Period
to 17 January 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 17 January 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 32 53 72
Rank change year-on-year +21 +19 +23
Permanent jobs citing Python 423 297 327
As % of all permanent IT jobs advertised in Surrey 7.05% 4.99% 4.18%
As % of the Programming Languages category 12.56% 9.78% 8.25%
Number of salaries quoted 384 285 275
Surrey median annual salary £55,000 £52,500 £45,000
Median salary % change year-on-year +4.76% +16.67% -
10th Percentile £36,475 £33,750 £27,500
90th Percentile £72,125 £72,500 £60,000
South East median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +4.65%

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 3,368 3,038 3,965
As % of all permanent IT jobs advertised in Surrey 56.16% 51.01% 50.72%
Number of salaries quoted 2,846 2,655 3,573
Surrey median annual salary £48,750 £47,500 £45,000
Median salary % change year-on-year +2.63% +5.56% -
10th Percentile £30,000 £30,000 £28,000
90th Percentile £65,000 £65,000 £63,750
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +7.50%

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 17 January 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 17 January 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 +25 81 £55,000 +10.00% 21
Reigate +32 60 £50,000 -37.50% 4
Staines +33 56 £60,000 +23.71% 5
Weybridge +14 21 £57,500 +15.00%
Leatherhead +13 18 £55,000 +22.22% 5
Camberley +2 18 £50,000 +96.08%
Woking -27 17 £60,500 +27.37%
Redhill -2 10 £50,000 - 1
Addlestone - 9 £55,000 -
Epsom -10 8 £32,500 -53.57%
Walton-on-Thames +10 7 £48,500 +53.97% 3
Egham -32 4 £48,750 -25.00%
Farnham - 1 £50,000 - 1
Horley - 1 £65,000 -
Python
South East

For the 6 months to 17 January 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Surrey region with a requirement for Python.

1 185 (43.74%) Linux
2 172 (40.66%) Java
3 146 (34.52%) Agile Software Development
4 131 (30.97%) Perl
5 124 (29.31%) DevOps
6 110 (26.00%) SQL
7 109 (25.77%) JavaScript
8 100 (23.64%) Bash Shell
9 98 (23.17%) Ruby
9 98 (23.17%) C++
10 96 (22.70%) C#
11 93 (21.99%) Degree
12 89 (21.04%) Amazon AWS
13 84 (19.86%) Opscode Chef
14 83 (19.62%) Puppet
15 80 (18.91%) Software Engineering
16 72 (17.02%) Microsoft Azure
17 71 (16.78%) PHP
18 68 (16.08%) Jenkins
19 64 (15.13%) C
20 63 (14.89%) SDLC
21 59 (13.95%) MySQL
21 59 (13.95%) CSS
22 58 (13.71%) Git (software)
22 58 (13.71%) Continuous Integration
23 57 (13.48%) Windows
24 53 (12.53%) OO
24 53 (12.53%) Ansible
25 52 (12.29%) PowerShell
25 52 (12.29%) Test Automation

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 (4.02%) Apache
2 15 (3.55%) SAS
3 14 (3.31%) Apache Spark
3 14 (3.31%) SharePoint
4 13 (3.07%) Liferay
5 10 (2.36%) Elasticsearch
6 7 (1.65%) nginx
7 6 (1.42%) CMS
7 6 (1.42%) Drupal
7 6 (1.42%) WordPress
8 5 (1.18%) Joomla!
