Period
to 20 January 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 20 January 2018 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire > St Albans
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 25 49 68
Rank change year-on-year +24 +19 -32
Permanent jobs citing Python 46 19 5
As % of all permanent IT jobs advertised in St Albans 12.64% 4.66% 1.85%
As % of the Programming Languages category 16.91% 6.15% 2.36%
Number of salaries quoted 39 3 4
St Albans median annual salary £55,000 £55,000 £26,250
Median salary % change year-on-year - +109.52% -47.50%
10th Percentile £38,500 £52,500 £22,500
90th Percentile £79,500 £58,500 £34,875
Hertfordshire median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

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 272 309 212
As % of all permanent IT jobs advertised in St Albans 74.73% 75.74% 78.23%
Number of salaries quoted 246 279 203
St Albans median annual salary £55,000 £52,500 £46,000
Median salary % change year-on-year +4.76% +14.13% -8.00%
10th Percentile £33,750 £32,500 £25,000
90th Percentile £72,500 £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 20 January 2018.

Salary histogram for Python in St Albans

For the 6 months to 20 January 2018, 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 St Albans region with a requirement for Python.

1 26 (56.52%) Linux
2 21 (45.65%) SQL
3 20 (43.48%) Agile Software Development
4 19 (41.30%) Wi-Fi
4 19 (41.30%) Open Source
5 18 (39.13%) Finance
6 17 (36.96%) OpenStack
6 17 (36.96%) DevOps
6 17 (36.96%) Kubernetes
6 17 (36.96%) Private Cloud
7 16 (34.78%) Docker
7 16 (34.78%) VMware
7 16 (34.78%) Java
8 14 (30.43%) Shell Script
9 13 (28.26%) Degree
10 12 (26.09%) Software Engineering
10 12 (26.09%) Continuous Integration
10 12 (26.09%) Opscode Chef
10 12 (26.09%) vSphere
10 12 (26.09%) VMware ESXi
11 11 (23.91%) Amazon AWS
12 10 (21.74%) Wireless Security
12 10 (21.74%) PowerShell
12 10 (21.74%) 802.11
12 10 (21.74%) RFID
12 10 (21.74%) Wireless
12 10 (21.74%) CWNA
12 10 (21.74%) Network Design
12 10 (21.74%) PostgreSQL
12 10 (21.74%) 802.1X

