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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire / St Albans
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 32 - 53
Rank change year-on-year - 0  
Permanent jobs citing Python 8 0 1
As % of all permanent IT jobs advertised in St Albans 5.67% - 0.48%
As % of the Programming Languages category 7.62% - 0.59%
Number of salaries quoted 6 0 1
Median salary £52,500 - £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in St Albans with a requirement for programming language skills.

Programming Language Skills
St Albans
Permanent job vacancies with a requirement for programming language skills 105 86 169
As % of all permanent IT job vacancies advertised in St Albans 74.47% 73.50% 80.48%
Number of salaries quoted 99 86 153
Median salary £52,500 £47,500 £55,000
Median salary % change year-on-year +10.52% -13.63%  
90% offered a salary of more than £32,500 £42,500 £35,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in St Albans

The job posting trend of jobs advertised in St Albans citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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

For the 6 months to 26 June 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 St Albans region with a requirement for Python.

1 18 (90.00%) Java
2 13 (65.00%) .NET
2 13 (65.00%) Finance
3 12 (60.00%) SQL Server
4 11 (55.00%) SAP
4 11 (55.00%) SQL
4 11 (55.00%) T-SQL
4 11 (55.00%) VB.NET
4 11 (55.00%) ETL
4 11 (55.00%) SAS
4 11 (55.00%) Business Intelligence
4 11 (55.00%) BusinessObjects
4 11 (55.00%) SPSS
4 11 (55.00%) Project Management
4 11 (55.00%) C#
4 11 (55.00%) Programme Management
4 11 (55.00%) Stakeholder Management
4 11 (55.00%) SQL Server Integration Services
4 11 (55.00%) Degree
4 11 (55.00%) Resource Management
4 11 (55.00%) SQL Server Reporting Services
4 11 (55.00%) Data Analytics
4 11 (55.00%) Analytics
4 11 (55.00%) Analytical Skills
4 11 (55.00%) Anti-Money Laundering
5 9 (45.00%) Web Services
6 8 (40.00%) GIS
6 8 (40.00%) Big Data
6 8 (40.00%) Data Visualisation
6 8 (40.00%) Tableau

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 11 (55.00%) SAS
Applications
1 11 (55.00%) SPSS
Cloud Services
1 2 (10.00%) Amazon AWS
Communications & Networking
1 7 (35.00%) DNS
1 7 (35.00%) ICMP
1 7 (35.00%) TCP/IP
Database & Business Intelligence
1 12 (60.00%) SQL Server
2 11 (55.00%) BusinessObjects
2 11 (55.00%) SQL Server Integration Services
2 11 (55.00%) SQL Server Reporting Services
3 8 (40.00%) Big Data
3 8 (40.00%) GIS
3 8 (40.00%) Hadoop
3 8 (40.00%) QlikView
General
1 13 (65.00%) Finance
Job Titles
1 11 (55.00%) Technical Manager
2 8 (40.00%) Analytics Manager
2 8 (40.00%) Data Analytics Manager
2 8 (40.00%) Data Manager
2 8 (40.00%) Fraud Manager
2 8 (40.00%) Senior Analytics Manager
2 8 (40.00%) Senior Manager
2 8 (40.00%) Senior Technical Manager
2 8 (40.00%) Software Manager
3 7 (35.00%) DevOps Engineer
3 7 (35.00%) Site Engineer
4 3 (15.00%) Forensic Manager
4 3 (15.00%) Programme Manager
4 3 (15.00%) Project Manager
4 3 (15.00%) Technical Project Manager
5 1 (5.00%) .NET Software Developer
5 1 (5.00%) .NET Team Leader
5 1 (5.00%) Developer
5 1 (5.00%) Software Developer
5 1 (5.00%) Software Team Leader
Libraries, Frameworks & Software Standards
1 13 (65.00%) .NET
2 9 (45.00%) Web Services
3 7 (35.00%) Node.js
4 2 (10.00%) AngularJS
4 2 (10.00%) ASP.NET
4 2 (10.00%) ASP.NET Web API
4 2 (10.00%) jQuery
Miscellaneous
1 11 (55.00%) Analytical Skills
2 7 (35.00%) Algorithms
2 7 (35.00%) Client/Server
2 7 (35.00%) Data Structures
Operating Systems
1 7 (35.00%) Linux
1 7 (35.00%) Unix
Processes & Methodologies
1 11 (55.00%) Analytics
1 11 (55.00%) Anti-Money Laundering
1 11 (55.00%) Business Intelligence
1 11 (55.00%) Data Analytics
1 11 (55.00%) ETL
1 11 (55.00%) Programme Management
1 11 (55.00%) Project Management
1 11 (55.00%) Resource Management
1 11 (55.00%) Stakeholder Management
2 8 (40.00%) Data Visualisation
2 8 (40.00%) Visualisation
3 7 (35.00%) Build Automation
3 7 (35.00%) Capacity Planning
3 7 (35.00%) Complexity Analysis
3 7 (35.00%) Demand Forecasting
3 7 (35.00%) DevOps
3 7 (35.00%) Load Balancing
3 7 (35.00%) Performance Analysis
3 7 (35.00%) Software Engineering
4 3 (15.00%) Forensic Analysis
Programming Languages
1 18 (90.00%) Java
2 11 (55.00%) C#
2 11 (55.00%) SQL
2 11 (55.00%) T-SQL
2 11 (55.00%) VB.NET
3 7 (35.00%) Scala
4 2 (10.00%) JavaScript
4 2 (10.00%) PowerShell
Qualifications
1 11 (55.00%) Degree
Vendors
1 11 (55.00%) SAP
2 8 (40.00%) Tableau
3 2 (10.00%) Microsoft