Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 February 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Buckinghamshire
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 55 72 57
Rank change year-on-year +17 -15 +72
Permanent jobs citing Python 121 103 172
As % of all permanent IT jobs advertised in Buckinghamshire 4.18% 3.58% 4.39%
As % of the Programming Languages category 7.58% 6.91% 8.16%
Number of salaries quoted 96 94 156
Buckinghamshire median annual salary £39,000 £45,000 £45,000
Median salary % change year-on-year -13.33% - +20.00%
10th Percentile £27,000 £24,875 £27,500
90th Percentile £66,000 £57,500 £55,000
South East median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 Buckinghamshire with a requirement for coding skills.

All Programming Languages
Buckinghamshire
Permanent vacancies with a requirement for coding skills 1,597 1,491 2,109
As % of all permanent IT jobs advertised in Buckinghamshire 55.18% 51.82% 53.84%
Number of salaries quoted 1,355 1,313 1,793
Buckinghamshire median annual salary £42,500 £42,500 £42,500
10th Percentile £25,000 £27,500 £26,250
90th Percentile £60,000 £60,000 £55,000
South East median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% +6.02%

Python
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Python in Buckinghamshire

Python
Salary Trend in Buckinghamshire

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

Salary trend for Python in Buckinghamshire

Python
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Python in Buckinghamshire over the 6 months to 19 February 2018.

Salary histogram for Python in Buckinghamshire

Python
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Buckinghamshire region over the 6 months to 19 February 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
Milton Keynes +14 87 £35,000 -26.32% 17
Marlow -11 9 £60,000 +9.09%
High Wycombe +6 5 £44,900 -5.47% 2
Aylesbury -8 4 £40,000 +26.98% 1
Buckingham - 3 £50,000 - 4
Python
South East

For the 6 months to 19 February 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 Buckinghamshire region with a requirement for Python.

1 56 (46.28%) Agile Software Development
2 54 (44.63%) Java
3 49 (40.50%) Linux
4 38 (31.40%) C++
5 35 (28.93%) Software Engineering
6 34 (28.10%) SQL
6 34 (28.10%) Bash Shell
7 32 (26.45%) JavaScript
8 29 (23.97%) Finance
9 26 (21.49%) Big Data
10 24 (19.83%) C#
11 22 (18.18%) HTML
11 22 (18.18%) Perl
11 22 (18.18%) Degree
11 22 (18.18%) Scala
12 21 (17.36%) Open Source
12 21 (17.36%) Windows
13 20 (16.53%) Computer Science
13 20 (16.53%) Ruby
13 20 (16.53%) Hadoop
13 20 (16.53%) Apache Spark
14 16 (13.22%) CSS
14 16 (13.22%) PHP
14 16 (13.22%) PowerShell
14 16 (13.22%) Front End Development
14 16 (13.22%) Fintech
15 15 (12.40%) DevOps
16 14 (11.57%) Go
16 14 (11.57%) HTML5
16 14 (11.57%) NoSQL

