Period
to 22 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 October 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 34 32 54
Rank change year-on-year -2 +22 +24
Permanent jobs citing Python 341 408 350
As % of all permanent IT jobs advertised in Surrey 6.74% 6.90% 5.13%
As % of the Programming Languages category 12.40% 12.96% 9.80%
Number of salaries quoted 282 339 332
Surrey median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +16.67%
10th Percentile £32,750 £36,250 £27,500
90th Percentile £74,000 £72,500 £75,000
South East median annual salary £50,000 £50,000 £50,000

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 Surrey with a requirement for coding skills.

All Programming Languages
Surrey
Permanent vacancies with a requirement for coding skills 2,751 3,149 3,570
As % of all permanent IT jobs advertised in Surrey 54.34% 53.27% 52.28%
Number of salaries quoted 2,453 2,633 3,134
Surrey median annual salary £50,000 £48,750 £47,500
Median salary % change year-on-year +2.56% +2.63% +5.56%
10th Percentile £30,500 £31,250 £29,750
90th Percentile £71,250 £67,500 £65,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Python
Job Vacancy Trend in Surrey

Job postings citing Python as a percentage of all IT jobs advertised in Surrey.

Job vacancy trend for Python in Surrey

Python
Salary Trend in Surrey

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Surrey.

Salary trend for Python in Surrey

Python
Salary Histogram in Surrey

The salary distribution of IT jobs citing Python in Surrey over the 6 months to 22 October 2018.

Salary histogram for Python in Surrey

Python
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Surrey region over the 6 months to 22 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Guildford +19 74 £55,000 +4.76% 19
Staines +1 40 £74,000 +9.63% 5
Reigate -12 26 £52,500 -2.33% 2
Weybridge -3 20 £50,000 -13.04%
Leatherhead +3 18 £49,000 -14.78% 6
Egham +45 17 £60,000 -
Woking +7 16 £36,500 -40.41% 6
Redhill +11 13 £45,000 -18.18%
Camberley -7 13 £60,000 +9.09%
Epsom -13 3 £48,750 +8.33%
Horley 0 2 £62,500 -3.85%
Walton-on-Thames -1 1 £55,000 +22.22% 2
Thames Ditton - 1 £17,500 -
Godalming - 1 £80,000 - 3
Chertsey - 1 £85,000 - 3
Python
South East

For the 6 months to 22 October 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 Surrey region with a requirement for Python.

1 145 (42.52%) Linux
2 135 (39.59%) SQL
3 128 (37.54%) Java
4 118 (34.60%) Agile Software Development
5 107 (31.38%) JavaScript
6 89 (26.10%) Degree
6 89 (26.10%) Amazon AWS
7 74 (21.70%) C#
7 74 (21.70%) Microsoft
8 73 (21.41%) C++
8 73 (21.41%) Microsoft Azure
9 71 (20.82%) DevOps
10 70 (20.53%) Software Engineering
11 69 (20.23%) Git (software)
12 68 (19.94%) Windows
13 61 (17.89%) Computer Science
14 59 (17.30%) HTML
15 56 (16.42%) MySQL
15 56 (16.42%) CSS
15 56 (16.42%) REST
16 52 (15.25%) Perl
17 49 (14.37%) Continuous Integration
18 46 (13.49%) Ruby
18 46 (13.49%) Jenkins
18 46 (13.49%) Oracle
18 46 (13.49%) Relational Database
19 45 (13.20%) Django
20 42 (12.32%) .NET
20 42 (12.32%) Ansible
21 41 (12.02%) Big Data

