Period
to 19 January 2019

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 19 January 2019 with a comparison to the same period in the previous 2 years.

Python
Surrey > Guildford
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 28 25 56
Rank change year-on-year -3 +31 +33
Permanent jobs citing Python 77 90 24
As % of all permanent IT jobs advertised in Guildford 9.00% 10.22% 3.57%
As % of the Programming Languages category 16.59% 17.37% 7.04%
Number of salaries quoted 73 85 24
Guildford median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% +5.26%
10th Percentile £31,250 £40,000 £34,125
90th Percentile £78,500 £66,250 £83,500
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 464 518 341
As % of all permanent IT jobs advertised in Guildford 54.21% 58.80% 50.67%
Number of salaries quoted 427 488 326
Guildford median annual salary £42,500 £45,000 £47,500
Median salary % change year-on-year -5.56% -5.26% +11.76%
10th Percentile £28,750 £27,500 £30,000
90th Percentile £70,000 £61,250 £68,750
Surrey median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +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 19 January 2019.

Salary histogram for Python in Guildford

For the 6 months to 19 January 2019, 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 49 (63.64%) Linux
2 42 (54.55%) Java
3 34 (44.16%) DevOps
4 32 (41.56%) Amazon AWS
4 32 (41.56%) SQL
5 28 (36.36%) Software Engineering
6 26 (33.77%) Degree
7 25 (32.47%) C++
7 25 (32.47%) Windows
8 23 (29.87%) Git (software)
9 21 (27.27%) Jenkins
10 20 (25.97%) Opscode Chef
10 20 (25.97%) Ruby
11 19 (24.68%) Computer Science
11 19 (24.68%) Continuous Integration
12 18 (23.38%) PHP
13 16 (20.78%) C#
13 16 (20.78%) PhD
13 16 (20.78%) Test Scripting
13 16 (20.78%) Machine Learning
13 16 (20.78%) Puppet
14 15 (19.48%) Big Data
14 15 (19.48%) Django
14 15 (19.48%) Artificial Intelligence
14 15 (19.48%) Perl
15 14 (18.18%) HTML
15 14 (18.18%) Security Cleared
15 14 (18.18%) Ansible
15 14 (18.18%) Continuous Delivery
16 13 (16.88%) Algorithms

