The following table provides summary statistics for permanent job vacancies advertised in Leatherhead with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Python
Surrey / Leatherhead
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 17 26 21
Rank change year-on-year +9 -5  
Permanent jobs citing Python 12 13 36
As % of all permanent IT jobs advertised in Leatherhead 9.38% 6.70% 12.29%
As % of the Programming Languages category 18.75% 14.61% 19.89%
Number of salaries quoted 12 13 21
Median salary £51,250 £20,000 £52,500
Median salary % change year-on-year +156.25% -61.90%  
90% offered a salary of more than £19,250 £18,750 £34,000
10% offered a salary of more than £63,700 £46,300 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leatherhead with a requirement for programming language skills.

Programming Language Skills
Leatherhead
Permanent job vacancies with a requirement for programming language skills 64 89 181
As % of all permanent IT job vacancies advertised in Leatherhead 50.00% 45.88% 61.77%
Number of salaries quoted 200 232 467
Median salary £50,000 £41,500 £45,000
Median salary % change year-on-year +20.48% -7.77%  
90% offered a salary of more than £38,750 £19,000 £32,500
10% offered a salary of more than £63,750 £70,000 £55,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year +4.93% +1.25%  

Python
Job Vacancy Trend in Leatherhead

Job postings citing Python as a percentage of all IT jobs advertised in Leatherhead.

Job vacancy trend for Python in Leatherhead

Python
Salary Trend in Leatherhead

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

Salary trend for Python in Leatherhead

Python
Salary Histogram in Leatherhead

The salary distribution of IT jobs citing Python in Leatherhead over the 3 months to 28 June 2017.

Salary histogram for Python in Leatherhead

For the 6 months to 28 June 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 Leatherhead region with a requirement for Python.

1 23 (67.65%) Linux
2 21 (61.76%) SQL
3 20 (58.82%) JavaScript
4 16 (47.06%) Agile Software Development
4 16 (47.06%) DevOps
5 15 (44.12%) .NET
5 15 (44.12%) Java
6 14 (41.18%) XML
6 14 (41.18%) XSLT
7 13 (38.24%) C++
8 12 (35.29%) Windows
9 11 (32.35%) Open Source
9 11 (32.35%) Security Cleared
10 10 (29.41%) Bash Shell
10 10 (29.41%) Puppet
10 10 (29.41%) PHP
11 9 (26.47%) Ansible
12 8 (23.53%) Opscode Chef
12 8 (23.53%) Software Engineering
12 8 (23.53%) HTML
12 8 (23.53%) C#
12 8 (23.53%) MySQL
12 8 (23.53%) CSS
12 8 (23.53%) VMware
13 7 (20.59%) Analytical Skills
13 7 (20.59%) SDLC
13 7 (20.59%) SUSE
13 7 (20.59%) Red Hat
13 7 (20.59%) Shell Script
13 7 (20.59%) VMware Certified Professional (VCP)

