Period
to 20 June 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 20 June 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 26 33 58
Rank change year-on-year +7 +25 +28
Permanent jobs citing Python 423 345 364
As % of all permanent IT jobs advertised in Surrey 8.21% 6.39% 4.61%
As % of the Programming Languages category 14.39% 12.89% 9.15%
Number of salaries quoted 362 284 312
Surrey median annual salary £52,500 £52,500 £46,000
Median salary % change year-on-year - +14.13% -3.16%
10th Percentile £33,875 £32,500 £23,825
90th Percentile £74,000 £75,000 £65,000
South East median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 2,939 2,676 3,979
As % of all permanent IT jobs advertised in Surrey 57.02% 49.55% 50.42%
Number of salaries quoted 2,563 2,268 3,579
Surrey median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -
10th Percentile £30,000 £30,000 £27,500
90th Percentile £68,600 £66,075 £62,500
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +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 20 June 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 20 June 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 +40 115 £50,000 +25.00% 9
Staines +3 63 £55,000 -21.43% 6
Leatherhead -17 27 £55,000 +44.74% 5
Reigate +7 26 £55,000 -8.33% 1
Woking +17 19 £30,000 -41.46% 5
Sunbury-on-Thames - 19 - -
Camberley -6 11 £57,500 +15.00% 3
Epsom -6 8 £52,500 -19.23%
Egham +21 6 £60,000 - 1
Redhill +2 6 £35,000 -36.36% 1
Cranleigh - 5 £45,000 - 1
Chertsey - 3 £85,000 -
Weybridge -17 2 £42,500 -15.00% 1
Walton-on-Thames -12 1 £55,000 +37.50% 1
Python
South East

For the 6 months to 20 June 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.

1 174 (41.13%) Linux
2 150 (35.46%) SQL
3 147 (34.75%) Java
4 134 (31.68%) Agile Software Development
5 131 (30.97%) JavaScript
6 107 (25.30%) Degree
7 104 (24.59%) Amazon AWS
8 101 (23.88%) DevOps
9 90 (21.28%) C++
10 88 (20.80%) Ruby
11 84 (19.86%) Computer Science
12 83 (19.62%) Perl
13 82 (19.39%) MySQL
13 82 (19.39%) HTML
14 81 (19.15%) CSS
15 79 (18.68%) C#
16 76 (17.97%) Jenkins
17 72 (17.02%) Continuous Integration
18 69 (16.31%) Test Automation
19 67 (15.84%) Software Engineering
19 67 (15.84%) AngularJS
20 65 (15.37%) Mathematics
20 65 (15.37%) Git (software)
21 62 (14.66%) Data Science
22 60 (14.18%) Microsoft Azure
23 57 (13.48%) Configuration Management
24 56 (13.24%) Windows
24 56 (13.24%) R
25 55 (13.00%) Machine Learning
26 54 (12.77%) .NET

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 26 (6.15%) Apache Spark
2 23 (5.44%) Apache
3 17 (4.02%) SAS
