Period
to 14 October 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 14 October 2019 with a comparison to the same period in the previous 2 years.

Python
Surrey > Guildford
6 months to
14 Oct 2019
Same period 2018 Same period 2017
Rank 34 31 52
Rank change year-on-year -3 +21 +6
Permanent jobs citing Python 49 70 39
As % of all permanent IT jobs advertised in Guildford 6.86% 8.28% 5.11%
As % of the Programming Languages category 14.24% 15.42% 9.54%
Number of salaries quoted 45 68 37
Guildford median annual salary £62,500 £55,000 £52,500
Median salary % change year-on-year +13.64% +4.76% -4.55%
10th Percentile £34,750 £28,750 £27,500
90th Percentile £79,000 £70,750 £64,250
Surrey median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 344 454 409
As % of all permanent IT jobs advertised in Guildford 48.18% 53.73% 53.60%
Number of salaries quoted 329 438 380
Guildford median annual salary £52,500 £45,000 £40,000
Median salary % change year-on-year +16.67% +12.50% -11.11%
10th Percentile £31,125 £27,750 £26,250
90th Percentile £77,500 £71,250 £62,500
Surrey median annual salary £55,000 £50,000 £48,500
% change year-on-year +10.00% +3.09% +2.11%

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 14 October 2019.

Salary histogram for Python in Guildford

For the 6 months to 14 October 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 26 (53.06%) Java
2 22 (44.90%) C++
3 20 (40.82%) Linux
4 17 (34.69%) JavaScript
5 16 (32.65%) SQL
5 16 (32.65%) Node.js
6 15 (30.61%) Finance
7 14 (28.57%) Analytics
8 13 (26.53%) Cybersecurity
8 13 (26.53%) DevOps
8 13 (26.53%) Machine Learning
8 13 (26.53%) C
8 13 (26.53%) C#
9 12 (24.49%) Puppet
9 12 (24.49%) Data Analytics
9 12 (24.49%) Docker
10 11 (22.45%) Kubernetes
10 11 (22.45%) Terraform
10 11 (22.45%) Cyber Threat Intelligence
10 11 (22.45%) Threat Intelligence
10 11 (22.45%) Problem-Solving
10 11 (22.45%) Games
11 10 (20.41%) AWS
11 10 (20.41%) Degree
11 10 (20.41%) Cyberthreat
11 10 (20.41%) Big Data
12 9 (18.37%) Big Data Analytics
12 9 (18.37%) Technical Analysis
12 9 (18.37%) Software Engineering
12 9 (18.37%) NoSQL

