Period
to 22 September 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Python
Surrey > Guildford
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 29 55 50
Rank change year-on-year +26 -5 +16
Permanent jobs citing Python 74 30 46
As % of all permanent IT jobs advertised in Guildford 8.62% 3.97% 4.70%
As % of the Programming Languages category 15.32% 7.50% 10.04%
Number of salaries quoted 72 29 27
Guildford median annual salary £50,000 £52,500 £55,000
Median salary % change year-on-year -4.76% -4.55% +4.76%
10th Percentile £28,750 £27,500 £38,500
90th Percentile £62,250 £65,750 £85,000
Surrey median annual salary £55,000 £55,000 £52,500
% 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 483 400 458
As % of all permanent IT jobs advertised in Guildford 56.29% 52.98% 46.83%
Number of salaries quoted 465 371 394
Guildford median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £27,750 £26,250 £30,000
90th Percentile £70,000 £61,250 £66,250
Surrey median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 22 September 2018.

Salary histogram for Python in Guildford

For the 6 months to 22 September 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 40 (54.05%) Java
2 39 (52.70%) HTML
3 36 (48.65%) Software Engineering
4 35 (47.30%) Django
5 32 (43.24%) JavaScript
5 32 (43.24%) CSS
6 30 (40.54%) Degree
6 30 (40.54%) Amazon AWS
7 26 (35.14%) SQL
7 26 (35.14%) Linux
7 26 (35.14%) Computer Science
8 24 (32.43%) C++
8 24 (32.43%) Mobile App
9 23 (31.08%) Computer Science Degree
10 21 (28.38%) Big Data
11 20 (27.03%) Software Architecture
11 20 (27.03%) Mobile Application Development
11 20 (27.03%) Flask
12 19 (25.68%) Relational Database
13 16 (21.62%) PHP
14 13 (17.57%) Windows
14 13 (17.57%) Agile Software Development
14 13 (17.57%) Ruby
15 11 (14.86%) C
15 11 (14.86%) Machine Learning
16 10 (13.51%) Problem-Solving
17 9 (12.16%) Data Science
17 9 (12.16%) Jenkins
17 9 (12.16%) AngularJS
17 9 (12.16%) 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 7 (9.46%) Apache
2 4 (5.41%) Apache Spark
2 4 (5.41%) Elasticsearch
2 4 (5.41%) Jupyter
3 1 (1.35%) OpenStack
3 1 (1.35%) SAS
3 1 (1.35%) Tomcat
3 1 (1.35%) WebLogic
3 1 (1.35%) WebSphere
Applications
1 1 (1.35%) Stata
Cloud Services
1 30 (40.54%) Amazon AWS
2 5 (6.76%) GitHub
3 4 (5.41%) Amazon ELB
3 4 (5.41%) Amazon S3
3 4 (5.41%) Slack
4 3 (4.05%) Google Analytics
4 3 (4.05%) Microsoft Azure
5 2 (2.70%) Google Cloud Platform
6 1 (1.35%) AWS CloudFormation
6 1 (1.35%) SaaS
Communications & Networking
1 6 (8.11%) Internet
2 3 (4.05%) 5G
2 3 (4.05%) HTTP
2 3 (4.05%) TCP/IP
3 2 (2.70%) IPsec
3 2 (2.70%) IPv4
3 2 (2.70%) SCTP
3 2 (2.70%) VLAN
4 1 (1.35%) 3GPP
4 1 (1.35%) Firewall
4 1 (1.35%) LTE
4 1 (1.35%) NAS
4 1 (1.35%) Reverse Proxy
4 1 (1.35%) SAN
4 1 (1.35%) Wireless
Database & Business Intelligence
1 21 (28.38%) Big Data
2 19 (25.68%) Relational Database
3 6 (8.11%) MySQL
4 5 (6.76%) PostgreSQL
5 4 (5.41%) Amazon RDS
6 3 (4.05%) SQL Server
6 3 (4.05%) SQLite
7 2 (2.70%) Hadoop
7 2 (2.70%) MongoDB
8 1 (1.35%) Apache Cassandra
8 1 (1.35%) Apache Hive
Development Applications
1 9 (12.16%) Jenkins
2 4 (5.41%) Git (software)
2 4 (5.41%) Subversion
3 3 (4.05%) JIRA
3 3 (4.05%) Oracle APEX
4 2 (2.70%) Atlassian Bamboo
4 2 (2.70%) Maven
5 1 (1.35%) Bitbucket
5 1 (1.35%) EasyMock
5 1 (1.35%) Sonatype Nexus
General
1 9 (12.16%) Telecoms
2 7 (9.46%) Games
2 7 (9.46%) Marketing
3 4 (5.41%) Advertising
4 3 (4.05%) Aerospace
4 3 (4.05%) Finance
5 2 (2.70%) Back Office
6 1 (1.35%) Electronics