4 15 (3.55%) Tomcat
5 10 (2.36%) NServiceBus
6 9 (2.13%) CMS
6 9 (2.13%) Confluence
7 7 (1.65%) Apache Pig
7 7 (1.65%) DNN
7 7 (1.65%) Elasticsearch
8 6 (1.42%) Ethereum
8 6 (1.42%) Hyperledger
9 5 (1.18%) OpenStack
10 4 (0.95%) Jupyter
10 4 (0.95%) nginx
10 4 (0.95%) SharePoint
11 3 (0.71%) Drupal
11 3 (0.71%) WebSphere
11 3 (0.71%) WordPress
12 2 (0.47%) SugarCRM
Applications
1 14 (3.31%) Microsoft Excel
2 9 (2.13%) Stata
3 7 (1.65%) GNU Octave
4 4 (0.95%) Chatbot
5 1 (0.24%) Adobe Illustrator
5 1 (0.24%) Blender
5 1 (0.24%) Photoshop
Business Applications
1 5 (1.18%) Oracle Applications
2 4 (0.95%) Teamcenter
3 2 (0.47%) Magento
4 1 (0.24%) Salesforce.com CRM
Cloud Services
1 104 (24.59%) Amazon AWS
2 60 (14.18%) Microsoft Azure
3 29 (6.86%) Serverless
4 28 (6.62%) SaaS
5 24 (5.67%) AWS CloudFormation
6 19 (4.49%) AWS Lambda
6 19 (4.49%) IaaS
7 12 (2.84%) GitHub
8 7 (1.65%) Amazon S3
9 6 (1.42%) Cloud Computing
9 6 (1.42%) npm
10 5 (1.18%) AWS Elastic Beanstalk
11 4 (0.95%) Amazon ELB
11 4 (0.95%) Google Analytics
11 4 (0.95%) Slack
12 3 (0.71%) Amazon EC2
12 3 (0.71%) Azure Data Factory
12 3 (0.71%) Google Cloud Platform
13 2 (0.47%) PaaS
14 1 (0.24%) Force.com
Communications & Networking
1 15 (3.55%) VPN
2 12 (2.84%) Firewall
3 11 (2.60%) TCP/IP
4 10 (2.36%) VLAN
5 8 (1.89%) DNS
5 8 (1.89%) HTTP
5 8 (1.89%) Internet
5 8 (1.89%) IPsec
6 7 (1.65%) Wireshark
7 6 (1.42%) IPv4
8 5 (1.18%) 5G
8 5 (1.18%) SCTP
8 5 (1.18%) SMS
9 4 (0.95%) VoIP
10 3 (0.71%) GSM
10 3 (0.71%) LTE
10 3 (0.71%) SCCP
10 3 (0.71%) SSL
10 3 (0.71%) TCAP
10 3 (0.71%) UMTS
Database & Business Intelligence
1 82 (19.39%) MySQL
2 45 (10.64%) Big Data
3 43 (10.17%) SQL Server
4 37 (8.75%) Relational Database
5 29 (6.86%) NoSQL
6 23 (5.44%) Hadoop
7 20 (4.73%) Power BI
8 15 (3.55%) Apache Cassandra
9 13 (3.07%) MariaDB
10 12 (2.84%) MongoDB
10 12 (2.84%) PostgreSQL
11 11 (2.60%) Blockchain
11 11 (2.60%) Data Warehouse
11 11 (2.60%) GIS
12 10 (2.36%) Apache Hive
12 10 (2.36%) Cosmos DB
12 10 (2.36%) SQL Server Analysis Services
12 10 (2.36%) SQL Server Integration Services
12 10 (2.36%) SQL Server Reporting Services
13 9 (2.13%) QlikView
Development Applications
1 76 (17.97%) Jenkins
2 65 (15.37%) Git (software)
3 28 (6.62%) Subversion
4 20 (4.73%) GitLab
4 20 (4.73%) JIRA
5 18 (4.26%) Protractor
6 16 (3.78%) Team Foundation Server
7 13 (3.07%) TeamCity
7 13 (3.07%) Visual Studio
7 13 (3.07%) WebDriver
8 12 (2.84%) Maven
9 11 (2.60%) GoCD
10 10 (2.36%) JMeter
11 9 (2.13%) NUnit
11 9 (2.13%) Selenium
12 6 (1.42%) Gradle
12 6 (1.42%) Toad
13 5 (1.18%) ProC
13 5 (1.18%) PVCS
