Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 32 49 74
Rank change year-on-year +17 +25 +30
Permanent jobs citing Python 415 348 336
As % of all permanent IT jobs advertised in Surrey 6.75% 5.24% 3.90%
As % of the Programming Languages category 12.42% 9.92% 7.75%
Number of salaries quoted 353 341 277
Surrey median annual salary £55,000 £52,500 £45,000
Median salary % change year-on-year +4.76% +16.67% -
10th Percentile £37,100 £31,750 £27,500
90th Percentile £68,750 £75,000 £63,750
South East median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

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 3341 3509 4335
As % of all permanent IT jobs advertised in Surrey 54.32% 52.89% 50.37%
Number of salaries quoted 2812 3087 3887
Surrey median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £30,000 £27,500
90th Percentile £65,000 £65,000 £65,000
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 19 November 2017.

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 19 November 2017. 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
Staines +36 53 £60,000 +23.71% 1
Guildford +14 52 £55,000 +10.00% 2
Reigate -6 40 £52,500 -20.75% 1
Camberley +10 22 £55,000 +10.00% 2
Weybridge +22 21 £57,500 +91.67% 1
Leatherhead +13 19 £57,500 +36.09%
Walton-on-Thames +11 19 £45,000 +5.88% 1
Woking -21 18 £62,500 +31.58%
Redhill -4 16 £52,500 +5.00% 1
Addlestone - 9 £55,000 -
Epsom -13 8 £32,500 -53.57%
Egham -45 3 £60,000 -7.69% 1
Farnham - 1 £50,000 -
Horley - 1 £65,000 -
Python
South East

For the 6 months to 19 November 2017, 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.

1 196 (47.23%) Linux
2 183 (44.10%) Java
3 149 (35.90%) Agile Software Development
4 135 (32.53%) Perl
5 118 (28.43%) C++
6 111 (26.75%) C#
6 111 (26.75%) DevOps
7 107 (25.78%) Software Engineering
8 103 (24.82%) Bash Shell
9 101 (24.34%) SQL
10 96 (23.13%) Windows
10 96 (23.13%) Finance
11 93 (22.41%) Microsoft Azure
12 90 (21.69%) C
13 85 (20.48%) JavaScript
14 80 (19.28%) Ruby
15 79 (19.04%) PowerShell
16 77 (18.55%) Opscode Chef
17 75 (18.07%) Puppet
17 75 (18.07%) Degree
18 65 (15.66%) Continuous Integration
18 65 (15.66%) Amazon AWS
19 63 (15.18%) Security Cleared
20 61 (14.70%) PHP
21 60 (14.46%) Test Automation
22 59 (14.22%) Unix
22 59 (14.22%) Scrum
22 59 (14.22%) SDLC
23 56 (13.49%) Jenkins
24 52 (12.53%) Microsoft

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 29 (6.99%) Apache
2 24 (5.78%) Elasticsearch
3 12 (2.89%) Apache Spark
4 9 (2.17%) SAS
5 7 (1.69%) SharePoint
6 6 (1.45%) Liferay
6 6 (1.45%) nginx
7 4 (0.96%) JBoss
8 2 (0.48%) Tomcat
9 1 (0.24%) Apache Pig
9 1 (0.24%) ArcGIS
9 1 (0.24%) CMS
9 1 (0.24%) Drupal
9 1 (0.24%) IIS
9 1 (0.24%) Joomla!