Python
Co-occurring IT Skills in Surrey 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 17 (4.99%) Apache
2 14 (4.11%) Apache Spark
2 14 (4.11%) Elasticsearch
3 13 (3.81%) Tomcat
4 6 (1.76%) OpenStack
4 6 (1.76%) WebLogic
5 5 (1.47%) Apache Pig
5 5 (1.47%) WildFly
6 4 (1.17%) Ethereum
6 4 (1.17%) Hyperledger
6 4 (1.17%) Jupyter
6 4 (1.17%) SAS
7 3 (0.88%) IIS
7 3 (0.88%) lighttpd
7 3 (0.88%) nginx
7 3 (0.88%) WebSphere
8 2 (0.59%) DNN
8 2 (0.59%) WebSphere Application Server
9 1 (0.29%) Drupal
9 1 (0.29%) WordPress
Applications
1 5 (1.47%) GNU Octave
2 4 (1.17%) Microsoft Excel
3 2 (0.59%) Chatbot
3 2 (0.59%) Microsoft Office
3 2 (0.59%) Simulink
4 1 (0.29%) GIMP
4 1 (0.29%) Photoshop
Business Applications
1 8 (2.35%) SAP S/4HANA
2 5 (1.47%) Oracle Applications
3 4 (1.17%) Distributed Ledger
3 4 (1.17%) R3 Corda
Cloud Services
1 89 (26.10%) Amazon AWS
2 73 (21.41%) Microsoft Azure
3 23 (6.74%) SaaS
4 14 (4.11%) GitHub
5 11 (3.23%) Google Cloud Platform
6 8 (2.35%) Amazon S3
6 8 (2.35%) AWS Elastic Beanstalk
7 5 (1.47%) Azure Active Directory
8 4 (1.17%) Amazon CloudWatch
8 4 (1.17%) Amazon EC2
8 4 (1.17%) Amazon ELB
8 4 (1.17%) AWS Lambda
8 4 (1.17%) Google Analytics
8 4 (1.17%) IBM Cloud
8 4 (1.17%) npm
8 4 (1.17%) Serverless
8 4 (1.17%) Slack
9 3 (0.88%) Azure Machine Learning
10 2 (0.59%) AWS CloudFormation
11 1 (0.29%) Azure Data Factory
Communications & Networking
1 26 (7.62%) TCP/IP
2 18 (5.28%) Firewall
3 15 (4.40%) DNS
4 12 (3.52%) HTTP
4 12 (3.52%) Internet
5 10 (2.93%) VPN
6 8 (2.35%) VoIP
6 8 (2.35%) Wireless
7 7 (2.05%) BIG-IP
8 6 (1.76%) BGP
8 6 (1.76%) Cisco ASA
8 6 (1.76%) LAN
8 6 (1.76%) OSPF
8 6 (1.76%) WAN
8 6 (1.76%) Wi-Fi
9 4 (1.17%) Ethernet
9 4 (1.17%) SCTP
10 3 (0.88%) 5G
10 3 (0.88%) IPsec
10 3 (0.88%) LTE
Database & Business Intelligence
1 56 (16.42%) MySQL
2 46 (13.49%) Relational Database
3 41 (12.02%) Big Data
4 30 (8.80%) SQL Server
5 22 (6.45%) MongoDB
6 19 (5.57%) PostgreSQL
7 17 (4.99%) NoSQL
8 12 (3.52%) Hadoop
8 12 (3.52%) MariaDB
8 12 (3.52%) Power BI
9 10 (2.93%) Apache Hive
9 10 (2.93%) Redis
10 9 (2.64%) Amazon DynamoDB
10 9 (2.64%) Amazon RDS
11 7 (2.05%) Data Mining
11 7 (2.05%) Data Warehouse
12 6 (1.76%) SQL Server Reporting Services
13 5 (1.47%) Crystal Reports
13 5 (1.47%) SQL Server Analysis Services
13 5 (1.47%) SQL Server Integration Services
Development Applications
1 69 (20.23%) Git (software)
2 46 (13.49%) Jenkins
3 26 (7.62%) JIRA
4 17 (4.99%) Visual Studio
5 16 (4.69%) Atlassian Bamboo
6 13 (3.81%) Bitbucket
7 11 (3.23%) Maven
7 11 (3.23%) Subversion
8 9 (2.64%) Toad
9 7 (2.05%) NUnit
10 6 (1.76%) Team Foundation Server
11 4 (1.17%) Ant
11 4 (1.17%) Gradle
11 4 (1.17%) ProC
