Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Python
Surrey > Guildford
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 45 58 86
Rank change year-on-year +13 +28 -27
Permanent jobs citing Python 52 25 32
As % of all permanent IT jobs advertised in Guildford 6.23% 3.13% 2.49%
As % of the Programming Languages category 11.45% 6.44% 4.65%
Number of salaries quoted 48 25 36
Guildford median annual salary £55,000 £50,000 £48,750
Median salary % change year-on-year +10.00% +2.56% +8.33%
10th Percentile £39,250 £40,900 £26,250
90th Percentile £63,750 £83,000 £61,875
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 454 388 688
As % of all permanent IT jobs advertised in Guildford 54.37% 48.50% 53.58%
Number of salaries quoted 425 375 638
Guildford median annual salary £42,500 £47,500 £42,500
Median salary % change year-on-year -10.53% +11.76% -5.56%
10th Percentile £26,750 £30,000 £27,500
90th Percentile £60,600 £66,250 £65,000
Surrey median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 20 November 2017.

Salary histogram for Python in Guildford

For the 6 months to 20 November 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 Guildford region with a requirement for Python.

1 37 (71.15%) Linux
2 24 (46.15%) SQL
2 24 (46.15%) Agile Software Development
2 24 (46.15%) Ruby
2 24 (46.15%) DevOps
3 23 (44.23%) Amazon AWS
4 16 (30.77%) Bash Shell
5 14 (26.92%) SaaS
5 14 (26.92%) Java
6 12 (23.08%) Continuous Integration
7 11 (21.15%) Microsoft Azure
7 11 (21.15%) Git (software)
7 11 (21.15%) Degree
7 11 (21.15%) Firewall
7 11 (21.15%) C#
7 11 (21.15%) C++
7 11 (21.15%) PHP
7 11 (21.15%) Jenkins
8 10 (19.23%) Opscode Chef
8 10 (19.23%) Puppet
8 10 (19.23%) JavaScript
8 10 (19.23%) Maven
8 10 (19.23%) Software Engineering
9 8 (15.38%) MySQL
10 7 (13.46%) Perl
10 7 (13.46%) C
10 7 (13.46%) Configuration Management
10 7 (13.46%) Subversion
10 7 (13.46%) Atlassian Bamboo
11 6 (11.54%) PowerShell