9 1 (0.24%) WordPress
Applications
1 4 (0.96%) Mathematica
1 4 (0.96%) SPSS
2 3 (0.72%) Simulink
3 2 (0.48%) 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%) GNU Octave
4 1 (0.24%) Maya
4 1 (0.24%) Microsoft Office
4 1 (0.24%) Photoshop
Business Applications
1 14 (3.37%) Teamcenter
2 1 (0.24%) Oracle Applications
Cloud Services
1 93 (22.41%) Microsoft Azure
2 65 (15.66%) Amazon AWS
3 21 (5.06%) Cloud Computing
4 20 (4.82%) IaaS
5 19 (4.58%) PaaS
6 16 (3.86%) SaaS
7 14 (3.37%) Azure Machine Learning
8 8 (1.93%) AWS CloudFormation
8 8 (1.93%) Datadog
9 6 (1.45%) Amazon EC2
9 6 (1.45%) Amazon S3
9 6 (1.45%) Amazon SQS
10 5 (1.20%) Azure Data Factory
11 3 (0.72%) Amazon CloudWatch
11 3 (0.72%) Amazon Glacier
11 3 (0.72%) AWS CloudTrail
11 3 (0.72%) Virtual Private Cloud
12 1 (0.24%) AWS Elastic Beanstalk
12 1 (0.24%) GitHub
Communications & Networking
1 39 (9.40%) TCP/IP
2 24 (5.78%) VoIP
3 17 (4.10%) VPN
4 16 (3.86%) GSM
4 16 (3.86%) IPsec
4 16 (3.86%) M3UA
4 16 (3.86%) SCCP
4 16 (3.86%) SCTP
4 16 (3.86%) TCAP
4 16 (3.86%) UMTS
5 15 (3.61%) Firewall
5 15 (3.61%) LTE
6 12 (2.89%) DNS
7 8 (1.93%) Wireshark
8 6 (1.45%) DVB
8 6 (1.45%) IPv4
8 6 (1.45%) IPv6
8 6 (1.45%) UPnP
9 5 (1.20%) HTTP
9 5 (1.20%) Internet
Database & Business Intelligence
1 50 (12.05%) Big Data
2 39 (9.40%) MySQL
3 31 (7.47%) Hadoop
4 28 (6.75%) Relational Database
5 19 (4.58%) SQL Server
6 18 (4.34%) Data Warehouse
6 18 (4.34%) Oracle Database
7 17 (4.10%) NoSQL
8 16 (3.86%) Power BI
9 15 (3.61%) MongoDB
10 13 (3.13%) Apache Cassandra
10 13 (3.13%) Data Lake
11 11 (2.65%) Azure SQL Data Warehouse
11 11 (2.65%) SQL Server Integration Services
11 11 (2.65%) SQL Server Reporting Services
12 10 (2.41%) HDInsight
13 8 (1.93%) Amazon RDS
13 8 (1.93%) PostgreSQL
14 7 (1.69%) Apache Hive
15 6 (1.45%) SQL Server Analysis Services
Development Applications
1 56 (13.49%) Jenkins
2 46 (11.08%) Git (software)
3 33 (7.95%) Subversion
4 28 (6.75%) Visual Studio
5 22 (5.30%) Selenium
6 16 (3.86%) JIRA
6 16 (3.86%) WebDriver
7 14 (3.37%) Rational DOORS
8 10 (2.41%) JMeter
8 10 (2.41%) Maven
9 9 (2.17%) Eclipse
10 8 (1.93%) InstallShield
10 8 (1.93%) PyCharm
11 7 (1.69%) Atlassian Bamboo
11 7 (1.69%) ProC
11 7 (1.69%) Team Foundation Server
12 5 (1.20%) NUnit
13 4 (0.96%) JUnit
13 4 (0.96%) PVCS
13 4 (0.96%) Talend Open Studio
General
1 96 (23.13%) Finance
2 48 (11.57%) Telecoms
3 30 (7.23%) Electronics
4 24 (5.78%) Automotive
5 19 (4.58%) Aerospace
5 19 (4.58%) Marketing
