Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Guildford 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Python
Surrey > Guildford
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 25 58 85
Rank change year-on-year +33 +27 -29
Permanent jobs citing Python 88 24 28
As % of all permanent IT jobs advertised in Guildford 9.93% 3.53% 2.36%
As % of the Programming Languages category 16.79% 6.94% 4.55%
Number of salaries quoted 83 24 28
Guildford median annual salary £55,000 £50,000 £47,500
Median salary % change year-on-year +10.00% +5.26% +5.56%
10th Percentile £40,250 £34,125 £36,750
90th Percentile £66,250 £83,500 £61,125
Surrey median annual salary £55,000 £52,500 £45,000
% change year-on-year +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 Guildford with a requirement for coding skills.

All Programming Languages
Guildford
Permanent vacancies with a requirement for coding skills 524 346 615
As % of all permanent IT jobs advertised in Guildford 59.14% 50.96% 51.81%
Number of salaries quoted 492 331 572
Guildford median annual salary £45,000 £47,500 £42,500
Median salary % change year-on-year -5.26% +11.76% -5.56%
10th Percentile £27,500 £30,000 £28,750
90th Percentile £61,250 £68,750 £62,500
Surrey median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +5.56% -

Python
Job Vacancy Trend in Guildford

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

Job vacancy trend for Python in Guildford

Python
Salary Trend in Guildford

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

Salary trend for Python in Guildford

Python
Salary Histogram in Guildford

The salary distribution of IT jobs citing Python in Guildford over the 6 months to 18 January 2018.

Salary histogram for Python in Guildford

For the 6 months to 18 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 Guildford region with a requirement for Python.

1 50 (56.82%) Linux
2 41 (46.59%) Amazon AWS
3 40 (45.45%) Agile Software Development
4 37 (42.05%) Ruby
5 36 (40.91%) SQL
5 36 (40.91%) DevOps
6 28 (31.82%) Bash Shell
7 23 (26.14%) C#
7 23 (26.14%) JavaScript
7 23 (26.14%) SaaS
8 22 (25.00%) HTML
9 21 (23.86%) Java
9 21 (23.86%) Degree
9 21 (23.86%) Microsoft Azure
10 19 (21.59%) Continuous Integration
10 19 (21.59%) Software Engineering
11 18 (20.45%) CSS
12 17 (19.32%) MySQL
13 15 (17.05%) PHP
13 15 (17.05%) .NET
13 15 (17.05%) Git (software)
14 14 (15.91%) AngularJS
14 14 (15.91%) Perl
15 13 (14.77%) ASP.NET
15 13 (14.77%) Firewall
15 13 (14.77%) MVC
15 13 (14.77%) .NET Framework
15 13 (14.77%) Jenkins
15 13 (14.77%) React
15 13 (14.77%) jQuery