13 5 (1.18%) PyCharm
General
1 40 (9.46%) Telecoms
2 22 (5.20%) Finance
3 11 (2.60%) Marketing
4 10 (2.36%) Advertising
5 7 (1.65%) Electronics
5 7 (1.65%) Games
6 5 (1.18%) Back Office
7 4 (0.95%) Automotive
7 4 (0.95%) Banking
8 3 (0.71%) Aerospace
9 2 (0.47%) Retail
10 1 (0.24%) Financial Institution
10 1 (0.24%) Manufacturing
Job Titles
1 176 (41.61%) Developer
2 54 (12.77%) Software Developer
3 47 (11.11%) DevOps Engineer
4 43 (10.17%) C# Developer
5 41 (9.69%) Python Developer
6 32 (7.57%) Administrator
7 29 (6.86%) .NET Developer
7 29 (6.86%) Software Engineer
8 28 (6.62%) C# .NET Developer
8 28 (6.62%) Data Scientist
8 28 (6.62%) Linux Administrator
9 26 (6.15%) Lead Developer
10 25 (5.91%) Linux Engineer
11 24 (5.67%) Senior Developer
12 23 (5.44%) Linux/Unix DevOps
13 22 (5.20%) Linux Specialist
14 20 (4.73%) Linux DevOps Engineer
15 19 (4.49%) Cloud Developer
15 19 (4.49%) Cloud Specialist
15 19 (4.49%) DevOps Administrator
Libraries, Frameworks & Software Standards
1 82 (19.39%) HTML
2 81 (19.15%) CSS
3 67 (15.84%) AngularJS
4 54 (12.77%) .NET
5 42 (9.93%) REST
6 40 (9.46%) Django
7 37 (8.75%) .NET Framework
8 36 (8.51%) ASP.NET
9 32 (7.57%) jQuery
10 31 (7.33%) React
11 30 (7.09%) Web Services
12 27 (6.38%) LAMP
13 25 (5.91%) SOAP
14 22 (5.20%) Flask
14 22 (5.20%) Node.js
15 21 (4.96%) ASP.NET MVC
16 18 (4.26%) ASP.NET Web API
16 18 (4.26%) Entity Framework
17 17 (4.02%) TensorFlow
17 17 (4.02%) XML
Miscellaneous
1 84 (19.86%) Computer Science
2 49 (11.58%) Algorithms
3 34 (8.04%) Mobile App
4 29 (6.86%) Linux Command Line
5 23 (5.44%) Public Cloud
6 19 (4.49%) Analytical Skills
7 17 (4.02%) User Experience
8 14 (3.31%) Data Centre
9 11 (2.60%) Data Structures
10 10 (2.36%) Animation
11 9 (2.13%) Greenfield Project
12 8 (1.89%) Self-Motivation
13 7 (1.65%) Fintech
14 6 (1.42%) Bitcoin
15 5 (1.18%) Machine to Machine
16 3 (0.71%) Client/Server
16 3 (0.71%) Enterprise Software
16 3 (0.71%) Semantic Web
17 2 (0.47%) Mainframe
17 2 (0.47%) N-Tier
Operating Systems
1 174 (41.13%) Linux
2 56 (13.24%) Windows
3 41 (9.69%) CentOS
4 22 (5.20%) Red Hat Enterprise Linux
5 17 (4.02%) Unix
6 11 (2.60%) Ubuntu
7 7 (1.65%) Android
7 7 (1.65%) Apple iOS
7 7 (1.65%) Debian
8 5 (1.18%) AIX
9 1 (0.24%) Embedded Linux
9 1 (0.24%) Windows Server
Processes & Methodologies
1 134 (31.68%) Agile Software Development
2 101 (23.88%) DevOps
3 72 (17.02%) Continuous Integration
4 69 (16.31%) Test Automation
5 67 (15.84%) Software Engineering
6 65 (15.37%) Mathematics
7 62 (14.66%) Data Science
8 57 (13.48%) Configuration Management
