Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Python
Surrey > Guildford
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 23 45 62
Rank change year-on-year +22 +17 +22
Permanent jobs citing Python 78 53 25
As % of all permanent IT jobs advertised in Guildford 9.57% 6.39% 3.05%
As % of the Programming Languages category 18.27% 11.83% 6.33%
Number of salaries quoted 77 49 25
Guildford median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £31,250 £36,500 £40,900
90th Percentile £73,500 £63,750 £83,000
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 427 448 395
As % of all permanent IT jobs advertised in Guildford 52.39% 54.04% 48.17%
Number of salaries quoted 411 419 382
Guildford median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +5.88%
10th Percentile £27,750 £26,750 £30,000
90th Percentile £71,250 £61,050 £66,250
Surrey median annual salary £50,000 £50,000 £47,500
% 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 17 November 2018.

Salary histogram for Python in Guildford

For the 6 months to 17 November 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 47 (60.26%) Linux
2 45 (57.69%) Java
3 38 (48.72%) Amazon AWS
4 35 (44.87%) Software Engineering
5 33 (42.31%) SQL
6 29 (37.18%) Degree
7 28 (35.90%) Django
7 28 (35.90%) C++
8 26 (33.33%) HTML
9 25 (32.05%) DevOps
10 23 (29.49%) CSS
11 22 (28.21%) JavaScript
11 22 (28.21%) Computer Science
11 22 (28.21%) Mobile App
11 22 (28.21%) Big Data
12 21 (26.92%) PHP
12 21 (26.92%) Windows
13 20 (25.64%) Ruby
13 20 (25.64%) Computer Science Degree
14 18 (23.08%) Software Architecture
14 18 (23.08%) Mobile Application Development
14 18 (23.08%) Jenkins
14 18 (23.08%) Flask
15 17 (21.79%) Relational Database
15 17 (21.79%) Git (software)
16 16 (20.51%) Agile Software Development
17 15 (19.23%) C#
17 15 (19.23%) Opscode Chef
18 13 (16.67%) Machine Learning
18 13 (16.67%) Puppet