9 4 (0.95%) Tomcat
10 3 (0.71%) Apache Pig
11 2 (0.47%) DNN
12 1 (0.24%) Adobe Experience Manager
12 1 (0.24%) ArcGIS
12 1 (0.24%) Confluence
12 1 (0.24%) IIS
12 1 (0.24%) JBoss
Applications
1 4 (0.95%) Mathematica
1 4 (0.95%) SPSS
1 4 (0.95%) Stata
2 3 (0.71%) GNU Octave
2 3 (0.71%) Simulink
3 2 (0.47%) Microsoft Excel
4 1 (0.24%) 3ds Max
4 1 (0.24%) Adobe Illustrator
4 1 (0.24%) AutoCAD
4 1 (0.24%) Blender
4 1 (0.24%) Maya
4 1 (0.24%) Microsoft Office
4 1 (0.24%) Photoshop
Business Applications
1 9 (2.13%) Teamcenter
2 5 (1.18%) Magento
3 4 (0.95%) Oracle Applications
Cloud Services
1 89 (21.04%) Amazon AWS
2 72 (17.02%) Microsoft Azure
3 30 (7.09%) SaaS
4 13 (3.07%) IaaS
5 12 (2.84%) AWS CloudFormation
5 12 (2.84%) PaaS
6 10 (2.36%) Amazon S3
7 9 (2.13%) Amazon EC2
7 9 (2.13%) GitHub
8 8 (1.89%) Cloud Computing
8 8 (1.89%) Datadog
9 7 (1.65%) Amazon SQS
10 6 (1.42%) Azure Machine Learning
11 5 (1.18%) Azure Data Factory
12 4 (0.95%) AWS Elastic Beanstalk
13 3 (0.71%) Amazon CloudWatch
13 3 (0.71%) Amazon Glacier
13 3 (0.71%) AWS CloudTrail
13 3 (0.71%) Virtual Private Cloud
14 1 (0.24%) Google Cloud Platform
Communications & Networking
1 36 (8.51%) TCP/IP
2 19 (4.49%) Firewall
3 16 (3.78%) VPN
4 14 (3.31%) VoIP
5 12 (2.84%) GSM
5 12 (2.84%) IPsec
5 12 (2.84%) M3UA
5 12 (2.84%) SCCP
5 12 (2.84%) SCTP
5 12 (2.84%) TCAP
5 12 (2.84%) UMTS
6 11 (2.60%) DNS
6 11 (2.60%) LTE
6 11 (2.60%) Wireshark
7 7 (1.65%) HTTP
8 6 (1.42%) DVB
8 6 (1.42%) Internet
8 6 (1.42%) IPv4
8 6 (1.42%) IPv6
8 6 (1.42%) UPnP
Database & Business Intelligence
1 59 (13.95%) MySQL
2 27 (6.38%) Big Data
2 27 (6.38%) Relational Database
3 19 (4.49%) Hadoop
4 18 (4.26%) NoSQL
4 18 (4.26%) Oracle Database
5 16 (3.78%) SQL Server
6 15 (3.55%) MongoDB
7 12 (2.84%) Power BI
8 10 (2.36%) Apache Cassandra
9 9 (2.13%) Apache Hive
9 9 (2.13%) Data Warehouse
10 8 (1.89%) SQL Server Integration Services
10 8 (1.89%) SQL Server Reporting Services
11 7 (1.65%) Amazon RDS
11 7 (1.65%) SQL Server Analysis Services
12 6 (1.42%) MariaDB
13 5 (1.18%) Data Lake
14 4 (0.95%) BusinessObjects
14 4 (0.95%) QGIS
Development Applications
1 68 (16.08%) Jenkins
2 58 (13.71%) Git (software)
3 44 (10.40%) Subversion
4 29 (6.86%) WebDriver
5 28 (6.62%) Visual Studio
6 27 (6.38%) Selenium
7 22 (5.20%) JIRA
8 16 (3.78%) Eclipse
8 16 (3.78%) PyCharm
9 13 (3.07%) JMeter
10 11 (2.60%) Atlassian Bamboo
10 11 (2.60%) Maven
11 9 (2.13%) Rational DOORS
11 9 (2.13%) Team Foundation Server
12 6 (1.42%) ProC
12 6 (1.42%) Protractor
13 4 (0.95%) Toad