6 1 (1.35%) Financial Institution
Job Titles
1 28 (37.84%) Developer
2 25 (33.78%) Software Engineer
3 19 (25.68%) Senior Software Engineer
4 14 (18.92%) Software Developer
5 13 (17.57%) Python Developer
6 6 (8.11%) Graduate
7 5 (6.76%) DevOps Engineer
7 5 (6.76%) Front End Developer (Client-Side Developer)
8 4 (5.41%) Administrator
8 4 (5.41%) C++ Developer
8 4 (5.41%) Digital Developer
8 4 (5.41%) Django Developer
8 4 (5.41%) Graduate Developer
8 4 (5.41%) Graduate Web Developer
8 4 (5.41%) Python/Django Developer
8 4 (5.41%) Systems Administrator
8 4 (5.41%) Web Developer
9 3 (4.05%) C++ Software Developer
9 3 (4.05%) Software Test Engineer
9 3 (4.05%) Test Engineer
Libraries, Frameworks & Software Standards
1 39 (52.70%) HTML
2 35 (47.30%) Django
3 32 (43.24%) CSS
4 20 (27.03%) Flask
5 9 (12.16%) AngularJS
6 6 (8.11%) REST
6 6 (8.11%) XML
7 5 (6.76%) jQuery
7 5 (6.76%) Node.js
7 5 (6.76%) React
8 4 (5.41%) Celery
8 4 (5.41%) RabbitMQ
8 4 (5.41%) TensorFlow
8 4 (5.41%) Web Services
9 2 (2.70%) ActiveMQ
9 2 (2.70%) J2EE
9 2 (2.70%) LAMP
9 2 (2.70%) SOAP
9 2 (2.70%) Spring
10 1 (1.35%) Hibernate
Miscellaneous
1 26 (35.14%) Computer Science
2 24 (32.43%) Mobile App
3 2 (2.70%) Algorithms
3 2 (2.70%) Data Centre
3 2 (2.70%) Machine to Machine
3 2 (2.70%) Self-Motivation
4 1 (1.35%) Client/Server
4 1 (1.35%) Field-Programmable Gate Array
4 1 (1.35%) VLSI
Operating Systems
1 26 (35.14%) Linux
2 13 (17.57%) Windows
3 7 (9.46%) CentOS
4 6 (8.11%) Red Hat Enterprise Linux
5 4 (5.41%) Android
5 4 (5.41%) Apple iOS
5 4 (5.41%) Ubuntu
6 3 (4.05%) Unix
7 2 (2.70%) Windows Server 2012
Processes & Methodologies
1 36 (48.65%) Software Engineering
2 20 (27.03%) Mobile Application Development
2 20 (27.03%) Software Architecture
3 13 (17.57%) Agile Software Development
4 11 (14.86%) Machine Learning
5 10 (13.51%) Problem-Solving
6 9 (12.16%) Data Science
7 8 (10.81%) Data Analysis
8 7 (9.46%) Configuration Management
8 7 (9.46%) Open Source
9 6 (8.11%) Artificial Intelligence
9 6 (8.11%) DevOps
9 6 (8.11%) Front End Development
9 6 (8.11%) Image Processing
9 6 (8.11%) Scrum
10 5 (6.76%) Analytics
11 4 (5.41%) Continuous Integration
11 4 (5.41%) Cybersecurity
11 4 (5.41%) Process Improvement
11 4 (5.41%) Test Scripting
Programming Languages
1 40 (54.05%) Java
2 32 (43.24%) JavaScript
3 26 (35.14%) SQL
4 24 (32.43%) C++
5 16 (21.62%) PHP
6 13 (17.57%) Ruby
7 11 (14.86%) C
8 9 (12.16%) C#
9 7 (9.46%) R
10 4 (5.41%) Bash Shell
10 4 (5.41%) Perl
11 2 (2.70%) Groovy
12 1 (1.35%) Lua
12 1 (1.35%) MATLAB
12 1 (1.35%) PowerShell
12 1 (1.35%) Shell Script
Qualifications
1 30 (40.54%) Degree
2 23 (31.08%) Computer Science Degree
3 6 (8.11%) PhD
4 3 (4.05%) Security Cleared
5 2 (2.70%) SC Cleared
6 1 (1.35%) Numerate Degree
Quality Assurance & Compliance
1 3 (4.05%) ISO 9001
2 2 (2.70%) QA
System Software
1 6 (8.11%) VMware Infrastructure
2 5 (6.76%) Docker
3 3 (4.05%) KVM
4 2 (2.70%) iptables
4 2 (2.70%) Virtual Machines
4 2 (2.70%) vSphere
Systems Management
1 4 (5.41%) Opscode Chef
2 3 (4.05%) Puppet
3 2 (2.70%) Ansible
3 2 (2.70%) HAProxy
3 2 (2.70%) Kubernetes
3 2 (2.70%) Nagios
3 2 (2.70%) Salt
4 1 (1.35%) CA Single Sign-On
4 1 (1.35%) yum
Vendors
1 8 (10.81%) VMware
2 6 (8.11%) Oracle
3 4 (5.41%) Canon
3 4 (5.41%) Sony
4 3 (4.05%) Google
4 3 (4.05%) Microsoft
4 3 (4.05%) Screaming Frog
4 3 (4.05%) Xamarin
5 2 (2.70%) Cisco
5 2 (2.70%) Dell
5 2 (2.70%) HP
6 1 (1.35%) Atlassian
6 1 (1.35%) CA
6 1 (1.35%) Red Hat
6 1 (1.35%) TIBCO
6 1 (1.35%) Xilinx