Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 27 30 49
Rank change year-on-year +3 +19 +41
Permanent jobs citing Python 394 384 397
As % of all permanent IT jobs advertised in Surrey 7.54% 6.79% 5.22%
As % of the Programming Languages category 13.78% 13.23% 10.06%
Number of salaries quoted 325 310 348
Surrey median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% +8.11%
10th Percentile £32,500 £32,500 £24,500
90th Percentile £77,000 £70,250 £72,500
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 2,860 2,902 3,948
As % of all permanent IT jobs advertised in Surrey 54.76% 51.31% 51.90%
Number of salaries quoted 2,504 2,451 3,496
Surrey median annual salary £47,500 £48,000 £45,000
Median salary % change year-on-year -1.04% +6.67% -
10th Percentile £30,000 £30,000 £28,000
90th Percentile £70,000 £65,000 £63,750
South East median annual salary £45,500 £45,000 £44,000
% change year-on-year +1.11% +2.27% +3.53%

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 14 August 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 14 August 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 +36 77 £50,000 +14.29% 20
Staines +2 51 £67,000 -0.74% 3
Reigate +7 26 £57,500 -8.00% 3
Leatherhead -3 26 £52,500 +50.00% 6
Woking +13 20 £30,000 -48.94% 9
Sunbury-on-Thames - 19 - - 2
Weybridge -6 16 £52,500 -8.70% 2
Egham +38 12 £60,000 - 2
Camberley -5 11 £60,000 +9.09% 1
Epsom -3 8 £52,500 -19.23% 1
Redhill 0 6 £35,000 -36.36% 1
Cranleigh - 5 £45,000 - 2
Chertsey - 3 £85,000 -
Horley -1 2 £62,500 -3.85%
Walton-on-Thames -6 1 £55,000 +41.94%
Thames Ditton - 1 £17,500 -
Godalming - 1 £80,000 -
Python
South East

For the 6 months to 14 August 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.

1 151 (38.32%) Linux
2 147 (37.31%) SQL
3 143 (36.29%) Agile Software Development
4 142 (36.04%) Java
5 118 (29.95%) JavaScript
6 112 (28.43%) Degree
7 94 (23.86%) Amazon AWS
8 89 (22.59%) C++
9 87 (22.08%) DevOps
10 81 (20.56%) Computer Science
11 73 (18.53%) Ruby
12 71 (18.02%) Microsoft Azure
12 71 (18.02%) Test Automation
13 69 (17.51%) C#
14 68 (17.26%) Git (software)
15 67 (17.01%) Perl
16 66 (16.75%) Windows
17 65 (16.50%) Microsoft
18 62 (15.74%) MySQL
18 62 (15.74%) CSS
18 62 (15.74%) Continuous Integration
19 61 (15.48%) Mathematics
19 61 (15.48%) Software Engineering
19 61 (15.48%) Problem-Solving
20 60 (15.23%) HTML
21 58 (14.72%) Jenkins
22 51 (12.94%) PowerShell
22 51 (12.94%) AngularJS
23 49 (12.44%) Data Science
24 47 (11.93%) 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 24 (6.09%) Apache Spark
2 19 (4.82%) Apache
3 15 (3.81%) Tomcat
4 13 (3.30%) SAS
5 10 (2.54%) Elasticsearch