14 3 (0.71%) PHPUnit
15 2 (0.47%) Hudson
15 2 (0.47%) TeamCity
General
1 49 (11.58%) Finance
2 22 (5.20%) Telecoms
3 19 (4.49%) Electronics
4 13 (3.07%) Banking
5 12 (2.84%) Automotive
5 12 (2.84%) Retail
6 8 (1.89%) Games
7 7 (1.65%) Aerospace
7 7 (1.65%) Marketing
7 7 (1.65%) Military
8 5 (1.18%) Manufacturing
9 2 (0.47%) Law
10 1 (0.24%) Advertising
10 1 (0.24%) Financial Institution
10 1 (0.24%) Legal
Job Titles
1 95 (22.46%) DevOps Engineer
2 70 (16.55%) Developer
3 40 (9.46%) Software Engineer
4 35 (8.27%) Linux Engineer
5 31 (7.33%) Analyst
6 29 (6.86%) Linux/Unix DevOps
7 28 (6.62%) Linux DevOps Engineer
8 27 (6.38%) AWS Engineer
8 27 (6.38%) Test Engineer
9 22 (5.20%) Pensions Analyst
9 22 (5.20%) Software Developer
10 21 (4.96%) Python Developer
10 21 (4.96%) Senior Software Engineer
10 21 (4.96%) Senior Test Engineer
11 20 (4.73%) Data Scientist
12 19 (4.49%) C++ Software Engineer
13 18 (4.26%) AWS DevOps
13 18 (4.26%) Azure Engineer
13 18 (4.26%) Consultant
13 18 (4.26%) Java Engineer
Libraries, Frameworks & Software Standards
1 59 (13.95%) CSS
2 47 (11.11%) AngularJS
3 46 (10.87%) HTML
4 44 (10.40%) Web Services
5 37 (8.75%) jQuery
6 32 (7.57%) XML
7 28 (6.62%) .NET
8 24 (5.67%) React
9 23 (5.44%) REST
10 21 (4.96%) Ajax
11 19 (4.49%) JSON
12 18 (4.26%) ASP.NET
12 18 (4.26%) HTML5
12 18 (4.26%) Node.js
13 17 (4.02%) CSS3
14 15 (3.55%) SOAP
15 14 (3.31%) RESTful
16 13 (3.07%) ASP.NET MVC
17 11 (2.60%) .NET Framework
17 11 (2.60%) Velocity
Miscellaneous
1 50 (11.82%) Computer Science
2 24 (5.67%) Algorithms
2 24 (5.67%) Public Cloud
3 22 (5.20%) Analytical Skills
4 21 (4.96%) Data Centre
5 14 (3.31%) Greenfield Project
5 14 (3.31%) Mobile App
6 11 (2.60%) Fintech
6 11 (2.60%) Linux Command Line
7 9 (2.13%) Social Media
7 9 (2.13%) User Experience
8 8 (1.89%) Animation
9 7 (1.65%) Embedded Systems
10 6 (1.42%) MPEG
10 6 (1.42%) STB
10 6 (1.42%) Video on Demand
11 5 (1.18%) Management Information System
12 4 (0.95%) Client/Server
12 4 (0.95%) Online Games
13 3 (0.71%) Device Driver
Operating Systems
1 185 (43.74%) Linux
2 57 (13.48%) Windows
3 35 (8.27%) Unix
4 25 (5.91%) CentOS
5 17 (4.02%) Red Hat Enterprise Linux
6 8 (1.89%) Android
6 8 (1.89%) Embedded Linux
7 6 (1.42%) Debian
8 5 (1.18%) AIX
8 5 (1.18%) Apple iOS
9 4 (0.95%) Solaris
9 4 (0.95%) Ubuntu
10 2 (0.47%) Oracle Linux
10 2 (0.47%) Windows Server
11 1 (0.24%) Kali Linux
11 1 (0.24%) Mac OS X
11 1 (0.24%) Windows Phone
Processes & Methodologies
1 146 (34.52%) Agile Software Development
2 124 (29.31%) DevOps