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 17 (36.96%) OpenStack
2 9 (19.57%) Cloud Foundry
3 3 (6.52%) SAS
Applications
1 3 (6.52%) SPSS
Cloud Services
1 11 (23.91%) Amazon AWS
2 5 (10.87%) Cloud Computing
2 5 (10.87%) GitHub
3 4 (8.70%) Google Cloud Platform
3 4 (8.70%) Microsoft Azure
Communications & Networking
1 19 (41.30%) Wi-Fi
2 10 (21.74%) 802.11
2 10 (21.74%) RFID
2 10 (21.74%) Wireless
2 10 (21.74%) Wireless Security
3 6 (13.04%) Broadband
3 6 (13.04%) Internet
4 5 (10.87%) Software-Defined Networking
5 4 (8.70%) DHCP
5 4 (8.70%) DNS
5 4 (8.70%) Fibre Channel
5 4 (8.70%) Firewall
5 4 (8.70%) TCP/IP
Database & Business Intelligence
1 10 (21.74%) PostgreSQL
2 9 (19.57%) Apache Cassandra
2 9 (19.57%) NoSQL
3 8 (17.39%) Hadoop
4 5 (10.87%) Data Mining
4 5 (10.87%) SQL Server
5 4 (8.70%) Oracle Database
6 3 (6.52%) Big Data
6 3 (6.52%) BusinessObjects
6 3 (6.52%) GIS
6 3 (6.52%) QlikView
6 3 (6.52%) SQL Server Integration Services
6 3 (6.52%) SQL Server Reporting Services
Development Applications
1 9 (19.57%) Jenkins
General
1 18 (39.13%) Finance
2 5 (10.87%) Marketing
Job Titles
1 12 (26.09%) DevOps Engineer
2 10 (21.74%) Wireless Engineer
3 9 (19.57%) Software Engineer
4 8 (17.39%) Cloud Engineer
4 8 (17.39%) Senior DevOps
4 8 (17.39%) Senior DevOps Engineer
5 6 (13.04%) VMware Engineer
6 5 (10.87%) Developer
6 5 (10.87%) Systems Engineer
7 4 (8.70%) .NET Developer
7 4 (8.70%) .NET Software Developer
7 4 (8.70%) DBA
7 4 (8.70%) Oracle DBA
7 4 (8.70%) Software Developer
8 3 (6.52%) Analytics Manager
8 3 (6.52%) Data Analytics Manager
8 3 (6.52%) Fraud Manager
8 3 (6.52%) Linux Engineer
8 3 (6.52%) Senior Analytics Manager
8 3 (6.52%) Software Manager
Libraries, Frameworks & Software Standards
1 10 (21.74%) 802.1X
2 9 (19.57%) .NET
2 9 (19.57%) Memcached
3 6 (13.04%) AngularJS
3 6 (13.04%) ASP.NET
3 6 (13.04%) ASP.NET Web API
3 6 (13.04%) jQuery
3 6 (13.04%) Web Services
4 5 (10.87%) RESTful
5 1 (2.17%) Django
Miscellaneous
1 17 (36.96%) Private Cloud
2 9 (19.57%) Data Centre
3 7 (15.22%) Analytical Skills
4 5 (10.87%) Blog
4 5 (10.87%) Virtual Team
5 1 (2.17%) Robotics
Operating Systems
1 26 (56.52%) Linux
2 9 (19.57%) Apple iOS
2 9 (19.57%) Unix
3 4 (8.70%) CentOS
3 4 (8.70%) Windows
3 4 (8.70%) Windows Server
Processes & Methodologies
1 20 (43.48%) Agile Software Development
2 19 (41.30%) Open Source
3 17 (36.96%) DevOps
4 12 (26.09%) Continuous Integration
4 12 (26.09%) Software Engineering
5 10 (21.74%) Network Design
5 10 (21.74%) Presales
6 9 (19.57%) Configuration Management
6 9 (19.57%) Continuous Deployment
6 9 (19.57%) High Availability
6 9 (19.57%) Service Delivery
6 9 (19.57%) Test Automation
7 6 (13.04%) B2B
7 6 (13.04%) BDD
7 6 (13.04%) MVC
7 6 (13.04%) Scrum
7 6 (13.04%) TDD
7 6 (13.04%) Unit Testing
8 5 (10.87%) Benchmarking
8 5 (10.87%) Use Case
Programming Languages
1 21 (45.65%) SQL
2 16 (34.78%) Java
3 14 (30.43%) Shell Script
4 10 (21.74%) PowerShell
5 9 (19.57%) Ruby
6 8 (17.39%) C++
7 6 (13.04%) JavaScript
8 5 (10.87%) Bash Shell
8 5 (10.87%) C
8 5 (10.87%) Perl
9 3 (6.52%) C#
9 3 (6.52%) T-SQL
9 3 (6.52%) VB.NET
10 1 (2.17%) Go
Qualifications
1 13 (28.26%) Degree
2 10 (21.74%) CWNA
System Software
1 16 (34.78%) Docker
2 12 (26.09%) VMware ESXi
2 12 (26.09%) vSphere
3 4 (8.70%) Active Directory
3 4 (8.70%) Hyper-V
3 4 (8.70%) VMware Infrastructure
Systems Management
1 17 (36.96%) Kubernetes
2 12 (26.09%) Opscode Chef
3 5 (10.87%) Cobbler
3 5 (10.87%) Puppet
4 4 (8.70%) Docker Swarm
Vendors
1 16 (34.78%) VMware
2 6 (13.04%) Microsoft
3 5 (10.87%) IBM
3 5 (10.87%) Intel
3 5 (10.87%) NVIDIA
4 4 (8.70%) 3PAR
4 4 (8.70%) Google
4 4 (8.70%) Oracle
4 4 (8.70%) Red Hat
5 3 (6.52%) SAP
5 3 (6.52%) Tableau