6 9 (2.28%) Ethereum
6 9 (2.28%) Hyperledger
7 7 (1.78%) Apache Pig
7 7 (1.78%) DNN
8 6 (1.52%) NServiceBus
8 6 (1.52%) OpenStack
9 5 (1.27%) Confluence
9 5 (1.27%) nginx
9 5 (1.27%) WildFly
10 4 (1.02%) Jupyter
10 4 (1.02%) SharePoint
10 4 (1.02%) WebSphere
11 3 (0.76%) CICS
11 3 (0.76%) lighttpd
11 3 (0.76%) WebLogic
Applications
1 14 (3.55%) Microsoft Excel
2 7 (1.78%) GNU Octave
3 5 (1.27%) Chatbot
4 4 (1.02%) Stata
5 1 (0.25%) GIMP
5 1 (0.25%) Microsoft Office
5 1 (0.25%) Photoshop
5 1 (0.25%) Simulink
Business Applications
1 6 (1.52%) SAP S/4HANA
2 5 (1.27%) Oracle Applications
3 4 (1.02%) Distributed Ledger
3 4 (1.02%) R3 Corda
4 3 (0.76%) Teamcenter
5 1 (0.25%) Salesforce.com CRM
Cloud Services
1 94 (23.86%) Amazon AWS
2 71 (18.02%) Microsoft Azure
3 27 (6.85%) Serverless
4 21 (5.33%) AWS CloudFormation
4 21 (5.33%) AWS Lambda
5 19 (4.82%) IaaS
6 14 (3.55%) SaaS
7 10 (2.54%) GitHub
8 6 (1.52%) Amazon S3
8 6 (1.52%) npm
9 5 (1.27%) AWS Elastic Beanstalk
10 4 (1.02%) Amazon ELB
10 4 (1.02%) Google Analytics
10 4 (1.02%) Google Cloud Platform
10 4 (1.02%) IBM Cloud
10 4 (1.02%) Slack
11 3 (0.76%) Azure Data Factory
12 2 (0.51%) Amazon CloudWatch
12 2 (0.51%) Amazon EC2
12 2 (0.51%) PaaS
Communications & Networking
1 17 (4.31%) TCP/IP
2 11 (2.79%) Firewall
3 8 (2.03%) VPN
4 7 (1.78%) VLAN
5 5 (1.27%) IPsec
5 5 (1.27%) IPv4
6 4 (1.02%) HTTP
6 4 (1.02%) SCTP
6 4 (1.02%) Wireshark
7 3 (0.76%) 5G
7 3 (0.76%) Ethernet
7 3 (0.76%) Internet
7 3 (0.76%) SSL
7 3 (0.76%) VoIP
8 2 (0.51%) DHCP
8 2 (0.51%) IPv6
8 2 (0.51%) M3UA
8 2 (0.51%) SCCP
8 2 (0.51%) TCAP
8 2 (0.51%) WAN
Database & Business Intelligence
1 62 (15.74%) MySQL
2 47 (11.93%) Big Data
3 38 (9.64%) Relational Database
4 36 (9.14%) SQL Server
5 23 (5.84%) NoSQL
6 22 (5.58%) Hadoop
7 21 (5.33%) Power BI
8 16 (4.06%) PostgreSQL
9 14 (3.55%) Blockchain
9 14 (3.55%) MongoDB
10 13 (3.30%) Data Warehouse
11 11 (2.79%) Apache Cassandra
11 11 (2.79%) GIS
11 11 (2.79%) MariaDB
12 10 (2.54%) Apache Hive
13 9 (2.28%) Crystal Reports
13 9 (2.28%) QlikView
13 9 (2.28%) SQL Server Analysis Services
13 9 (2.28%) SQL Server Integration Services
13 9 (2.28%) SQL Server Reporting Services
Development Applications
1 68 (17.26%) Git (software)
2 58 (14.72%) Jenkins
3 26 (6.60%) JIRA
4 20 (5.08%) GitLab
5 15 (3.81%) Subversion
5 15 (3.81%) Visual Studio
6 13 (3.30%) Protractor
7 12 (3.05%) NUnit
7 12 (3.05%) Team Foundation Server
7 12 (3.05%) WebDriver
8 11 (2.79%) Maven
9 9 (2.28%) Atlassian Bamboo
9 9 (2.28%) Bitbucket
9 9 (2.28%) JMeter
10 8 (2.03%) ProC
10 8 (2.03%) Selenium
11 7 (1.78%) GoCD
11 7 (1.78%) PVCS
11 7 (1.78%) TeamCity