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 11 (14.10%) Apache
2 7 (8.97%) Elasticsearch
3 5 (6.41%) IIS
4 4 (5.13%) Apache Spark
4 4 (5.13%) Jupyter
5 1 (1.28%) Cloud Foundry
5 1 (1.28%) OpenStack
5 1 (1.28%) Tomcat
5 1 (1.28%) WebLogic
5 1 (1.28%) WebSphere
Applications
1 1 (1.28%) Microsoft Office
Cloud Services
1 38 (48.72%) Amazon AWS
2 7 (8.97%) Microsoft Azure
3 6 (7.69%) GitHub
4 4 (5.13%) Amazon ELB
4 4 (5.13%) Amazon S3
4 4 (5.13%) SaaS
4 4 (5.13%) Slack
5 3 (3.85%) Google Analytics
6 2 (2.56%) Google Cloud Platform
7 1 (1.28%) AWS CloudFormation
Communications & Networking
1 6 (7.69%) Internet
2 3 (3.85%) HTTP
2 3 (3.85%) TCP/IP
3 2 (2.56%) Wireless
4 1 (1.28%) 3GPP
4 1 (1.28%) 5G
4 1 (1.28%) Firewall
4 1 (1.28%) LTE
4 1 (1.28%) NAS
4 1 (1.28%) Network Security
4 1 (1.28%) Reverse Proxy
4 1 (1.28%) SAN
4 1 (1.28%) SCTP
Database & Business Intelligence
1 22 (28.21%) Big Data
2 17 (21.79%) Relational Database
3 8 (10.26%) SQL Server
4 5 (6.41%) Hadoop
4 5 (6.41%) PostgreSQL
5 4 (5.13%) Amazon RDS
5 4 (5.13%) Apache Cassandra
5 4 (5.13%) Apache Hive
5 4 (5.13%) MySQL
6 3 (3.85%) SQLite
7 2 (2.56%) MongoDB
Development Applications
1 18 (23.08%) Jenkins
2 17 (21.79%) Git (software)
3 8 (10.26%) Atlassian Bamboo
3 8 (10.26%) Maven
3 8 (10.26%) Subversion
4 7 (8.97%) JIRA
5 6 (7.69%) Bitbucket
6 4 (5.13%) EasyMock
7 3 (3.85%) Oracle APEX
8 2 (2.56%) Sonatype Nexus
9 1 (1.28%) Artifactory
9 1 (1.28%) LabVIEW
General
1 7 (8.97%) Games
2 3 (3.85%) Aerospace
2 3 (3.85%) Marketing
3 2 (2.56%) Electronics
3 2 (2.56%) Finance
3 2 (2.56%) Telecoms
4 1 (1.28%) Financial Institution
4 1 (1.28%) Manufacturing
Job Titles
1 26 (33.33%) Software Engineer
2 23 (29.49%) Developer
3 18 (23.08%) DevOps Engineer
4 17 (21.79%) Senior Software Engineer
5 9 (11.54%) Python Developer
5 9 (11.54%) Software Developer
6 7 (8.97%) AWS DevOps
6 7 (8.97%) AWS DevOps Engineer
6 7 (8.97%) AWS Engineer
7 6 (7.69%) Junior
7 6 (7.69%) Linux DevOps Engineer
7 6 (7.69%) Linux Engineer
7 6 (7.69%) Linux/Unix DevOps
7 6 (7.69%) Machine Learning Developer
7 6 (7.69%) Operations Engineer
7 6 (7.69%) Senior DevOps
7 6 (7.69%) Senior DevOps Engineer
8 5 (6.41%) Infrastructure Engineer
8 5 (6.41%) Senior Linux Engineer
9 4 (5.13%) Graduate
Libraries, Frameworks & Software Standards
1 28 (35.90%) Django
2 26 (33.33%) HTML
3 23 (29.49%) CSS
4 18 (23.08%) Flask
5 11 (14.10%) TensorFlow
6 9 (11.54%) Web Services
7 8 (10.26%) J2EE
8 7 (8.97%) Keras
9 6 (7.69%) Caffe
9 6 (7.69%) XML
10 5 (6.41%) AngularJS
10 5 (6.41%) REST
10 5 (6.41%) Spring
11 4 (5.13%) Celery
11 4 (5.13%) Hibernate
11 4 (5.13%) Kafka
11 4 (5.13%) RabbitMQ
12 2 (2.56%) .NET
12 2 (2.56%) WPF
13 1 (1.28%) SOAP
Miscellaneous
1 22 (28.21%) Computer Science
1 22 (28.21%) Mobile App
2 8 (10.26%) Algorithms
3 3 (3.85%) Linux Command Line
4 1 (1.28%) Client/Server
4 1 (1.28%) Field-Programmable Gate Array
4 1 (1.28%) Greenfield Project
4 1 (1.28%) Self-Motivation
4 1 (1.28%) SIMD
4 1 (1.28%) VLSI
Operating Systems
1 47 (60.26%) Linux
2 21 (26.92%) Windows
3 9 (11.54%) Unix
4 5 (6.41%) Windows Server
5 4 (5.13%) Android
5 4 (5.13%) Apple iOS
5 4 (5.13%) CentOS
5 4 (5.13%) Red Hat Enterprise Linux
5 4 (5.13%) Ubuntu
6 3 (3.85%) Windows Server 2012
7 1 (1.28%) Windows Server 2008
Processes & Methodologies
1 35 (44.87%) Software Engineering
2 25 (32.05%) DevOps
3 18 (23.08%) Mobile Application Development
3 18 (23.08%) Software Architecture
4 16 (20.51%) Agile Software Development
5 13 (16.67%) Machine Learning
6 11 (14.10%) Continuous Integration
7 10 (12.82%) Artificial Intelligence
7 10 (12.82%) Neural Network
7 10 (12.82%) Test Scripting
8 9 (11.54%) Continuous Delivery
8 9 (11.54%) Deployment Automation
9 8 (10.26%) Server Virtualisation
9 8 (10.26%) Site Reliability Engineering
10 7 (8.97%) Configuration Management
10 7 (8.97%) Data Analysis
10 7 (8.97%) Deep Learning
10 7 (8.97%) Test Automation
11 6 (7.69%) Scrum
11 6 (7.69%) TDD
Programming Languages
1 45 (57.69%) Java
2 33 (42.31%) SQL
3 28 (35.90%) C++
4 22 (28.21%) JavaScript
5 21 (26.92%) PHP
6 20 (25.64%) Ruby
7 15 (19.23%) C#
8 12 (15.38%) Perl
9 8 (10.26%) C
10 6 (7.69%) R
11 4 (5.13%) Bash Shell
11 4 (5.13%) T-SQL
12 3 (3.85%) Groovy
13 2 (2.56%) PowerShell
14 1 (1.28%) Lua
14 1 (1.28%) Shell Script
Qualifications
1 29 (37.18%) Degree
2 20 (25.64%) Computer Science Degree
3 10 (12.82%) PhD
4 9 (11.54%) Security Cleared
5 8 (10.26%) SC Cleared
6 7 (8.97%) Master's Degree
7 1 (1.28%) HNC
7 1 (1.28%) HND
Quality Assurance & Compliance
1 3 (3.85%) ISO 9001
2 2 (2.56%) QA
System Software
1 7 (8.97%) Docker
2 4 (5.13%) Active Directory
2 4 (5.13%) Varnish
3 3 (3.85%) VMware Infrastructure
4 2 (2.56%) KVM
4 2 (2.56%) vSphere
5 1 (1.28%) Virtual Machines
Systems Management
1 15 (19.23%) Opscode Chef
2 13 (16.67%) Puppet
3 10 (12.82%) Ansible
4 8 (10.26%) Salt
5 5 (6.41%) Kubernetes
6 4 (5.13%) Nagios
7 2 (2.56%) yum
8 1 (1.28%) CA Single Sign-On
8 1 (1.28%) Terraform
Vendors
1 5 (6.41%) Microsoft
1 5 (6.41%) Oracle
1 5 (6.41%) VMware
2 3 (3.85%) Google
2 3 (3.85%) Screaming Frog
2 3 (3.85%) Xamarin
3 2 (2.56%) Atlassian
4 1 (1.28%) CA
4 1 (1.28%) Red Hat
4 1 (1.28%) TIBCO
4 1 (1.28%) Xilinx