development
5 9 (36.00%) Google
5 9 (36.00%) DHCP
5 9 (36.00%) TCP/IP
5 9 (36.00%) DNS
5 9 (36.00%) Analytical Skills
5 9 (36.00%) Problem-Solving
6 8 (32.00%) Java
6 8 (32.00%) Oracle
6 8 (32.00%) Wi-Fi
7 7 (28.00%) Windows
7 7 (28.00%) Finance
7 7 (28.00%) Shell Script
7 7 (28.00%) Windows Server
7 7 (28.00%) Data Centre
8 6 (24.00%) Private Cloud
8 6 (24.00%) Patch Management
8 6 (24.00%) Google Cloud Platform
8 6 (24.00%) Ruby
8 6 (24.00%) Continuous Integration
8 6 (24.00%) Hyper-V
8 6 (24.00%) VMware Infrastructure

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 6 (24.00%) OpenStack
2 5 (20.00%) Cloud Foundry
Applications
1 1 (4.00%) Microsoft Excel
Cloud Services
1 11 (44.00%) Amazon AWS
2 6 (24.00%) Google Cloud Platform
2 6 (24.00%) Microsoft Azure
3 1 (4.00%) GitHub
Communications & Networking
1 9 (36.00%) DHCP
1 9 (36.00%) DNS
1 9 (36.00%) TCP/IP
2 8 (32.00%) Wi-Fi
3 5 (20.00%) Firewall
4 4 (16.00%) Fibre Channel
5 3 (12.00%) 802.11
5 3 (12.00%) RFID
5 3 (12.00%) Wireless
5 3 (12.00%) Wireless Security
6 2 (8.00%) BGP
6 2 (8.00%) Broadband
6 2 (8.00%) Ethernet
6 2 (8.00%) MPLS
6 2 (8.00%) OSPF
6 2 (8.00%) SNMP
6 2 (8.00%) VXLAN
6 2 (8.00%) WAN
Database & Business Intelligence
1 6 (24.00%) Oracle Database
2 5 (20.00%) Apache Cassandra
2 5 (20.00%) NoSQL
2 5 (20.00%) PostgreSQL
3 2 (8.00%) SQL Server
4 1 (4.00%) BigQuery
4 1 (4.00%) Data Mining
Development Applications
1 6 (24.00%) Jenkins
2 1 (4.00%) JIRA
2 1 (4.00%) Metasploit
General
1 7 (28.00%) Finance
2 4 (16.00%) Retail
Job Titles
1 8 (32.00%) DBA
2 7 (28.00%) Oracle DBA
3 6 (24.00%) DevOps Engineer
4 4 (16.00%) VMware Engineer
5 3 (12.00%) Cloud Engineer
5 3 (12.00%) Developer
5 3 (12.00%) IT Engineer
5 3 (12.00%) Linux DevOps Engineer
5 3 (12.00%) Linux Engineer
5 3 (12.00%) Linux/Unix DevOps
5 3 (12.00%) Python Engineer
5 3 (12.00%) Senior DevOps
5 3 (12.00%) Senior DevOps Engineer
5 3 (12.00%) Software Engineer
5 3 (12.00%) SQL DBA
5 3 (12.00%) Wireless Engineer
6 2 (8.00%) .NET Developer
6 2 (8.00%) Network Engineer
6 2 (8.00%) Security Engineer
6 2 (8.00%) Software Developer
Libraries, Frameworks & Software Standards
1 5 (20.00%) Memcached
2 3 (12.00%) 802.1X
3 2 (8.00%) .NET
3 2 (8.00%) AngularJS
3 2 (8.00%) ASP.NET
3 2 (8.00%) ASP.NET Web API
3 2 (8.00%) jQuery
3 2 (8.00%) Web Services
Miscellaneous
1 9 (36.00%) Analytical Skills
2 7 (28.00%) Data Centre
3 6 (24.00%) Private Cloud
4 3 (12.00%) Spread Betting
5 2 (8.00%) Computer Science
Operating Systems
1 12 (48.00%) Linux
2 7 (28.00%) Windows
2 7 (28.00%) Windows Server
3 4 (16.00%) CentOS
4 3 (12.00%) Apple iOS
4 3 (12.00%) Unix
5 1 (4.00%) Kali Linux
Processes & Methodologies
1 13 (52.00%) DevOps
2 9 (36.00%) Agile Software Development
2 9 (36.00%) Problem-Solving
3 6 (24.00%) Continuous Integration
3 6 (24.00%) Patch Management
4 5 (20.00%) Configuration Management
4 5 (20.00%) Continuous Deployment
4 5 (20.00%) High Availability
4 5 (20.00%) Open Source
4 5 (20.00%) Service Delivery
4 5 (20.00%) Test Automation
5 4 (16.00%) Business Continuity
5 4 (16.00%) Security Patching
5 4 (16.00%) Software Engineering
6 3 (12.00%) Network Design
7 2 (8.00%) B2B
7 2 (8.00%) ITIL
7 2 (8.00%) MVC
7 2 (8.00%) Scrum
7 2 (8.00%) TDD
Programming Languages
1 12 (48.00%) SQL
2 10 (40.00%) PowerShell
3 8 (32.00%) Java
4 7 (28.00%) Shell Script
5 6 (24.00%) Ruby
6 2 (8.00%) JavaScript
7 1 (4.00%) Go
7 1 (4.00%) Haskell
7 1 (4.00%) Java 8
7 1 (4.00%) Perl
7 1 (4.00%) PHP
7 1 (4.00%) R
7 1 (4.00%) Scala
7 1 (4.00%) VBA
Qualifications
1 5 (20.00%) Degree
2 3 (12.00%) CWNA
3 2 (8.00%) CCIE
3 2 (8.00%) CCNP
3 2 (8.00%) Cisco Certification
3 2 (8.00%) Computer Science Degree
3 2 (8.00%) JNCIE
3 2 (8.00%) JNCIP
3 2 (8.00%) SSCP
4 1 (4.00%) CEH
4 1 (4.00%) CISA
4 1 (4.00%) CISM
4 1 (4.00%) CISSP
4 1 (4.00%) CompTIA Security+
4 1 (4.00%) CSSLP
4 1 (4.00%) GCIA
4 1 (4.00%) GCIH
4 1 (4.00%) GIAC
4 1 (4.00%) GSEC
System Software
1 11 (44.00%) Docker
2 6 (24.00%) Hyper-V
2 6 (24.00%) VMware ESXi
2 6 (24.00%) VMware Infrastructure
2 6 (24.00%) vSphere
3 4 (16.00%) Active Directory
Systems Management
1 11 (44.00%) Kubernetes
2 6 (24.00%) Opscode Chef
3 4 (16.00%) Docker Swarm
4 1 (4.00%) Nessus
4 1 (4.00%) Nmap
Vendors
1 12 (48.00%) VMware
2 9 (36.00%) Google
3 8 (32.00%) Oracle
4 4 (16.00%) 3PAR
4 4 (16.00%) Red Hat
5 2 (8.00%) Juniper
5 2 (8.00%) Microsoft
6 1 (4.00%) Netsparker
6 1 (4.00%) Qualys
6 1 (4.00%) Splunk
6 1 (4.00%) Tableau