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

Python
Surrey > Guildford
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 19 52 51
Rank change year-on-year +33 -1 +20
Permanent jobs citing Python 99 35 64
As % of all permanent IT jobs advertised in Guildford 11.94% 4.96% 5.24%
As % of the Programming Languages category 19.60% 9.23% 11.70%
Number of salaries quoted 94 33 25
Guildford median annual salary £50,000 £42,500 £55,000
Median salary % change year-on-year +17.65% -22.73% +7.32%
10th Percentile £32,500 £26,500 £35,250
90th Percentile £60,000 £65,000 £85,000
Surrey median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +5.26%

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 505 379 547
As % of all permanent IT jobs advertised in Guildford 60.92% 53.76% 44.80%
Number of salaries quoted 479 356 414
Guildford median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £26,250 £27,500
90th Percentile £66,500 £65,000 £65,875
Surrey median annual salary £47,500 £48,500 £45,000
% change year-on-year -2.06% +7.78% -

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 16 July 2018.

Salary histogram for Python in Guildford

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 Guildford region with a requirement for Python.

1 48 (48.48%) HTML
2 43 (43.43%) CSS
3 41 (41.41%) Degree
4 39 (39.39%) JavaScript
5 37 (37.37%) Java
6 35 (35.35%) SQL
6 35 (35.35%) Software Engineering
7 31 (31.31%) Amazon AWS
8 30 (30.30%) Django
8 30 (30.30%) Computer Science
8 30 (30.30%) C++
9 26 (26.26%) Linux
10 23 (23.23%) Machine Learning
10 23 (23.23%) Mobile App
11 22 (22.22%) Computer Science Degree
12 21 (21.21%) AngularJS
13 19 (19.19%) Mobile Application Development
13 19 (19.19%) Big Data
13 19 (19.19%) Flask
13 19 (19.19%) Software Architecture
14 18 (18.18%) Relational Database
14 18 (18.18%) Data Science
15 17 (17.17%) React
15 17 (17.17%) jQuery
16 16 (16.16%) Telecoms
17 15 (15.15%) PHP
17 15 (15.15%) Problem-Solving
18 14 (14.14%) MySQL
18 14 (14.14%) Agile Software Development
19 13 (13.13%) C