12 3 (0.88%) Oracle APEX
12 3 (0.88%) PVCS
13 2 (0.59%) EasyMock
14 1 (0.29%) Artifactory
14 1 (0.29%) Grunt
14 1 (0.29%) Trac
General
1 31 (9.09%) Finance
2 29 (8.50%) Games
3 16 (4.69%) Electronics
4 14 (4.11%) Telecoms
5 10 (2.93%) Manufacturing
5 10 (2.93%) Marketing
6 8 (2.35%) Automotive
7 3 (0.88%) Advertising
7 3 (0.88%) Aerospace
8 2 (0.59%) Financial Institution
8 2 (0.59%) Retail
9 1 (0.29%) French Language
9 1 (0.29%) German Language
9 1 (0.29%) Military
Job Titles
1 122 (35.78%) Developer
2 45 (13.20%) DevOps Engineer
3 35 (10.26%) C# Developer
3 35 (10.26%) Software Engineer
4 34 (9.97%) Software Developer
5 24 (7.04%) Python Developer
6 22 (6.45%) Cloud Specialist
6 22 (6.45%) Linux Engineer
6 22 (6.45%) Linux Specialist
6 22 (6.45%) Senior Data Warehouse Specialist
6 22 (6.45%) Senior Linux Specialist
7 19 (5.57%) Senior Software Engineer
8 15 (4.40%) Senior Developer
8 15 (4.40%) Senior Linux Engineer
9 14 (4.11%) .NET Developer
9 14 (4.11%) Junior
10 13 (3.81%) C# .NET Developer
10 13 (3.81%) Graduate
10 13 (3.81%) Principal Engineer
10 13 (3.81%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 59 (17.30%) HTML
2 56 (16.42%) CSS
2 56 (16.42%) REST
3 45 (13.20%) Django
4 42 (12.32%) .NET
5 39 (11.44%) Web Services
6 36 (10.56%) AngularJS
7 31 (9.09%) XML
8 28 (8.21%) .NET Framework
9 25 (7.33%) Node.js
10 22 (6.45%) Flask
10 22 (6.45%) Middleware
10 22 (6.45%) SOAP
11 19 (5.57%) J2EE
12 16 (4.69%) RESTful
13 14 (4.11%) ASP.NET
13 14 (4.11%) LAMP
14 13 (3.81%) WPF
15 11 (3.23%) ASP.NET MVC
15 11 (3.23%) Spring
Miscellaneous
1 61 (17.89%) Computer Science
2 33 (9.68%) Linux Command Line
3 30 (8.80%) Mobile App
4 23 (6.74%) Analytical Skills
5 22 (6.45%) Algorithms
6 19 (5.57%) Data Centre
6 19 (5.57%) Public Cloud
7 16 (4.69%) Greenfield Project
8 14 (4.11%) Client/Server
9 11 (3.23%) Data Structures
9 11 (3.23%) Reinsurance
10 7 (2.05%) Self-Motivation
11 6 (1.76%) Device Driver
11 6 (1.76%) Field-Programmable Gate Array
11 6 (1.76%) Video Conferencing
12 5 (1.47%) Fintech
12 5 (1.47%) Verilog
13 4 (1.17%) Management Information System
14 2 (0.59%) Replication
14 2 (0.59%) User Experience
Operating Systems
1 145 (42.52%) Linux
2 68 (19.94%) Windows
3 39 (11.44%) CentOS
4 30 (8.80%) Unix
5 14 (4.11%) Ubuntu
6 12 (3.52%) Android
6 12 (3.52%) Red Hat Enterprise Linux
7 11 (3.23%) Apple iOS
8 5 (1.47%) Windows Server
9 4 (1.17%) AIX
10 3 (0.88%) Debian
10 3 (0.88%) Windows Server 2012
11 2 (0.59%) VMS
12 1 (0.29%) Windows Server 2008
Processes & Methodologies
1 118 (34.60%) Agile Software Development
2 71 (20.82%) DevOps
3 70 (20.53%) Software Engineering
4 49 (14.37%) Continuous Integration
5 39 (11.44%) Problem-Solving