9 55 (13.00%) Machine Learning
10 54 (12.77%) Problem-Solving
11 44 (10.40%) Analytics
11 44 (10.40%) SDLC
12 42 (9.93%) OO
13 34 (8.04%) Open Source
14 32 (7.57%) Scrum
14 32 (7.57%) Visualisation
15 31 (7.33%) Artificial Intelligence
15 31 (7.33%) TDD
16 30 (7.09%) Microservices
16 30 (7.09%) Unit Testing
Programming Languages
1 150 (35.46%) SQL
2 147 (34.75%) Java
3 131 (30.97%) JavaScript
4 90 (21.28%) C++
5 88 (20.80%) Ruby
6 83 (19.62%) Perl
7 79 (18.68%) C#
8 56 (13.24%) R
9 51 (12.06%) C
9 51 (12.06%) PowerShell
10 49 (11.58%) Bash Shell
11 40 (9.46%) PHP
12 33 (7.80%) T-SQL
13 19 (4.49%) Scala
14 16 (3.78%) Go
14 16 (3.78%) MATLAB
14 16 (3.78%) PL/SQL
15 13 (3.07%) Shell Script
16 9 (2.13%) VB.NET
17 6 (1.42%) Solidity
Qualifications
1 107 (25.30%) Degree
2 44 (10.40%) PhD
3 39 (9.22%) Computer Science Degree
4 20 (4.73%) Numerate Degree
5 19 (4.49%) Microsoft Certification
5 19 (4.49%) RHCA
6 11 (2.60%) SC Cleared
6 11 (2.60%) Security Cleared
7 5 (1.18%) DBS Check
8 3 (0.71%) ISEB
8 3 (0.71%) ISTQB
8 3 (0.71%) ITIL Certification
9 2 (0.47%) PMI Certification
9 2 (0.47%) PMP
9 2 (0.47%) RHCE
9 2 (0.47%) VCP6
9 2 (0.47%) VMware Certified Professional (VCP)
10 1 (0.24%) Cisco Certification
10 1 (0.24%) Master's Degree
10 1 (0.24%) MBA
Quality Assurance & Compliance
1 6 (1.42%) QA
2 5 (1.18%) Data Quality
3 3 (0.71%) GCP
3 3 (0.71%) ISO/IEC 27001
4 2 (0.47%) GDPR
4 2 (0.47%) SLA
5 1 (0.24%) IEC 62304
5 1 (0.24%) ISO 26262
5 1 (0.24%) ISO/IEC 20000
5 1 (0.24%) PCI DSS
System Software
1 39 (9.22%) Docker
2 8 (1.89%) VMware Infrastructure
3 5 (1.18%) iptables
4 4 (0.95%) KVM
5 2 (0.47%) ACF2
5 2 (0.47%) Active Directory
5 2 (0.47%) RACF
5 2 (0.47%) Virtual Machines
Systems Management
1 53 (12.53%) Puppet
2 52 (12.29%) Ansible
3 48 (11.35%) Opscode Chef
4 22 (5.20%) Kubernetes
5 12 (2.84%) Terraform
6 11 (2.60%) Nagios
7 5 (1.18%) Cacti
7 5 (1.18%) CFEngine
7 5 (1.18%) HAProxy
7 5 (1.18%) Icinga
7 5 (1.18%) logstash
7 5 (1.18%) Netcool
8 4 (0.95%) Docker Swarm
8 4 (0.95%) Salt
9 3 (0.71%) Packer
10 2 (0.47%) Grafana
10 2 (0.47%) Hadoop YARN
10 2 (0.47%) Host Intrusion Detection System
10 2 (0.47%) Prometheus
10 2 (0.47%) Xymon
Vendors
1 42 (9.93%) Microsoft
1 42 (9.93%) Oracle
2 30 (7.09%) Red Hat
3 26 (6.15%) Splunk
4 18 (4.26%) TOWER Software
5 14 (3.31%) Tableau
6 10 (2.36%) Cisco
6 10 (2.36%) Google
7 8 (1.89%) HP
7 8 (1.89%) VMware
8 7 (1.65%) Alteryx
9 5 (1.18%) Capita
9 5 (1.18%) Dell
10 4 (0.95%) Canon
10 4 (0.95%) Cloudera
10 4 (0.95%) Serena
10 4 (0.95%) Sony
11 3 (0.71%) Screaming Frog
11 3 (0.71%) Talend
11 3 (0.71%) Virgin Media