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 (14.29%) Apache
2 7 (9.09%) SAS
3 6 (7.79%) Elasticsearch
4 5 (6.49%) IIS
5 2 (2.60%) Cloud Foundry
6 1 (1.30%) OpenStack
Applications
1 3 (3.90%) Stata
2 1 (1.30%) Microsoft Office
Cloud Services
1 32 (41.56%) Amazon AWS
2 7 (9.09%) SaaS
3 6 (7.79%) Microsoft Azure
4 2 (2.60%) GitHub
4 2 (2.60%) Google Cloud Platform
Communications & Networking
1 5 (6.49%) Wireless
2 4 (5.19%) Network Security
3 3 (3.90%) HTTP
3 3 (3.90%) Internet
3 3 (3.90%) TCP/IP
3 3 (3.90%) VoIP
4 1 (1.30%) 3GPP
4 1 (1.30%) 5G
4 1 (1.30%) iSCSI
4 1 (1.30%) Kerberos
4 1 (1.30%) LTE
4 1 (1.30%) NAS
4 1 (1.30%) SAN
Database & Business Intelligence
1 15 (19.48%) Big Data
2 11 (14.29%) Relational Database
3 8 (10.39%) SQL Server
4 5 (6.49%) PostgreSQL
5 4 (5.19%) Apache Cassandra
5 4 (5.19%) Apache Hive
5 4 (5.19%) Data Mining
5 4 (5.19%) Hadoop
5 4 (5.19%) MySQL
6 3 (3.90%) SQLite
7 2 (2.60%) MongoDB
Development Applications
1 23 (29.87%) Git (software)
2 21 (27.27%) Jenkins
3 12 (15.58%) Atlassian Bamboo
3 12 (15.58%) Maven
3 12 (15.58%) Subversion
4 11 (14.29%) JIRA
5 5 (6.49%) Bitbucket
6 4 (5.19%) EasyMock
6 4 (5.19%) Sonatype Nexus
7 3 (3.90%) Oracle APEX
8 1 (1.30%) Artifactory
8 1 (1.30%) LabVIEW
General
1 3 (3.90%) Aerospace
1 3 (3.90%) Games
2 2 (2.60%) Electronics
3 1 (1.30%) Manufacturing
Job Titles
1 23 (29.87%) DevOps Engineer
2 20 (25.97%) Software Engineer
3 14 (18.18%) Developer
4 12 (15.58%) Senior Software Engineer
5 9 (11.69%) Data Scientist
6 8 (10.39%) AWS DevOps
6 8 (10.39%) Linux Engineer
6 8 (10.39%) Linux/Unix DevOps
6 8 (10.39%) Machine Learning Developer
7 7 (9.09%) AWS DevOps Engineer
7 7 (9.09%) AWS Engineer
7 7 (9.09%) Junior
7 7 (9.09%) Linux DevOps Engineer
7 7 (9.09%) Senior DevOps
7 7 (9.09%) Senior DevOps Engineer
8 6 (7.79%) Operations Engineer
9 5 (6.49%) Senior Linux Engineer
10 4 (5.19%) Analyst
10 4 (5.19%) Infrastructure Engineer
10 4 (5.19%) QA Analyst
Libraries, Frameworks & Software Standards
1 15 (19.48%) Django
2 14 (18.18%) HTML
3 12 (15.58%) J2EE
3 12 (15.58%) Web Services
4 11 (14.29%) CSS
4 11 (14.29%) Flask
5 9 (11.69%) Keras
5 9 (11.69%) TensorFlow
6 8 (10.39%) Caffe
7 4 (5.19%) Hibernate
7 4 (5.19%) Kafka
7 4 (5.19%) Spring
8 3 (3.90%) Apache NiFi
8 3 (3.90%) STL
8 3 (3.90%) WPF
8 3 (3.90%) XML
9 1 (1.30%) LDAP
9 1 (1.30%) Theano
9 1 (1.30%) Unity (Game Engine)
9 1 (1.30%) Unreal Engine
Miscellaneous
1 13 (16.88%) Algorithms
2 11 (14.29%) Mobile App
3 5 (6.49%) Linux Command Line
4 3 (3.90%) Cyberthreat
5 2 (2.60%) Greenfield Project
6 1 (1.30%) Field-Programmable Gate Array
6 1 (1.30%) SIMD
6 1 (1.30%) VLSI
Operating Systems
1 49 (63.64%) Linux
2 25 (32.47%) Windows
3 12 (15.58%) Unix
4 5 (6.49%) Windows Server
5 4 (5.19%) Red Hat Enterprise Linux
6 3 (3.90%) Android
6 3 (3.90%) Apple iOS
6 3 (3.90%) CentOS
6 3 (3.90%) Windows Server 2012
7 1 (1.30%) Windows Server 2008
Processes & Methodologies
1 34 (44.16%) DevOps
2 28 (36.36%) Software Engineering
3 19 (24.68%) Computer Science
3 19 (24.68%) Continuous Integration
4 16 (20.78%) Machine Learning
4 16 (20.78%) Test Scripting
5 15 (19.48%) Artificial Intelligence
6 14 (18.18%) Continuous Delivery
7 12 (15.58%) Deployment Automation
7 12 (15.58%) Server Virtualisation
7 12 (15.58%) Site Reliability Engineering
8 11 (14.29%) Agile Software Development
8 11 (14.29%) Mobile Application Development
8 11 (14.29%) Software Architecture
9 10 (12.99%) Configuration Management
9 10 (12.99%) Test Automation
10 9 (11.69%) Data Science
10 9 (11.69%) Deep Learning
11 8 (10.39%) Computer Vision
11 8 (10.39%) Convolutional Neural Network
Programming Languages
1 42 (54.55%) Java
2 32 (41.56%) SQL
3 25 (32.47%) C++
4 20 (25.97%) Ruby
5 18 (23.38%) PHP
6 16 (20.78%) C#
7 15 (19.48%) Perl
8 12 (15.58%) JavaScript
9 9 (11.69%) Bash Shell
9 9 (11.69%) R
10 8 (10.39%) C
11 7 (9.09%) MATLAB
12 4 (5.19%) Groovy
12 4 (5.19%) T-SQL
13 3 (3.90%) Embedded C++
14 1 (1.30%) Lua
14 1 (1.30%) PowerShell
14 1 (1.30%) Shell Script
Qualifications
1 26 (33.77%) Degree
2 16 (20.78%) PhD
3 14 (18.18%) Security Cleared
4 13 (16.88%) Computer Science Degree
5 9 (11.69%) Master's Degree
5 9 (11.69%) SC Cleared
6 3 (3.90%) Numerate Degree
7 2 (2.60%) ISTQB
8 1 (1.30%) HNC
8 1 (1.30%) HND
Quality Assurance & Compliance
1 4 (5.19%) QA
2 3 (3.90%) ISO 9001
System Software
1 10 (12.99%) Docker
2 4 (5.19%) Active Directory
2 4 (5.19%) Varnish
3 2 (2.60%) vSphere
4 1 (1.30%) flannel
4 1 (1.30%) iptables
4 1 (1.30%) KVM
4 1 (1.30%) VMware Infrastructure
Systems Management
1 20 (25.97%) Opscode Chef
2 16 (20.78%) Puppet
3 14 (18.18%) Ansible
4 12 (15.58%) Salt
5 11 (14.29%) Kubernetes
6 4 (5.19%) Nagios
6 4 (5.19%) yum
7 2 (2.60%) Terraform
8 1 (1.30%) SELinux
Vendors
1 6 (7.79%) Microsoft
2 4 (5.19%) Atlassian
2 4 (5.19%) VMware
3 3 (3.90%) Oracle
3 3 (3.90%) Red Hat
3 3 (3.90%) Xamarin
4 1 (1.30%) Splunk
4 1 (1.30%) Xilinx