Python
Co-occurring IT Skills in Leatherhead 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 7 (20.59%) MS Exchange
2 2 (5.88%) Elasticsearch
Applications
1 1 (2.94%) Microsoft Office
Cloud Services
1 1 (2.94%) Amazon AWS
Communications & Networking
1 1 (2.94%) Internet
1 1 (2.94%) MIMO
1 1 (2.94%) UWB
1 1 (2.94%) Wideband
Database & Business Intelligence
1 8 (23.53%) MySQL
2 7 (20.59%) SQL Server
3 2 (5.88%) Hadoop
3 2 (5.88%) MongoDB
3 2 (5.88%) Neo4j
3 2 (5.88%) Pentaho
3 2 (5.88%) PostgreSQL
4 1 (2.94%) Amazon RDS
4 1 (2.94%) Data Warehouse
4 1 (2.94%) OLAP
4 1 (2.94%) TokuDB
Development Applications
1 5 (14.71%) Selenium
2 4 (11.76%) Cucumber
2 4 (11.76%) LoadRunner
2 4 (11.76%) SoapUI
2 4 (11.76%) WinRunner
3 2 (5.88%) Jenkins
3 2 (5.88%) Talend Open Studio
4 1 (2.94%) JMeter
4 1 (2.94%) LabVIEW
4 1 (2.94%) Protractor
4 1 (2.94%) WebDriver
General
1 1 (2.94%) Military
Job Titles
1 8 (23.53%) Product Engineer
2 7 (20.59%) Infrastructure Engineer
2 7 (20.59%) Team Leader
3 6 (17.65%) Developer
3 6 (17.65%) Software Team Leader
4 5 (14.71%) Development Team Leader
4 5 (14.71%) Software Development Team Leader
5 4 (11.76%) Analyst
5 4 (11.76%) Lead Test Analyst
5 4 (11.76%) Senior Analyst
5 4 (11.76%) Senior Test Analyst
5 4 (11.76%) Test Analyst
5 4 (11.76%) Test Leader
6 3 (8.82%) Web Engineer
7 2 (5.88%) Developer in Test
7 2 (5.88%) Development Engineer
7 2 (5.88%) Digital Developer
7 2 (5.88%) Linux Developer
7 2 (5.88%) Linux Engineer
7 2 (5.88%) Product Development Engineer
Libraries, Frameworks & Software Standards
1 15 (44.12%) .NET
2 14 (41.18%) XML
2 14 (41.18%) XSLT
3 8 (23.53%) CSS
3 8 (23.53%) HTML
4 4 (11.76%) Apache Flex
5 2 (5.88%) ActiveMQ
5 2 (5.88%) AngularJS
5 2 (5.88%) Apache Camel
5 2 (5.88%) Apache CXF
5 2 (5.88%) D3.js
5 2 (5.88%) Drools
5 2 (5.88%) jBPM
5 2 (5.88%) Node.js
5 2 (5.88%) Web Services
6 1 (2.94%) ASP.NET
Miscellaneous
1 7 (20.59%) Analytical Skills
2 4 (11.76%) Cyber Attack
3 1 (2.94%) Data Centre
Operating Systems
1 23 (67.65%) Linux
2 12 (35.29%) Windows
3 7 (20.59%) SUSE
3 7 (20.59%) Unix
4 2 (5.88%) CentOS
4 2 (5.88%) Ubuntu
5 1 (2.94%) Red Hat Enterprise Linux
Processes & Methodologies
1 16 (47.06%) Agile Software Development
1 16 (47.06%) DevOps
2 11 (32.35%) Open Source
3 8 (23.53%) Software Engineering
4 7 (20.59%) SDLC
5 6 (17.65%) Cybersecurity
5 6 (17.65%) Logistics
6 4 (11.76%) Non-Functional Testing
7 3 (8.82%) Test Automation
8 2 (5.88%) BDD
8 2 (5.88%) Coaching
8 2 (5.88%) Continuous Integration
8 2 (5.88%) Scrum
8 2 (5.88%) TDD
9 1 (2.94%) API Testing
9 1 (2.94%) Data Analysis
9 1 (2.94%) Data Protection
9 1 (2.94%) High Availability
9 1 (2.94%) Information Assurance
9 1 (2.94%) SDET
Programming Languages
1 21 (61.76%) SQL
2 20 (58.82%) JavaScript
3 15 (44.12%) Java
4 13 (38.24%) C++
5 10 (29.41%) Bash Shell
5 10 (29.41%) PHP
6 8 (23.53%) C#
7 7 (20.59%) Go
7 7 (20.59%) PL/SQL
7 7 (20.59%) PowerShell
7 7 (20.59%) Scala
7 7 (20.59%) Shell Script
7 7 (20.59%) VB
8 6 (17.65%) C
8 6 (17.65%) Ruby
9 2 (5.88%) Jython
10 1 (2.94%) Perl
10 1 (2.94%) R
10 1 (2.94%) Tcl
Qualifications
1 11 (32.35%) Security Cleared
2 7 (20.59%) CCNA
2 7 (20.59%) CCNP
2 7 (20.59%) Cisco Certification
2 7 (20.59%) SC Cleared
2 7 (20.59%) VMware Certified Professional (VCP)
3 4 (11.76%) ISEB
3 4 (11.76%) ISTQB
4 1 (2.94%) HND
Quality Assurance & Compliance
1 1 (2.94%) QA
System Software
1 7 (20.59%) Active Directory
2 3 (8.82%) VMware Infrastructure
3 1 (2.94%) KVM
Systems Management
1 10 (29.41%) Puppet
2 9 (26.47%) Ansible
3 8 (23.53%) Opscode Chef
4 4 (11.76%) HP Quality Center
Vendors
1 8 (23.53%) VMware
2 7 (20.59%) Oracle
2 7 (20.59%) Red Hat
3 4 (11.76%) HP
4 2 (5.88%) Talend
5 1 (2.94%) Percona