12 6 (1.52%) Gradle
General
1 35 (8.88%) Telecoms
2 26 (6.60%) Games
3 25 (6.35%) Finance
4 11 (2.79%) Electronics
4 11 (2.79%) Marketing
5 8 (2.03%) Advertising
6 6 (1.52%) Automotive
7 4 (1.02%) Banking
8 2 (0.51%) Back Office
8 2 (0.51%) Retail
9 1 (0.25%) Financial Institution
9 1 (0.25%) French Language
9 1 (0.25%) German Language
9 1 (0.25%) Manufacturing
9 1 (0.25%) Military
Job Titles
1 171 (43.40%) Developer
2 56 (14.21%) Software Developer
3 40 (10.15%) C# Developer
4 38 (9.64%) DevOps Engineer
5 35 (8.88%) Python Developer
6 27 (6.85%) Senior Developer
7 24 (6.09%) Software Engineer
8 23 (5.84%) .NET Developer
8 23 (5.84%) C# .NET Developer
8 23 (5.84%) Lead Developer
9 22 (5.58%) Cloud Specialist
9 22 (5.58%) Data Scientist
9 22 (5.58%) Linux Specialist
10 19 (4.82%) Cloud Developer
10 19 (4.82%) Linux Engineer
11 18 (4.57%) Senior Software Engineer
12 16 (4.06%) Senior Software Developer
13 15 (3.81%) Administrator
13 15 (3.81%) Graduate
13 15 (3.81%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 62 (15.74%) CSS
2 60 (15.23%) HTML
3 51 (12.94%) AngularJS
4 44 (11.17%) .NET
5 43 (10.91%) REST
6 40 (10.15%) Django
7 29 (7.36%) Web Services
8 28 (7.11%) .NET Framework
9 25 (6.35%) ASP.NET
9 25 (6.35%) XML
10 23 (5.84%) LAMP
11 22 (5.58%) Node.js
12 21 (5.33%) Flask
13 20 (5.08%) SOAP
14 17 (4.31%) RESTful
15 16 (4.06%) ASP.NET MVC
16 15 (3.81%) jQuery
16 15 (3.81%) React
16 15 (3.81%) TensorFlow
17 14 (3.55%) Velocity
Miscellaneous
1 81 (20.56%) Computer Science
2 47 (11.93%) Algorithms
3 33 (8.38%) Linux Command Line
4 32 (8.12%) Public Cloud
5 29 (7.36%) Mobile App
6 27 (6.85%) Analytical Skills
7 15 (3.81%) Data Structures
8 13 (3.30%) Data Centre
9 12 (3.05%) Client/Server
10 11 (2.79%) Self-Motivation
10 11 (2.79%) User Experience
11 9 (2.28%) Greenfield Project
12 8 (2.03%) Fintech
13 5 (1.27%) Bitcoin
13 5 (1.27%) Device Driver
14 3 (0.76%) Enterprise Software
14 3 (0.76%) IBM Mainframe
14 3 (0.76%) Mainframe
14 3 (0.76%) Management Information System
14 3 (0.76%) Semantic Web
Operating Systems
1 151 (38.32%) Linux
2 66 (16.75%) Windows
3 37 (9.39%) CentOS
4 27 (6.85%) Unix
5 13 (3.30%) Ubuntu
6 11 (2.79%) Red Hat Enterprise Linux
7 10 (2.54%) Android
8 9 (2.28%) Apple iOS
9 8 (2.03%) AIX
10 6 (1.52%) Debian
11 2 (0.51%) Windows Server
11 2 (0.51%) Windows Server 2012
Processes & Methodologies
1 143 (36.29%) Agile Software Development
2 87 (22.08%) DevOps
3 71 (18.02%) Test Automation
4 62 (15.74%) Continuous Integration
5 61 (15.48%) Mathematics
5 61 (15.48%) Problem-Solving
5 61 (15.48%) Software Engineering
6 49 (12.44%) Data Science
7 47 (11.93%) SDLC