6 17 (4.10%) Military
7 15 (3.61%) Manufacturing
8 13 (3.13%) Banking
8 13 (3.13%) Retail
9 9 (2.17%) Games
10 4 (0.96%) Law
11 1 (0.24%) Advertising
11 1 (0.24%) Financial Institution
11 1 (0.24%) Legal
Job Titles
1 79 (19.04%) Developer
2 71 (17.11%) DevOps Engineer
3 33 (7.95%) Analyst
4 32 (7.71%) Azure Engineer
5 31 (7.47%) Linux Engineer
6 30 (7.23%) Software Engineer
7 25 (6.02%) Systems Engineer
8 24 (5.78%) AWS Engineer
8 24 (5.78%) Java Engineer
9 23 (5.54%) Pensions Analyst
10 21 (5.06%) Test Engineer
11 19 (4.58%) Agile Developer
11 19 (4.58%) C++ Software Engineer
11 19 (4.58%) Software Developer
12 18 (4.34%) Linux DevOps Engineer
12 18 (4.34%) Linux/Unix DevOps
12 18 (4.34%) SQL Developer
13 17 (4.10%) Database Analyst
13 17 (4.10%) Integration Engineer
13 17 (4.10%) Support Engineer
Libraries, Frameworks & Software Standards
1 43 (10.36%) Web Services
2 33 (7.95%) CSS
3 32 (7.71%) AngularJS
4 31 (7.47%) .NET
4 31 (7.47%) React
5 30 (7.23%) XML
6 26 (6.27%) RESTful
7 24 (5.78%) HTML
7 24 (5.78%) Spring
8 20 (4.82%) Node.js
9 18 (4.34%) ASP.NET
10 17 (4.10%) jQuery
10 17 (4.10%) REST
11 13 (3.13%) SOAP
12 12 (2.89%) Ajax
12 12 (2.89%) Kafka
13 11 (2.65%) Velocity
14 10 (2.41%) CSS3
14 10 (2.41%) HTML5
14 10 (2.41%) JSON
Miscellaneous
1 37 (8.92%) Computer Science
2 30 (7.23%) Data Centre
3 26 (6.27%) Public Cloud
4 23 (5.54%) User Experience
5 21 (5.06%) Analytical Skills
6 18 (4.34%) Fintech
7 16 (3.86%) Algorithms
8 14 (3.37%) Greenfield Project
9 11 (2.65%) Linux Command Line
9 11 (2.65%) Management Information System
10 8 (1.93%) Mobile App
10 8 (1.93%) Social Media
11 7 (1.69%) Embedded Systems
12 6 (1.45%) Animation
12 6 (1.45%) MPEG
12 6 (1.45%) STB
12 6 (1.45%) Video on Demand
13 5 (1.20%) Client/Server
14 3 (0.72%) Online Games
15 2 (0.48%) Arduino
Operating Systems
1 196 (47.23%) Linux
2 96 (23.13%) Windows
3 59 (14.22%) Unix
4 27 (6.51%) CentOS
5 19 (4.58%) Red Hat Enterprise Linux
6 16 (3.86%) Solaris
7 9 (2.17%) Android
7 9 (2.17%) Embedded Linux
8 8 (1.93%) Ubuntu
9 6 (1.45%) Apple iOS
10 5 (1.20%) Debian
11 2 (0.48%) AIX
11 2 (0.48%) SUSE
12 1 (0.24%) FreeBSD
12 1 (0.24%) Kali Linux
12 1 (0.24%) Mac OS X
12 1 (0.24%) Oracle Linux
12 1 (0.24%) Windows Phone
12 1 (0.24%) Windows Server
Processes & Methodologies
1 149 (35.90%) Agile Software Development
2 111 (26.75%) DevOps
3 107 (25.78%) Software Engineering
4 65 (15.66%) Continuous Integration
5 60 (14.46%) Test Automation
6 59 (14.22%) Scrum
6 59 (14.22%) SDLC
