The table below looks at the statistics for Python skills in IT jobs advertised for the Guildford region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Python
Rank 49 57 53
Rank change year-on-year
+8 -4
Permanent jobs citing Python 9 19 28
As % of all permanent IT jobs located in Guildford 2.29% 3.00% 4.11%
As % of the Programming Languages category 4.46% 5.62% 6.75%
Number of salaries quoted 9 18 18
Median salary £50,000 £51,250 £50,000
Median salary % change year-on-year
-2.43% +2.50%
UK excluding London median salary £47,500 £43,000 £40,000
% change year-on-year
+10.46% +7.50%
Python
Surrey

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Guildford region.

Programming Languages Category
Guildford
Permanent IT job ads with a match in the
Programming Languages category
202 338 415
As % of all permanent IT jobs located in Guildford 51.40% 53.31% 60.85%
Number of salaries quoted 195 307 384
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £27,500 £26,000
10% offered a salary of more than £65,000 £55,000 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Guildford

The demand trend of job ads across the Guildford region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Guildford

Python
Salary Trend in Guildford

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

Python Salary Trend in Guildford

Python
Salary Histogram in Guildford

This chart provides a salary histogram for IT jobs citing Python across the Guildford region over the 3 months to 27 August 2016.

Python Salary Histogram in Guildford

Python
Top 30 Related IT Skills in Guildford

For the 6 months to 27 August 2016, 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 Guildford region with a requirement for Python.

1 43 (84.31%) Linux
2 34 (66.67%) Perl
2 34 (66.67%) Ruby
3 30 (58.82%) Java
4 24 (47.06%) Windows
5 22 (43.14%) SQL
6 21 (41.18%) Big Data
7 20 (39.22%) Jenkins
7 20 (39.22%) JavaScript
8 19 (37.25%) Bash Shell
8 19 (37.25%) DevOps
9 18 (35.29%) Maven
10 16 (31.37%) Software Engineering
10 16 (31.37%) Agile Software Development
10 16 (31.37%) Web Services
11 15 (29.41%) C++
11 15 (29.41%) Hadoop
12 14 (27.45%) VMware Infrastructure
12 14 (27.45%) VMware
12 14 (27.45%) Nagios
12 14 (27.45%) Cybersecurity
12 14 (27.45%) Puppet
13 13 (25.49%) Docker
13 13 (25.49%) Opscode Chef
13 13 (25.49%) PHP
13 13 (25.49%) PowerShell
14 12 (23.53%) Ant
14 12 (23.53%) DNA
14 12 (23.53%) DNS
14 12 (23.53%) Continuous Improvement