3 80 (18.91%) Software Engineering
4 63 (14.89%) SDLC
5 58 (13.71%) Continuous Integration
6 53 (12.53%) OO
7 52 (12.29%) Test Automation
8 48 (11.35%) Configuration Management
9 38 (8.98%) Scrum
10 37 (8.75%) Mathematics
11 32 (7.57%) Machine Learning
12 31 (7.33%) Mentoring
13 28 (6.62%) OOP
14 27 (6.38%) Business Intelligence
14 27 (6.38%) Microservices
14 27 (6.38%) Software Testing
15 25 (5.91%) Analytics
15 25 (5.91%) Data Analysis
15 25 (5.91%) TDD
16 24 (5.67%) ITSM
Programming Languages
1 172 (40.66%) Java
2 131 (30.97%) Perl
3 110 (26.00%) SQL
4 109 (25.77%) JavaScript
5 100 (23.64%) Bash Shell
6 98 (23.17%) C++
6 98 (23.17%) Ruby
7 96 (22.70%) C#
8 71 (16.78%) PHP
9 64 (15.13%) C
10 52 (12.29%) PowerShell
11 34 (8.04%) T-SQL
12 33 (7.80%) R
13 21 (4.96%) MATLAB
14 18 (4.26%) Bourne shell
14 18 (4.26%) Shell Script
15 14 (3.31%) PL/SQL
16 10 (2.36%) Go
17 8 (1.89%) Scala
18 7 (1.65%) Embedded C
Qualifications
1 93 (21.99%) Degree
2 39 (9.22%) Security Cleared
3 31 (7.33%) SC Cleared
4 23 (5.44%) Microsoft Certification
5 20 (4.73%) Computer Science Degree
6 17 (4.02%) PhD
7 12 (2.84%) MCSD
8 11 (2.60%) RHCA
9 6 (1.42%) ISEB
9 6 (1.42%) ISTQB
10 5 (1.18%) Numerate Degree
11 3 (0.71%) ITIL Certification
11 3 (0.71%) RHCE
12 2 (0.47%) AWS Certification
12 2 (0.47%) Chartered Engineer
13 1 (0.24%) APMG
13 1 (0.24%) CFCE
13 1 (0.24%) GWAPT
13 1 (0.24%) OSCP
13 1 (0.24%) SANS
Quality Assurance & Compliance
1 15 (3.55%) QA
2 2 (0.47%) SLA
3 1 (0.24%) Data Quality
3 1 (0.24%) GCP
System Software
1 41 (9.69%) Docker
2 22 (5.20%) VMware Infrastructure
3 12 (2.84%) Active Directory
3 12 (2.84%) Hyper-V
4 1 (0.24%) VMware ESXi
Systems Management
1 84 (19.86%) Opscode Chef
2 83 (19.62%) Puppet
3 53 (12.53%) Ansible
4 12 (2.84%) SCCM
5 11 (2.60%) Nagios
6 10 (2.36%) Kubernetes
6 10 (2.36%) Terraform
7 8 (1.89%) Cobbler
7 8 (1.89%) Grafana
7 8 (1.89%) Prometheus
8 7 (1.65%) Salt
9 6 (1.42%) Rancher
10 5 (1.18%) Packer
11 4 (0.95%) CFEngine
12 3 (0.71%) AppManager
12 3 (0.71%) Cacti
12 3 (0.71%) Icinga
12 3 (0.71%) logstash
12 3 (0.71%) Netcool
13 2 (0.47%) Docker Swarm
Vendors
1 37 (8.75%) Microsoft
2 35 (8.27%) Oracle
3 29 (6.86%) Red Hat
4 22 (5.20%) VMware
5 12 (2.84%) Cisco
6 10 (2.36%) SAP
7 8 (1.89%) Google
7 8 (1.89%) Hortonworks
7 8 (1.89%) TOWER Software
8 7 (1.65%) HP
9 6 (1.42%) ArcSight
10 5 (1.18%) Capita
10 5 (1.18%) Jaspersoft
10 5 (1.18%) Splunk
11 4 (0.95%) ESRI
11 4 (0.95%) Infor
11 4 (0.95%) Serena
11 4 (0.95%) Teradata
12 3 (0.71%) Percona
12 3 (0.71%) Perforce