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 1 (1.92%) Apache
1 1 (1.92%) ArcGIS
1 1 (1.92%) Elasticsearch
Applications
1 2 (3.85%) Simulink
2 1 (1.92%) 3ds Max
2 1 (1.92%) Adobe Illustrator
2 1 (1.92%) AutoCAD
2 1 (1.92%) Blender
2 1 (1.92%) Maya
2 1 (1.92%) Photoshop
Cloud Services
1 23 (44.23%) Amazon AWS
2 14 (26.92%) SaaS
3 11 (21.15%) Microsoft Azure
4 3 (5.77%) Cloud Computing
Communications & Networking
1 11 (21.15%) Firewall
2 1 (1.92%) TCP/IP
Database & Business Intelligence
1 8 (15.38%) MySQL
2 6 (11.54%) NoSQL
2 6 (11.54%) Relational Database
3 5 (9.62%) SQL Server
4 3 (5.77%) Big Data
4 3 (5.77%) MongoDB
4 3 (5.77%) PostgreSQL
5 1 (1.92%) Blockchain
5 1 (1.92%) Geospatial Data
5 1 (1.92%) GIS
5 1 (1.92%) Hadoop
5 1 (1.92%) QGIS
Development Applications
1 11 (21.15%) Git (software)
1 11 (21.15%) Jenkins
2 10 (19.23%) Maven
3 7 (13.46%) Atlassian Bamboo
3 7 (13.46%) Subversion
4 5 (9.62%) Team Foundation Server
5 3 (5.77%) JMeter
5 3 (5.77%) PHPUnit
5 3 (5.77%) Selenium
5 3 (5.77%) WebDriver
6 1 (1.92%) Ant
6 1 (1.92%) TeamCity
General
1 2 (3.85%) Finance
1 2 (3.85%) Games
1 2 (3.85%) Military
2 1 (1.92%) Legal
2 1 (1.92%) Retail
Job Titles
1 24 (46.15%) DevOps Engineer
2 14 (26.92%) Developer
3 7 (13.46%) Software Developer
4 6 (11.54%) Linux Engineer
5 5 (9.62%) Development Engineer
5 5 (9.62%) Linux DevOps Engineer
5 5 (9.62%) Linux/Unix DevOps
5 5 (9.62%) Python Developer
6 4 (7.69%) QA Engineer
6 4 (7.69%) Systems Engineer
7 3 (5.77%) AWS Engineer
7 3 (5.77%) Django Developer
7 3 (5.77%) Integration Engineer
7 3 (5.77%) QA Automation Engineer
7 3 (5.77%) Senior QA Engineer
7 3 (5.77%) Senior Test Automation Engineer
7 3 (5.77%) Senior Test Engineer
7 3 (5.77%) Systems Integration Engineer
7 3 (5.77%) Test Automation Engineer
7 3 (5.77%) Test Engineer
Libraries, Frameworks & Software Standards
1 6 (11.54%) AngularJS
1 6 (11.54%) React
1 6 (11.54%) RESTful
1 6 (11.54%) Web Services
2 5 (9.62%) .NET
2 5 (9.62%) .NET Framework
2 5 (9.62%) ASP.NET
2 5 (9.62%) ASP.NET Web API
2 5 (9.62%) ASP.NET Web Forms
2 5 (9.62%) CSS
2 5 (9.62%) Entity Framework
2 5 (9.62%) HTML
2 5 (9.62%) jQuery
2 5 (9.62%) JSON
2 5 (9.62%) LINQ
2 5 (9.62%) LINQ to SQL
2 5 (9.62%) Node.js
2 5 (9.62%) REST
2 5 (9.62%) SOAP
2 5 (9.62%) WCF
Miscellaneous
1 6 (11.54%) Animation
2 3 (5.77%) Fintech
3 2 (3.85%) Client/Server
3 2 (3.85%) Computer Science
3 2 (3.85%) User Experience
Operating Systems
1 37 (71.15%) Linux
2 4 (7.69%) Windows
3 2 (3.85%) Embedded Linux
3 2 (3.85%) Unix
4 1 (1.92%) Android
4 1 (1.92%) Apple iOS
4 1 (1.92%) Solaris
Processes & Methodologies
1 24 (46.15%) Agile Software Development
1 24 (46.15%) DevOps
2 12 (23.08%) Continuous Integration
3 10 (19.23%) Software Engineering
4 7 (13.46%) Configuration Management
5 6 (11.54%) 3D Animation
5 6 (11.54%) Functional Testing
5 6 (11.54%) Network Architecture
5 6 (11.54%) Software Delivery
5 6 (11.54%) Strategic Thinking
6 5 (9.62%) MVC
6 5 (9.62%) Responsive Web Design
6 5 (9.62%) Web Design
7 4 (7.69%) Cross-Browser Development
7 4 (7.69%) TDD
7 4 (7.69%) Test Automation
8 3 (5.77%) Cybersecurity
8 3 (5.77%) Low Latency
8 3 (5.77%) SDLC
8 3 (5.77%) Ultra-Low Latency
Programming Languages
1 24 (46.15%) Ruby
1 24 (46.15%) SQL
2 16 (30.77%) Bash Shell
3 14 (26.92%) Java
4 11 (21.15%) C#
4 11 (21.15%) C++
4 11 (21.15%) PHP
5 10 (19.23%) JavaScript
6 7 (13.46%) C
6 7 (13.46%) Perl
7 6 (11.54%) PowerShell
8 4 (7.69%) T-SQL
9 2 (3.85%) MATLAB
10 1 (1.92%) Bourne shell
10 1 (1.92%) Elixir
10 1 (1.92%) HLSL
10 1 (1.92%) MAXScript
Qualifications
1 11 (21.15%) Degree
2 5 (9.62%) Security Cleared
3 3 (5.77%) ISEB
3 3 (5.77%) ISTQB
3 3 (5.77%) SC Cleared
4 1 (1.92%) CFCE
4 1 (1.92%) Computer Science Degree
4 1 (1.92%) EnCE
4 1 (1.92%) Master's Degree
Quality Assurance & Compliance
1 4 (7.69%) QA
2 1 (1.92%) Data Quality
Systems Management
1 10 (19.23%) Opscode Chef
1 10 (19.23%) Puppet
2 1 (1.92%) EnCase
Vendors
1 1 (1.92%) ArcSight
1 1 (1.92%) Atlassian
1 1 (1.92%) ESRI
1 1 (1.92%) HP
1 1 (1.92%) Jaspersoft
1 1 (1.92%) Perforce