Python
Top Related IT Skills in Guildford 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 10 (19.61%) Elasticsearch
2 9 (17.65%) Liferay
3 2 (3.92%) Tomcat
4 1 (1.96%) Apache
Applications
1 2 (3.92%) MS Excel
Cloud Services
1 9 (17.65%) Cloud Computing
2 8 (15.69%) Amazon AWS
3 6 (11.76%) SaaS
4 1 (1.96%) AWS CloudFormation
Communications & Networking
1 12 (23.53%) DNS
2 2 (3.92%) SSL
3 1 (1.96%) Firewall
3 1 (1.96%) NAS
3 1 (1.96%) Reverse Proxy
3 1 (1.96%) SAN
3 1 (1.96%) Wireshark
Database & Business Intelligence
1 21 (41.18%) Big Data
2 15 (29.41%) Hadoop
3 6 (11.76%) Apache Accumulo
4 5 (9.80%) Data Lake
5 3 (5.88%) MySQL
6 1 (1.96%) GIS
6 1 (1.96%) PostgreSQL
6 1 (1.96%) QGIS
6 1 (1.96%) SQL Server
Development Applications
1 20 (39.22%) Jenkins
2 18 (35.29%) Maven
3 12 (23.53%) Ant
3 12 (23.53%) Vagrant
4 7 (13.73%) Subversion
5 6 (11.76%) Atlassian Bamboo
5 6 (11.76%) Eclipse
5 6 (11.76%) Git (software)
5 6 (11.76%) NetBeans
5 6 (11.76%) Visual Studio
6 1 (1.96%) Hudson
6 1 (1.96%) JUnit
6 1 (1.96%) SoapUI
General
1 8 (15.69%) Telecoms
2 7 (13.73%) Law
3 4 (7.84%) Pharmaceutical
Job Titles
1 19 (37.25%) DevOps Engineer
2 13 (25.49%) Developer
3 12 (23.53%) Development Engineer
3 12 (23.53%) Operations Engineer
4 6 (11.76%) Architect
4 6 (11.76%) Integration Developer
4 6 (11.76%) Java Developer
4 6 (11.76%) Python Developer
4 6 (11.76%) Senior Architect
4 6 (11.76%) Senior Software Architect
4 6 (11.76%) Software Architect
4 6 (11.76%) Software Engineer
5 5 (9.80%) C++ Developer
6 4 (7.84%) Cybersecurity Engineer
6 4 (7.84%) Security Engineer
7 3 (5.88%) Senior DevOps
7 3 (5.88%) Senior DevOps Engineer
7 3 (5.88%) Software Engineering Team Leader
7 3 (5.88%) Software Team Leader
7 3 (5.88%) Team Leader
Libraries, Frameworks & Software Standards
1 16 (31.37%) Web Services
2 12 (23.53%) RESTful
3 6 (11.76%) Regular Expression
4 4 (7.84%) SOAP
5 3 (5.88%) REST
5 3 (5.88%) Spring
5 3 (5.88%) STL
6 2 (3.92%) .NET
7 1 (1.96%) AngularJS
7 1 (1.96%) CSS
7 1 (1.96%) HTML
7 1 (1.96%) LAMP
7 1 (1.96%) MSMQ
7 1 (1.96%) ODBC
7 1 (1.96%) PostGIS
7 1 (1.96%) RabbitMQ
7 1 (1.96%) WPF
7 1 (1.96%) XSLT
Miscellaneous
1 7 (13.73%) Cyber Attack
1 7 (13.73%) Cybercrime
2 6 (11.76%) User Experience
3 5 (9.80%) Blockchain
3 5 (9.80%) Cryptography
3 5 (9.80%) Cyberthreat
4 3 (5.88%) Analytical Skills
5 2 (3.92%) Enterprise Software
5 2 (3.92%) Mathematics
5 2 (3.92%) Physics
5 2 (3.92%) Visualisation
6 1 (1.96%) Client/Server
6 1 (1.96%) Computer Science
Operating Systems
1 43 (84.31%) Linux
2 24 (47.06%) Windows
3 6 (11.76%) Unix
4 2 (3.92%) CentOS
5 1 (1.96%) Android
Processes & Methodologies
1 19 (37.25%) DevOps
2 16 (31.37%) Agile Software Development
2 16 (31.37%) Software Engineering
3 14 (27.45%) Cybersecurity
4 12 (23.53%) Continuous Improvement
4 12 (23.53%) DNA
4 12 (23.53%) Open Source
5 6 (11.76%) Actionable Insight
5 6 (11.76%) Configuration Management
5 6 (11.76%) Technical Architecture
5 6 (11.76%) Threat Detection
6 5 (9.80%) Continuous Integration
6 5 (9.80%) Functional Programming
6 5 (9.80%) Migration
6 5 (9.80%) Online Security
6 5 (9.80%) Prototyping
6 5 (9.80%) Rapid Prototyping
7 4 (7.84%) SDLC
8 3 (5.88%) Line Management
8 3 (5.88%) Mentoring
Programming Languages
1 34 (66.67%) Perl
1 34 (66.67%) Ruby
2 30 (58.82%) Java
3 22 (43.14%) SQL
4 20 (39.22%) JavaScript
5 19 (37.25%) Bash Shell
6 15 (29.41%) C++
7 13 (25.49%) PHP
7 13 (25.49%) PowerShell
8 9 (17.65%) C#
9 4 (7.84%) C
10 2 (3.92%) AWK
10 2 (3.92%) sed
11 1 (1.96%) MATLAB
11 1 (1.96%) R
Qualifications
1 6 (11.76%) Degree
2 2 (3.92%) Security Cleared
3 1 (1.96%) PhD
3 1 (1.96%) SC Cleared
Quality Assurance & Compliance
1 1 (1.96%) QA
System Software
1 14 (27.45%) VMware Infrastructure
2 13 (25.49%) Docker
3 6 (11.76%) Snort
4 1 (1.96%) Firmware
4 1 (1.96%) KVM
Systems Management
1 14 (27.45%) Nagios
1 14 (27.45%) Puppet
2 13 (25.49%) Opscode Chef
3 10 (19.61%) CA Single Sign-On
4 2 (3.92%) Hyperic
4 2 (3.92%) logstash
4 2 (3.92%) ZABBIX
5 1 (1.96%) Ansible
Vendors
1 14 (27.45%) VMware
2 10 (19.61%) CA
3 9 (17.65%) ArcSight
3 9 (17.65%) Hortonworks
3 9 (17.65%) HP
4 2 (3.92%) F5
4 2 (3.92%) Microsoft
5 1 (1.96%) ESRI
5 1 (1.96%) Mapinfo
5 1 (1.96%) Oracle