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 9 (9.09%) Apache
2 6 (6.06%) SAS
3 4 (4.04%) Apache Spark
3 4 (4.04%) Jupyter
4 1 (1.01%) Elasticsearch
4 1 (1.01%) Tomcat
4 1 (1.01%) WebLogic
4 1 (1.01%) WebSphere
Applications
1 6 (6.06%) Stata
2 1 (1.01%) Adobe Illustrator
2 1 (1.01%) Blender
2 1 (1.01%) Photoshop
Cloud Services
1 31 (31.31%) Amazon AWS
2 5 (5.05%) GitHub
3 4 (4.04%) Amazon ELB
3 4 (4.04%) Amazon S3
3 4 (4.04%) Microsoft Azure
3 4 (4.04%) Slack
4 3 (3.03%) Google Analytics
5 2 (2.02%) SaaS
6 1 (1.01%) AWS CloudFormation
Communications & Networking
1 5 (5.05%) 5G
1 5 (5.05%) IPsec
1 5 (5.05%) IPv4
1 5 (5.05%) VLAN
2 3 (3.03%) Internet
2 3 (3.03%) SMS
3 2 (2.02%) SCTP
4 1 (1.01%) Firewall
4 1 (1.01%) NAS
4 1 (1.01%) NFC
4 1 (1.01%) Reverse Proxy
4 1 (1.01%) SAN
4 1 (1.01%) TCP/IP
4 1 (1.01%) Wireless
4 1 (1.01%) Wireshark
Database & Business Intelligence
1 19 (19.19%) Big Data
2 18 (18.18%) Relational Database
3 14 (14.14%) MySQL
4 6 (6.06%) SQL Server
5 4 (4.04%) Amazon RDS
6 2 (2.02%) SAP BW
7 1 (1.01%) Hadoop
7 1 (1.01%) MongoDB
7 1 (1.01%) NoSQL
7 1 (1.01%) Power BI
7 1 (1.01%) SQL Server Analysis Services
7 1 (1.01%) SQL Server Integration Services
7 1 (1.01%) SQL Server Reporting Services
Development Applications
1 7 (7.07%) Jenkins
2 6 (6.06%) Team Foundation Server
3 5 (5.05%) Git (software)
3 5 (5.05%) Subversion
4 3 (3.03%) TeamCity
5 2 (2.02%) Ant
6 1 (1.01%) Bitbucket
6 1 (1.01%) JIRA
General
1 16 (16.16%) Telecoms
2 7 (7.07%) Marketing
3 6 (6.06%) Games
4 5 (5.05%) Back Office
4 5 (5.05%) Finance
5 4 (4.04%) Advertising
6 1 (1.01%) Aerospace
6 1 (1.01%) Financial Institution
Job Titles
1 47 (47.47%) Developer
2 23 (23.23%) Software Developer
3 20 (20.20%) Software Engineer
4 18 (18.18%) Senior Software Engineer
5 14 (14.14%) Python Developer
6 11 (11.11%) Front End Developer (Client-Side Developer)
7 9 (9.09%) Software Test Engineer
7 9 (9.09%) Test Engineer
8 6 (6.06%) Data Scientist
9 5 (5.05%) .NET Developer
9 5 (5.05%) Administrator
9 5 (5.05%) ASP.NET Developer
9 5 (5.05%) C# .NET Developer
9 5 (5.05%) C# ASP.NET Developer
9 5 (5.05%) C# Developer
9 5 (5.05%) Systems Administrator
10 4 (4.04%) C++ Developer
10 4 (4.04%) Graduate
10 4 (4.04%) Systems Engineer
10 4 (4.04%) Web Developer
Libraries, Frameworks & Software Standards
1 48 (48.48%) HTML
2 43 (43.43%) CSS
3 30 (30.30%) Django
4 21 (21.21%) AngularJS
5 19 (19.19%) Flask
6 17 (17.17%) jQuery
6 17 (17.17%) React
7 12 (12.12%) REST
8 11 (11.11%) Node.js
8 11 (11.11%) Web Services
9 9 (9.09%) .NET
10 8 (8.08%) SOAP
11 7 (7.07%) .NET Framework
11 7 (7.07%) ASP.NET
11 7 (7.07%) ASP.NET MVC
12 6 (6.06%) Backbone.js
12 6 (6.06%) Entity Framework
12 6 (6.06%) LINQ
12 6 (6.06%) LINQ to SQL
12 6 (6.06%) WCF
Miscellaneous
1 30 (30.30%) Computer Science
2 23 (23.23%) Mobile App
3 8 (8.08%) Algorithms
3 8 (8.08%) Animation
4 5 (5.05%) Data Centre
4 5 (5.05%) Machine to Machine
5 2 (2.02%) Analytical Skills
5 2 (2.02%) Client/Server
5 2 (2.02%) Self-Motivation
6 1 (1.01%) Field-Programmable Gate Array
6 1 (1.01%) VLSI
Operating Systems
1 26 (26.26%) Linux
2 9 (9.09%) CentOS
2 9 (9.09%) Red Hat Enterprise Linux
2 9 (9.09%) Windows
3 5 (5.05%) Ubuntu
4 3 (3.03%) Android
4 3 (3.03%) Apple iOS
5 1 (1.01%) Debian
5 1 (1.01%) Unix
Processes & Methodologies
1 35 (35.35%) Software Engineering
2 23 (23.23%) Machine Learning
3 19 (19.19%) Mobile Application Development
3 19 (19.19%) Software Architecture
4 18 (18.18%) Data Science
5 15 (15.15%) Problem-Solving
6 14 (14.14%) Agile Software Development
7 13 (13.13%) Image Processing
8 11 (11.11%) Artificial Intelligence
8 11 (11.11%) Data Analysis
8 11 (11.11%) Front End Development
9 10 (10.10%) Analytics
9 10 (10.10%) Configuration Management
10 8 (8.08%) 3D Animation
10 8 (8.08%) Continuous Integration
10 8 (8.08%) Data Visualisation
10 8 (8.08%) Mathematics
10 8 (8.08%) Visualisation
11 7 (7.07%) Data Analytics
11 7 (7.07%) Open Source
Programming Languages
1 39 (39.39%) JavaScript
2 37 (37.37%) Java
3 35 (35.35%) SQL
4 30 (30.30%) C++
5 15 (15.15%) PHP
6 13 (13.13%) C
6 13 (13.13%) C#
7 12 (12.12%) Ruby
8 10 (10.10%) Bash Shell
8 10 (10.10%) Perl
8 10 (10.10%) R
9 7 (7.07%) PowerShell
10 6 (6.06%) MATLAB
10 6 (6.06%) T-SQL
11 2 (2.02%) HLSL
12 1 (1.01%) Bourne shell
12 1 (1.01%) Go
12 1 (1.01%) Groovy
12 1 (1.01%) Shell Script
Qualifications
1 41 (41.41%) Degree
2 22 (22.22%) Computer Science Degree
3 9 (9.09%) PhD
4 6 (6.06%) Numerate Degree
5 1 (1.01%) SC Cleared
5 1 (1.01%) Security Cleared
Quality Assurance & Compliance
1 2 (2.02%) ISO/IEC 27001
System Software
1 6 (6.06%) VMware Infrastructure
2 5 (5.05%) Docker
2 5 (5.05%) iptables
3 2 (2.02%) KVM
3 2 (2.02%) Virtual Machines
Systems Management
1 5 (5.05%) HAProxy
1 5 (5.05%) Nagios
2 3 (3.03%) Puppet
3 2 (2.02%) Ansible
4 1 (1.01%) CA Single Sign-On
4 1 (1.01%) Kubernetes
4 1 (1.01%) Opscode Chef
4 1 (1.01%) Rancher
Vendors
1 6 (6.06%) Oracle
1 6 (6.06%) VMware
2 5 (5.05%) Cisco
2 5 (5.05%) Dell
2 5 (5.05%) HP
3 4 (4.04%) Canon
3 4 (4.04%) Sony
4 3 (3.03%) Google
4 3 (3.03%) Screaming Frog
5 2 (2.02%) Perforce
5 2 (2.02%) SAP
5 2 (2.02%) Tableau
5 2 (2.02%) Virgin Media
6 1 (1.01%) Atlassian
6 1 (1.01%) CA
6 1 (1.01%) Microsoft
6 1 (1.01%) TIBCO