7 45 (10.84%) Business Intelligence
8 42 (10.12%) OO
9 38 (9.16%) Mathematics
9 38 (9.16%) Project Management
10 37 (8.92%) Configuration Management
11 34 (8.19%) Mentoring
12 31 (7.47%) Analytics
13 30 (7.23%) Open Source
13 30 (7.23%) TDD
14 25 (6.02%) Microservices
15 23 (5.54%) Data Analysis
15 23 (5.54%) Multithreading
15 23 (5.54%) UML
Programming Languages
1 183 (44.10%) Java
2 135 (32.53%) Perl
3 118 (28.43%) C++
4 111 (26.75%) C#
5 103 (24.82%) Bash Shell
6 101 (24.34%) SQL
7 90 (21.69%) C
8 85 (20.48%) JavaScript
9 80 (19.28%) Ruby
10 79 (19.04%) PowerShell
11 61 (14.70%) PHP
12 31 (7.47%) R
13 30 (7.23%) T-SQL
14 20 (4.82%) Bourne shell
15 19 (4.58%) Shell Script
16 16 (3.86%) PL/SQL
17 14 (3.37%) Embedded C
17 14 (3.37%) Embedded C++
17 14 (3.37%) MATLAB
17 14 (3.37%) Scala
Qualifications
1 75 (18.07%) Degree
2 63 (15.18%) Security Cleared
3 40 (9.64%) SC Cleared
4 30 (7.23%) Microsoft Certification
5 19 (4.58%) MCSD
6 15 (3.61%) Computer Science Degree
7 11 (2.65%) ISEB
7 11 (2.65%) ISTQB
7 11 (2.65%) RHCA
8 7 (1.69%) APMG
8 7 (1.69%) PhD
8 7 (1.69%) PMI Certification
8 7 (1.69%) PMP
9 3 (0.72%) DV Cleared
9 3 (0.72%) ITIL Certification
9 3 (0.72%) RHCE
10 2 (0.48%) AWS Certification
10 2 (0.48%) Chartered Engineer
10 2 (0.48%) Master's Degree
11 1 (0.24%) GWAPT
Quality Assurance & Compliance
1 32 (7.71%) QA
2 2 (0.48%) SLA
3 1 (0.24%) Data Quality
System Software
1 41 (9.88%) VMware Infrastructure
2 37 (8.92%) Docker
3 21 (5.06%) Hyper-V
4 19 (4.58%) Active Directory
5 3 (0.72%) VMware ESXi
6 2 (0.48%) Firmware
6 2 (0.48%) KVM
6 2 (0.48%) Xen
7 1 (0.24%) VirtualBox
Systems Management
1 77 (18.55%) Opscode Chef
2 75 (18.07%) Puppet
3 37 (8.92%) Ansible
4 19 (4.58%) SCCM
5 10 (2.41%) Kubernetes
6 9 (2.17%) Nagios
7 8 (1.93%) Cobbler
7 8 (1.93%) Grafana
7 8 (1.93%) Prometheus
8 7 (1.69%) Terraform
9 6 (1.45%) Salt
10 5 (1.20%) Rancher
11 3 (0.72%) AppManager
11 3 (0.72%) Packer
12 1 (0.24%) ArcSight ESM
12 1 (0.24%) Cacti
12 1 (0.24%) EnCase
12 1 (0.24%) logstash
12 1 (0.24%) Netcool
12 1 (0.24%) WebInspect
Vendors
1 52 (12.53%) Microsoft
2 42 (10.12%) Red Hat
3 41 (9.88%) VMware
4 34 (8.19%) Oracle
5 28 (6.75%) Hortonworks
6 20 (4.82%) HP
6 20 (4.82%) SAP
7 19 (4.58%) ArcSight
8 18 (4.34%) Jaspersoft
9 16 (3.86%) Cisco
10 8 (1.93%) Google
10 8 (1.93%) TOWER Software
11 5 (1.20%) Percona
12 4 (0.96%) Capita
12 4 (0.96%) Infor
12 4 (0.96%) Talend
12 4 (0.96%) Teradata
13 3 (0.72%) Serena
14 2 (0.48%) ESRI
14 2 (0.48%) Rackspace