Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire > St Albans
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 57 47 55
Rank change year-on-year -10 +8 +22
Permanent jobs citing Python 14 18 2
As % of all permanent IT jobs advertised in St Albans 3.51% 5.79% 0.91%
As % of the Programming Languages category 4.09% 7.41% 1.31%
Number of salaries quoted 14 9 2
St Albans median annual salary £60,000 £52,500 £26,250
Median salary % change year-on-year +14.29% +100.00% -47.50%
10th Percentile £48,750 £47,500 £22,875
90th Percentile £68,375 £56,500 £28,625
Hertfordshire median annual salary £60,000 £48,750 £50,000
% change year-on-year +23.08% -2.50% +11.11%

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 342 243 153
As % of all permanent IT jobs advertised in St Albans 85.71% 78.14% 69.55%
Number of salaries quoted 325 226 153
St Albans median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +1.01%
10th Percentile £33,750 £30,500 £32,500
90th Percentile £76,250 £72,500 £72,500
Hertfordshire median annual salary £50,000 £47,000 £45,000
% change year-on-year +6.38% +4.44% -

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 16 July 2018.

Salary histogram for Python in St Albans

For the 6 months to 16 July 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 7 (50.00%) Amazon AWS
2 6 (42.86%) Google
3 5 (35.71%) Retail
3 5 (35.71%) DHCP
3 5 (35.71%) TCP/IP
3 5 (35.71%) DNS
3 5 (35.71%) PowerShell
3 5 (35.71%) Analytical Skills
3 5 (35.71%) Problem-Solving
4 4 (28.57%) Java
4 4 (28.57%) Oracle
5 3 (21.43%) Agile Software Development
5 3 (21.43%) SQL
5 3 (21.43%) Windows
5 3 (21.43%) SSCP
5 3 (21.43%) Shell Script
5 3 (21.43%) DevOps
5 3 (21.43%) Windows Server
5 3 (21.43%) Spread Betting
5 3 (21.43%) Computer Science
6 2 (14.29%) Qualys
6 2 (14.29%) JNCIP
6 2 (14.29%) JNCIE
6 2 (14.29%) Ruby
6 2 (14.29%) Metasploit
6 2 (14.29%) Hyper-V
6 2 (14.29%) Scala
6 2 (14.29%) Haskell
6 2 (14.29%) Multithreading
6 2 (14.29%) Continuous Improvement

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:

Applications
1 1 (7.14%) Microsoft Excel
Cloud Services
1 7 (50.00%) Amazon AWS
2 2 (14.29%) Google Cloud Platform
2 2 (14.29%) Microsoft Azure
3 1 (7.14%) GitHub
Communications & Networking
1 5 (35.71%) DHCP
1 5 (35.71%) DNS
1 5 (35.71%) TCP/IP
2 2 (14.29%) BGP
2 2 (14.29%) Ethernet
2 2 (14.29%) MPLS
2 2 (14.29%) OSPF
2 2 (14.29%) SNMP
2 2 (14.29%) VXLAN
2 2 (14.29%) WAN
3 1 (7.14%) Firewall
Database & Business Intelligence
1 2 (14.29%) Oracle Database
1 2 (14.29%) SQL Server
2 1 (7.14%) BigQuery
2 1 (7.14%) Data Mining
Development Applications
1 2 (14.29%) Metasploit
2 1 (7.14%) Jenkins
2 1 (7.14%) JIRA
General
1 5 (35.71%) Retail
2 2 (14.29%) Finance
Job Titles
1 4 (28.57%) DBA
1 4 (28.57%) Developer
2 3 (21.43%) Oracle DBA
2 3 (21.43%) Security Engineer
2 3 (21.43%) SQL DBA
3 2 (14.29%) Java Developer
3 2 (14.29%) Network Engineer
3 2 (14.29%) Real Time Developer
3 2 (14.29%) Senior Developer
3 2 (14.29%) Senior Java Developer
3 2 (14.29%) Senior Network Engineer
4 1 (7.14%) .NET Software Developer
4 1 (7.14%) Administrator
4 1 (7.14%) Analyst
4 1 (7.14%) Automation Engineer
4 1 (7.14%) Developer/Software Engineer
4 1 (7.14%) Graduate Software Engineer
4 1 (7.14%) Oracle Infrastructure Engineer
4 1 (7.14%) Oracle SQL Server DBA
4 1 (7.14%) Product Analyst
Libraries, Frameworks & Software Standards
1 1 (7.14%) .NET
1 1 (7.14%) AngularJS
1 1 (7.14%) ASP.NET
1 1 (7.14%) ASP.NET Web API
1 1 (7.14%) jQuery
1 1 (7.14%) Web Services
Miscellaneous
1 5 (35.71%) Analytical Skills
2 3 (21.43%) Computer Science
2 3 (21.43%) Spread Betting
3 2 (14.29%) Data Centre
Operating Systems
1 3 (21.43%) Windows
1 3 (21.43%) Windows Server
2 2 (14.29%) Kali Linux
2 2 (14.29%) Linux
Processes & Methodologies
1 5 (35.71%) Problem-Solving
2 3 (21.43%) Agile Software Development
2 3 (21.43%) DevOps
3 2 (14.29%) Continuous Improvement
3 2 (14.29%) Customer-Centricity
3 2 (14.29%) ITIL
3 2 (14.29%) Multithreading
3 2 (14.29%) Patch Management
3 2 (14.29%) Penetration Testing
3 2 (14.29%) SDLC
3 2 (14.29%) Threat Modelling
4 1 (7.14%) A/B Testing
4 1 (7.14%) BDD
4 1 (7.14%) Commercial Awareness
4 1 (7.14%) Mathematics
4 1 (7.14%) Physics
4 1 (7.14%) Quantitative Analysis
4 1 (7.14%) Software Engineering
4 1 (7.14%) Unit Testing
4 1 (7.14%) Visualisation
Programming Languages
1 5 (35.71%) PowerShell
2 4 (28.57%) Java
3 3 (21.43%) Shell Script
3 3 (21.43%) SQL
4 2 (14.29%) Go
4 2 (14.29%) Haskell
4 2 (14.29%) Java 8
4 2 (14.29%) Perl
4 2 (14.29%) PHP
4 2 (14.29%) Ruby
4 2 (14.29%) Scala
5 1 (7.14%) JavaScript
5 1 (7.14%) R
5 1 (7.14%) VBA
Qualifications
1 3 (21.43%) SSCP
2 2 (14.29%) CCIE
2 2 (14.29%) CCNP
2 2 (14.29%) CEH
2 2 (14.29%) CISA
2 2 (14.29%) Cisco Certification
2 2 (14.29%) CISM
2 2 (14.29%) CISSP
2 2 (14.29%) CompTIA Security+
2 2 (14.29%) Computer Science Degree
2 2 (14.29%) CSSLP
2 2 (14.29%) Degree
2 2 (14.29%) GIAC
2 2 (14.29%) JNCIE
2 2 (14.29%) JNCIP
3 1 (7.14%) GCIA
3 1 (7.14%) GCIH
3 1 (7.14%) GSEC
3 1 (7.14%) PhD
System Software
1 2 (14.29%) Docker
1 2 (14.29%) Hyper-V
1 2 (14.29%) VMware Infrastructure
Systems Management
1 2 (14.29%) Kubernetes
1 2 (14.29%) Nessus
1 2 (14.29%) Nmap
Vendors
1 6 (42.86%) Google
2 4 (28.57%) Oracle
3 2 (14.29%) Juniper
3 2 (14.29%) Netsparker
3 2 (14.29%) Qualys
3 2 (14.29%) VMware
4 1 (7.14%) Microsoft
4 1 (7.14%) Splunk
4 1 (7.14%) Tableau