6 38 (11.14%) Microservices
7 36 (10.56%) Test Automation
8 34 (9.97%) Data Science
8 34 (9.97%) TDD
9 32 (9.38%) Continuous Improvement
9 32 (9.38%) SDLC
10 30 (8.80%) Machine Learning
11 29 (8.50%) Mentoring
12 28 (8.21%) OO
12 28 (8.21%) Site Reliability Engineering
13 26 (7.62%) Software Architecture
14 25 (7.33%) Analytics
14 25 (7.33%) Scrum
15 24 (7.04%) Open Source
16 23 (6.74%) Mathematics
Programming Languages
1 135 (39.59%) SQL
2 128 (37.54%) Java
3 107 (31.38%) JavaScript
4 74 (21.70%) C#
5 73 (21.41%) C++
6 52 (15.25%) Perl
7 46 (13.49%) Ruby
8 36 (10.56%) C
8 36 (10.56%) PowerShell
9 32 (9.38%) Bash Shell
10 28 (8.21%) PHP
11 19 (5.57%) R
12 17 (4.99%) Shell Script
13 14 (4.11%) VB.NET
14 9 (2.64%) Go
14 9 (2.64%) PL/SQL
15 8 (2.35%) ABAP
16 7 (2.05%) MATLAB
17 6 (1.76%) Ada
17 6 (1.76%) T-SQL
Qualifications
1 89 (26.10%) Degree
2 32 (9.38%) Computer Science Degree
3 28 (8.21%) Microsoft Certification
3 28 (8.21%) RHCA
4 17 (4.99%) PhD
5 15 (4.40%) Security Cleared
6 7 (2.05%) Master's Degree
6 7 (2.05%) SC Cleared
7 3 (0.88%) RHCE
7 3 (0.88%) VCP6
7 3 (0.88%) VMware Certified Professional (VCP)
8 2 (0.59%) ISEB
8 2 (0.59%) ISTQB
9 1 (0.29%) DV Cleared
9 1 (0.29%) HNC
9 1 (0.29%) HND
9 1 (0.29%) MBA
9 1 (0.29%) PMI Certification
9 1 (0.29%) PMP
9 1 (0.29%) TOGAF Certification
Quality Assurance & Compliance
1 6 (1.76%) QA
2 3 (0.88%) GDPR
2 3 (0.88%) ISO 9001
3 2 (0.59%) IEC 62304
3 2 (0.59%) ISO 26262
4 1 (0.29%) PMO
4 1 (0.29%) SLA
System Software
1 37 (10.85%) Docker
2 17 (4.99%) VMware Infrastructure
3 12 (3.52%) Firmware
4 11 (3.23%) Active Directory
5 9 (2.64%) XenServer
6 6 (1.76%) KVM
7 3 (0.88%) Virtual Machines
8 2 (0.59%) Varnish
8 2 (0.59%) vSphere
9 1 (0.29%) ACF2
9 1 (0.29%) pfSense
9 1 (0.29%) RACF
Systems Management
1 42 (12.32%) Ansible
2 38 (11.14%) Puppet
3 33 (9.68%) Opscode Chef
4 20 (5.87%) Kubernetes
5 11 (3.23%) Terraform
6 7 (2.05%) Salt
7 6 (1.76%) ZABBIX
8 5 (1.47%) Graylog
8 5 (1.47%) Host Intrusion Detection System
8 5 (1.47%) PingFederate
8 5 (1.47%) Xymon
9 2 (0.59%) Nagios
10 1 (0.29%) CA Single Sign-On
10 1 (0.29%) Docker Swarm
10 1 (0.29%) Grafana
10 1 (0.29%) Hadoop YARN
10 1 (0.29%) HP ALM
10 1 (0.29%) Oracle ZFS
10 1 (0.29%) Prometheus
10 1 (0.29%) vRealize Orchestrator
Vendors
1 74 (21.70%) Microsoft
2 46 (13.49%) Oracle
3 36 (10.56%) Red Hat
4 19 (5.57%) VMware
5 12 (3.52%) SAP
6 10 (2.93%) Atlassian
7 9 (2.64%) Adobe
7 9 (2.64%) Cisco
7 9 (2.64%) Citrix
8 7 (2.05%) F5
8 7 (2.05%) Google
8 7 (2.05%) HP
8 7 (2.05%) Palo Alto
9 6 (1.76%) Arista
9 6 (1.76%) Aruba
9 6 (1.76%) CheckPoint
9 6 (1.76%) Juniper
9 6 (1.76%) Sybase
9 6 (1.76%) Tableau
10 5 (1.47%) TOWER Software