Python
Co-occurring IT Skills in Guildford 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 4 (4.55%) SAS
2 2 (2.27%) SharePoint
3 1 (1.14%) ArcGIS
Applications
1 4 (4.55%) Stata
2 2 (2.27%) Simulink
3 1 (1.14%) 3ds Max
3 1 (1.14%) Adobe Illustrator
3 1 (1.14%) AutoCAD
3 1 (1.14%) Blender
3 1 (1.14%) Maya
3 1 (1.14%) Photoshop
Cloud Services
1 41 (46.59%) Amazon AWS
2 23 (26.14%) SaaS
3 21 (23.86%) Microsoft Azure
Communications & Networking
1 13 (14.77%) Firewall
2 3 (3.41%) SMS
2 3 (3.41%) TCP/IP
3 2 (2.27%) Wireshark
Database & Business Intelligence
1 17 (19.32%) MySQL
2 9 (10.23%) Relational Database
2 9 (10.23%) SQL Server
3 5 (5.68%) Big Data
3 5 (5.68%) NoSQL
4 4 (4.55%) MongoDB
4 4 (4.55%) Power BI
4 4 (4.55%) SQL Server Analysis Services
4 4 (4.55%) SQL Server Integration Services
4 4 (4.55%) SQL Server Reporting Services
5 3 (3.41%) PostgreSQL
6 1 (1.14%) Geospatial Data
6 1 (1.14%) GIS
6 1 (1.14%) QGIS
6 1 (1.14%) SAP BW
Development Applications
1 15 (17.05%) Git (software)
2 13 (14.77%) Jenkins
3 11 (12.50%) Maven
4 9 (10.23%) Team Foundation Server
5 8 (9.09%) Atlassian Bamboo
5 8 (9.09%) Subversion
6 4 (4.55%) Selenium
6 4 (4.55%) WebDriver
7 3 (3.41%) JMeter
7 3 (3.41%) PHPUnit
8 2 (2.27%) TeamCity
9 1 (1.14%) Ant
General
1 3 (3.41%) Finance
2 2 (2.27%) Games
2 2 (2.27%) Military
3 1 (1.14%) Aerospace
3 1 (1.14%) Legal
3 1 (1.14%) Retail
Job Titles
1 36 (40.91%) DevOps Engineer
2 28 (31.82%) Developer
3 15 (17.05%) Software Developer
4 12 (13.64%) Linux Engineer
5 11 (12.50%) Linux DevOps Engineer
5 11 (12.50%) Linux/Unix DevOps
6 10 (11.36%) Software Engineer
7 9 (10.23%) Python Developer
8 6 (6.82%) .NET Developer
8 6 (6.82%) .NET Software Developer
8 6 (6.82%) ASP.NET Developer
8 6 (6.82%) AWS DevOps
8 6 (6.82%) AWS DevOps Engineer
8 6 (6.82%) AWS Engineer
9 5 (5.68%) C# .NET Developer
9 5 (5.68%) C# ASP.NET Developer
9 5 (5.68%) C# Developer
9 5 (5.68%) C# Software Developer
9 5 (5.68%) Senior Software Engineer
10 4 (4.55%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 22 (25.00%) HTML
2 18 (20.45%) CSS
3 15 (17.05%) .NET
4 14 (15.91%) AngularJS
5 13 (14.77%) .NET Framework
5 13 (14.77%) ASP.NET
5 13 (14.77%) ASP.NET MVC
5 13 (14.77%) jQuery
5 13 (14.77%) React
6 11 (12.50%) Entity Framework
7 9 (10.23%) ASP.NET Web API
7 9 (10.23%) ASP.NET Web Forms
7 9 (10.23%) JSON
7 9 (10.23%) LINQ
7 9 (10.23%) LINQ to SQL
7 9 (10.23%) REST
7 9 (10.23%) SOAP
7 9 (10.23%) WCF
7 9 (10.23%) Web Services
8 8 (9.09%) Django
Miscellaneous
1 11 (12.50%) Computer Science
2 10 (11.36%) Animation
3 5 (5.68%) Mobile App
4 4 (4.55%) Algorithms
5 3 (3.41%) Fintech
6 1 (1.14%) Analytical Skills
6 1 (1.14%) Client/Server
Operating Systems
1 50 (56.82%) Linux
2 2 (2.27%) Embedded Linux
2 2 (2.27%) Unix
2 2 (2.27%) Windows
3 1 (1.14%) Android
3 1 (1.14%) Apple iOS
3 1 (1.14%) CentOS
3 1 (1.14%) Debian
3 1 (1.14%) Red Hat Enterprise Linux
3 1 (1.14%) Solaris
3 1 (1.14%) Ubuntu
Processes & Methodologies
1 40 (45.45%) Agile Software Development
2 36 (40.91%) DevOps
3 19 (21.59%) Continuous Integration
3 19 (21.59%) Software Engineering
4 13 (14.77%) MVC
5 10 (11.36%) 3D Animation
6 9 (10.23%) Configuration Management
6 9 (10.23%) Functional Testing
6 9 (10.23%) Machine Learning
6 9 (10.23%) Responsive Web Design
6 9 (10.23%) Web Design
7 8 (9.09%) Cross-Browser Development
8 7 (7.95%) Mathematics
8 7 (7.95%) SDLC
8 7 (7.95%) Software Architecture
9 6 (6.82%) UML
10 5 (5.68%) Data Visualisation
10 5 (5.68%) Mobile Application Development
10 5 (5.68%) TDD
10 5 (5.68%) Visualisation
Programming Languages
1 37 (42.05%) Ruby
2 36 (40.91%) SQL
3 28 (31.82%) Bash Shell
4 23 (26.14%) C#
4 23 (26.14%) JavaScript
5 21 (23.86%) Java
6 15 (17.05%) PHP
7 14 (15.91%) Perl
8 12 (13.64%) C++
9 11 (12.50%) PowerShell
10 8 (9.09%) MATLAB
10 8 (9.09%) T-SQL
11 6 (6.82%) C
12 5 (5.68%) R
13 3 (3.41%) Bourne shell
14 2 (2.27%) Tcl
15 1 (1.14%) Elixir
15 1 (1.14%) Go
15 1 (1.14%) HLSL
15 1 (1.14%) MAXScript
Qualifications
1 21 (23.86%) Degree
2 5 (5.68%) Computer Science Degree
3 4 (4.55%) ISEB
3 4 (4.55%) ISTQB
3 4 (4.55%) Numerate Degree
3 4 (4.55%) PhD
3 4 (4.55%) Security Cleared
4 2 (2.27%) SC Cleared
5 1 (1.14%) CFCE
5 1 (1.14%) EnCE
Quality Assurance & Compliance
1 4 (4.55%) QA
2 1 (1.14%) Data Quality
System Software
1 1 (1.14%) Docker
Systems Management
1 12 (13.64%) Puppet
2 10 (11.36%) Opscode Chef
3 3 (3.41%) Ansible
4 1 (1.14%) EnCase
4 1 (1.14%) Kubernetes
4 1 (1.14%) Rancher
Vendors
1 2 (2.27%) Atlassian
1 2 (2.27%) Microsoft
1 2 (2.27%) Virgin Media
2 1 (1.14%) ESRI
2 1 (1.14%) Oracle
2 1 (1.14%) Perforce
2 1 (1.14%) SAP
2 1 (1.14%) Tableau