8 44 (11.17%) Machine Learning
9 41 (10.41%) OO
10 38 (9.64%) Analytics
10 38 (9.64%) Scrum
11 35 (8.88%) Configuration Management
12 34 (8.63%) Microservices
13 33 (8.38%) Open Source
14 31 (7.87%) Continuous Improvement
15 30 (7.61%) TDD
16 28 (7.11%) Unit Testing
17 26 (6.60%) Visualisation
Programming Languages
1 147 (37.31%) SQL
2 142 (36.04%) Java
3 118 (29.95%) JavaScript
4 89 (22.59%) C++
5 73 (18.53%) Ruby
6 69 (17.51%) C#
7 67 (17.01%) Perl
8 51 (12.94%) PowerShell
9 47 (11.93%) R
10 45 (11.42%) C
11 39 (9.90%) Bash Shell
12 29 (7.36%) PHP
13 22 (5.58%) Shell Script
14 20 (5.08%) T-SQL
15 19 (4.82%) Scala
16 15 (3.81%) Go
16 15 (3.81%) PL/SQL
17 13 (3.30%) MATLAB
18 11 (2.79%) VB.NET
19 9 (2.28%) Solidity
Qualifications
1 112 (28.43%) Degree
2 40 (10.15%) Computer Science Degree
3 37 (9.39%) PhD
4 22 (5.58%) Microsoft Certification
4 22 (5.58%) RHCA
5 14 (3.55%) Numerate Degree
6 9 (2.28%) SC Cleared
6 9 (2.28%) Security Cleared
7 5 (1.27%) DBS Check
7 5 (1.27%) ISEB
7 5 (1.27%) ISTQB
8 3 (0.76%) ITIL Certification
8 3 (0.76%) PMI Certification
8 3 (0.76%) PMP
8 3 (0.76%) RHCE
8 3 (0.76%) VCP6
8 3 (0.76%) VMware Certified Professional (VCP)
9 2 (0.51%) Master's Degree
10 1 (0.25%) CCNP
10 1 (0.25%) DV Cleared
Quality Assurance & Compliance
1 9 (2.28%) QA
2 5 (1.27%) Data Quality
3 3 (0.76%) GCP
3 3 (0.76%) GDPR
4 2 (0.51%) IEC 62304
4 2 (0.51%) ISO 26262
4 2 (0.51%) SLA
5 1 (0.25%) ISO/IEC 20000
5 1 (0.25%) ISO/IEC 27001
5 1 (0.25%) PCI DSS
5 1 (0.25%) PMO
System Software
1 34 (8.63%) Docker
2 16 (4.06%) VMware Infrastructure
3 8 (2.03%) XenServer
4 5 (1.27%) Active Directory
4 5 (1.27%) KVM
5 3 (0.76%) ACF2
5 3 (0.76%) RACF
5 3 (0.76%) Virtual Machines
6 2 (0.51%) iptables
6 2 (0.51%) vSphere
7 1 (0.25%) pfSense
Systems Management
1 39 (9.90%) Puppet
2 36 (9.14%) Ansible
3 33 (8.38%) Opscode Chef
4 13 (3.30%) Kubernetes
5 10 (2.54%) Terraform
6 5 (1.27%) Host Intrusion Detection System
6 5 (1.27%) Xymon
6 5 (1.27%) ZABBIX
7 4 (1.02%) Salt
8 3 (0.76%) HP ALM
8 3 (0.76%) Nagios
9 2 (0.51%) Grafana
9 2 (0.51%) Hadoop YARN
9 2 (0.51%) HAProxy
9 2 (0.51%) Prometheus
10 1 (0.25%) CA Single Sign-On
10 1 (0.25%) Docker Swarm
10 1 (0.25%) Graphite
10 1 (0.25%) Graylog
10 1 (0.25%) PingFederate
Vendors
1 65 (16.50%) Microsoft
2 38 (9.64%) Oracle
3 32 (8.12%) Red Hat
4 20 (5.08%) Splunk
5 18 (4.57%) TOWER Software
5 18 (4.57%) VMware
6 12 (3.05%) Tableau
7 11 (2.79%) Google
8 9 (2.28%) Atlassian
9 8 (2.03%) Citrix
10 7 (1.78%) Adobe
10 7 (1.78%) Alteryx
10 7 (1.78%) Cisco
10 7 (1.78%) SAP
11 6 (1.52%) HP
12 5 (1.27%) Capita
13 4 (1.02%) Canon
13 4 (1.02%) Sony
14 3 (0.76%) MapR
14 3 (0.76%) Palo Alto