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 5 (10.20%) Cloud Foundry
2 4 (8.16%) SAS
3 3 (6.12%) WordPress
Applications
1 3 (6.12%) Stata
2 1 (2.04%) Microsoft Office
2 1 (2.04%) Simulink
Cloud Services
1 10 (20.41%) AWS
2 5 (10.20%) GitHub
3 3 (6.12%) Serverless
4 2 (4.08%) GCP
5 1 (2.04%) Azure
5 1 (2.04%) SuccessFactors
Communications & Networking
1 9 (18.37%) TCP/IP
2 1 (2.04%) DNS
2 1 (2.04%) Intrusion Detection
Database & Business Intelligence
1 10 (20.41%) Big Data
2 9 (18.37%) NoSQL
3 4 (8.16%) MySQL
4 3 (6.12%) PostgreSQL
5 2 (4.08%) Blockchain
5 2 (4.08%) MongoDB
6 1 (2.04%) Data Lake
6 1 (2.04%) Data Mining
6 1 (2.04%) Hadoop
6 1 (2.04%) Presto
Development Applications
1 8 (16.33%) Jenkins
2 3 (6.12%) Git (software)
2 3 (6.12%) PostCSS
2 3 (6.12%) webpack
3 1 (2.04%) CMake
General
1 15 (30.61%) Finance
2 11 (22.45%) Games
3 2 (4.08%) Advertising
4 1 (2.04%) Electronics
4 1 (2.04%) Manufacturing
4 1 (2.04%) Publishing
4 1 (2.04%) Retail
Job Titles
1 12 (24.49%) DevOps Engineer
2 10 (20.41%) Developer
3 9 (18.37%) Development Engineer
4 7 (14.29%) Incident Engineer
4 7 (14.29%) Software Engineer
5 5 (10.20%) Consultant
5 5 (10.20%) Implementation Consultant
5 5 (10.20%) Senior DevOps
5 5 (10.20%) Senior DevOps Engineer
5 5 (10.20%) Software Consultant
5 5 (10.20%) Software Implementation Consultant
6 4 (8.16%) Data Scientist
6 4 (8.16%) Senior Consultant
6 4 (8.16%) Senior Implementation Consultant
7 3 (6.12%) Front End Developer (Client-Side Developer)
7 3 (6.12%) Full Stack Developer
8 2 (4.08%) C++ Developer
8 2 (4.08%) C++ Software Developer
8 2 (4.08%) C++ Software Engineer
8 2 (4.08%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 16 (32.65%) Node.js
2 6 (12.24%) CSS
2 6 (12.24%) HTML
2 6 (12.24%) XML
3 5 (10.20%) Web Services
4 4 (8.16%) AngularJS
4 4 (8.16%) React
4 4 (8.16%) REST
5 3 (6.12%) Apollo GraphQL
5 3 (6.12%) GraphQL
5 3 (6.12%) Serverless Framework
6 1 (2.04%) .NET
6 1 (2.04%) FIX Protocol
6 1 (2.04%) JSON
6 1 (2.04%) Kafka
6 1 (2.04%) SAP PI
6 1 (2.04%) SOAP
6 1 (2.04%) STL
6 1 (2.04%) Unity (Game Engine)
6 1 (2.04%) Unreal Engine
Miscellaneous
1 10 (20.41%) Cyberthreat
2 5 (10.20%) Greenfield Project
3 4 (8.16%) Algorithms
4 3 (6.12%) User Experience
5 2 (4.08%) Embedded Systems
6 1 (2.04%) Analytical Skills
6 1 (2.04%) Client/Server
6 1 (2.04%) Cyberattack
6 1 (2.04%) Graphic Design
6 1 (2.04%) Robotics
Operating Systems
1 20 (40.82%) Linux
2 1 (2.04%) CentOS
2 1 (2.04%) Ubuntu
2 1 (2.04%) Unix
2 1 (2.04%) VMS
2 1 (2.04%) Windows
Processes & Methodologies
1 14 (28.57%) Analytics
2 13 (26.53%) Cybersecurity
2 13 (26.53%) DevOps
2 13 (26.53%) Machine Learning
3 12 (24.49%) Data Analytics
4 11 (22.45%) Cyber Threat Intelligence
4 11 (22.45%) Problem-Solving
4 11 (22.45%) Threat Intelligence
5 9 (18.37%) Big Data Analytics
5 9 (18.37%) Software Engineering
5 9 (18.37%) Technical Analysis
6 8 (16.33%) Computer Science
6 8 (16.33%) Malware Reverse Engineering
6 8 (16.33%) Reverse Engineering
7 7 (14.29%) Infrastructure as Code
8 6 (12.24%) Collaborative Working
8 6 (12.24%) Mathematics
8 6 (12.24%) Migration
9 5 (10.20%) Dashboard Development
9 5 (10.20%) Test Automation
Programming Languages
1 26 (53.06%) Java
2 22 (44.90%) C++
3 17 (34.69%) JavaScript
4 16 (32.65%) SQL
5 13 (26.53%) C
5 13 (26.53%) C#
6 5 (10.20%) MATLAB
7 4 (8.16%) R
7 4 (8.16%) Ruby
8 3 (6.12%) ES6
8 3 (6.12%) PHP
8 3 (6.12%) TypeScript
9 2 (4.08%) Bash Shell
10 1 (2.04%) Delphi
10 1 (2.04%) Fortran
10 1 (2.04%) Pascal
10 1 (2.04%) Perl
10 1 (2.04%) Scala
10 1 (2.04%) VB
Qualifications
1 10 (20.41%) Degree
2 3 (6.12%) Numerate Degree
3 2 (4.08%) Computer Science Degree
3 2 (4.08%) PhD
4 1 (2.04%) HND
4 1 (2.04%) Master's Degree
Quality Assurance & Compliance
1 9 (18.37%) QA
System Software
1 12 (24.49%) Docker
2 1 (2.04%) Firmware
2 1 (2.04%) Snort
2 1 (2.04%) vSphere
Systems Management
1 12 (24.49%) Puppet
2 11 (22.45%) Kubernetes
2 11 (22.45%) Terraform
3 6 (12.24%) Ansible
3 6 (12.24%) Opscode Chef
4 5 (10.20%) Salt
5 1 (2.04%) Nagios
5 1 (2.04%) Nessus
5 1 (2.04%) QRadar
Vendors
1 2 (4.08%) Microsoft
2 1 (2.04%) ArcSight
2 1 (2.04%) BT
2 1 (2.04%) Oracle
2 1 (2.04%) Red Hat
2 1 (2.04%) SAP
2 1 (2.04%) Splunk