Python
Co-occurring IT Skills in Buckinghamshire 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 20 (16.53%) Apache Spark
2 11 (9.09%) Apache
3 8 (6.61%) nginx
4 6 (4.96%) CMS
5 4 (3.31%) Drupal
5 4 (3.31%) WordPress
6 3 (2.48%) Cloud Foundry
6 3 (2.48%) SAS
7 2 (1.65%) SharePoint
8 1 (0.83%) Adobe Experience Manager
8 1 (0.83%) Alfresco
8 1 (0.83%) Elasticsearch
8 1 (0.83%) Liferay
8 1 (0.83%) Smallworld
8 1 (0.83%) WebSphere
Applications
1 5 (4.13%) Microsoft Excel
2 3 (2.48%) Microsoft PowerPoint
3 2 (1.65%) Microsoft Office
4 1 (0.83%) SPSS
Business Applications
1 4 (3.31%) Shopify
2 1 (0.83%) Remedy ITSM
2 1 (0.83%) Salesforce.com CRM
Cloud Services
1 11 (9.09%) GitHub
2 8 (6.61%) Amazon AWS
2 8 (6.61%) Cloud Computing
2 8 (6.61%) SaaS
3 7 (5.79%) Serverless
4 6 (4.96%) Microsoft Azure
5 3 (2.48%) Google Cloud Platform
5 3 (2.48%) OpenShift
6 2 (1.65%) G Suite
7 1 (0.83%) Amazon EC2
7 1 (0.83%) AWS Lambda
7 1 (0.83%) Bluemix
7 1 (0.83%) Google Analytics
7 1 (0.83%) IBM Cloud
Communications & Networking
1 14 (11.57%) VPN
2 10 (8.26%) Firewall
3 7 (5.79%) Internet
3 7 (5.79%) TCP/IP
3 7 (5.79%) VLAN
4 6 (4.96%) HTTP
4 6 (4.96%) SMTP
5 3 (2.48%) SMS
6 2 (1.65%) DHCP
6 2 (1.65%) DNS
6 2 (1.65%) LAN
6 2 (1.65%) Network Security
6 2 (1.65%) WAN
7 1 (0.83%) Intrusion Detection
7 1 (0.83%) Software-Defined Networking
7 1 (0.83%) Wireless
Database & Business Intelligence
1 26 (21.49%) Big Data
2 20 (16.53%) Hadoop
3 14 (11.57%) NoSQL
4 12 (9.92%) Relational Database
5 9 (7.44%) MySQL
6 7 (5.79%) HBase
7 6 (4.96%) Apache Cassandra
7 6 (4.96%) Neo4j
7 6 (4.96%) RDBMS
7 6 (4.96%) Redis
8 5 (4.13%) GIS
9 4 (3.31%) NewSQL
10 3 (2.48%) Apache Hive
10 3 (2.48%) MongoDB
11 2 (1.65%) Impala
11 2 (1.65%) PostgreSQL
11 2 (1.65%) Power BI
12 1 (0.83%) Data Mining
12 1 (0.83%) Spotfire
12 1 (0.83%) SQL Server
Development Applications
1 9 (7.44%) Jenkins
2 6 (4.96%) Git (software)
3 5 (4.13%) JIRA
4 2 (1.65%) Subversion
4 2 (1.65%) Visual Studio
5 1 (0.83%) Ant
5 1 (0.83%) Atlassian Bamboo
5 1 (0.83%) Bundler
5 1 (0.83%) GoogleTest
5 1 (0.83%) Gradle
5 1 (0.83%) Grunt
5 1 (0.83%) gulp
5 1 (0.83%) Maven
5 1 (0.83%) Mercurial
5 1 (0.83%) Oracle APEX
5 1 (0.83%) Robot Framework
5 1 (0.83%) Selenium
5 1 (0.83%) TeamCity
5 1 (0.83%) Vagrant
5 1 (0.83%) webpack
General
1 29 (23.97%) Finance
2 11 (9.09%) Banking
2 11 (9.09%) Retail
3 8 (6.61%) Telecoms
4 6 (4.96%) Marketing
5 2 (1.65%) Games
5 2 (1.65%) Law
6 1 (0.83%) Financial Institution
6 1 (0.83%) Retail Banking
Job Titles
1 27 (22.31%) Developer
2 17 (14.05%) Software Engineer
3 11 (9.09%) Administrator
3 11 (9.09%) Senior Developer
4 10 (8.26%) C++ Software Engineer
4 10 (8.26%) Data Engineer
4 10 (8.26%) Linux Engineer
4 10 (8.26%) Python Software Engineer
4 10 (8.26%) Systems Administrator
5 9 (7.44%) .NET Developer
5 9 (7.44%) Big Data Engineer
5 9 (7.44%) Junior
5 9 (7.44%) Linux Administrator
5 9 (7.44%) Linux Systems Administrator
6 8 (6.61%) C# .NET Developer
6 8 (6.61%) C# Developer
7 7 (5.79%) Analyst
7 7 (5.79%) C++ Developer
7 7 (5.79%) Cloud Engineer
7 7 (5.79%) Java Engineer
Libraries, Frameworks & Software Standards
1 22 (18.18%) HTML
2 16 (13.22%) CSS
3 14 (11.57%) HTML5
3 14 (11.57%) Node.js
4 13 (10.74%) AngularJS
5 11 (9.09%) .NET
5 11 (9.09%) Kafka
5 11 (9.09%) XML
6 10 (8.26%) Web Services
7 8 (6.61%) JSON
7 8 (6.61%) Polymer
7 8 (6.61%) REST
7 8 (6.61%) Web Components
8 7 (5.79%) jQuery
9 6 (4.96%) RabbitMQ
10 5 (4.13%) Django
10 5 (4.13%) Flask
11 4 (3.31%) Celery
11 4 (3.31%) Laravel
11 4 (3.31%) Symfony
Miscellaneous
1 20 (16.53%) Computer Science
2 16 (13.22%) Fintech
3 13 (10.74%) Algorithms
4 12 (9.92%) Analytical Skills
5 9 (7.44%) Greenfield Project
6 8 (6.61%) Video\Live Streaming
7 6 (4.96%) Data Structures
8 5 (4.13%) Linux Command Line
8 5 (4.13%) Management Information System
9 3 (2.48%) Embedded Systems
10 2 (1.65%) Clustering
10 2 (1.65%) Cyberthreat
10 2 (1.65%) Driving Licence
10 2 (1.65%) Public Cloud
10 2 (1.65%) User Experience
11 1 (0.83%) Cyber Defence
11 1 (0.83%) N-Tier
11 1 (0.83%) Replication
11 1 (0.83%) SCADA
11 1 (0.83%) Social Media
Operating Systems
1 49 (40.50%) Linux
2 21 (17.36%) Windows
3 8 (6.61%) Unix
4 6 (4.96%) Mac OS
5 3 (2.48%) Android
5 3 (2.48%) CentOS
5 3 (2.48%) Red Hat Enterprise Linux
5 3 (2.48%) SUSE
6 2 (1.65%) Windows 10
6 2 (1.65%) Windows 7
7 1 (0.83%) Ubuntu
7 1 (0.83%) Windows Server
7 1 (0.83%) Windows Server 2012
Processes & Methodologies
1 56 (46.28%) Agile Software Development
2 35 (28.93%) Software Engineering
3 21 (17.36%) Open Source
4 16 (13.22%) Front End Development
5 15 (12.40%) DevOps
6 14 (11.57%) Continuous Integration
6 14 (11.57%) Task Automation
7 13 (10.74%) BDD
7 13 (10.74%) TDD
7 13 (10.74%) Test Automation
8 11 (9.09%) MVC
8 11 (9.09%) SDLC
9 10 (8.26%) Business Intelligence
9 10 (8.26%) Continuous Delivery
9 10 (8.26%) Multithreading
10 9 (7.44%) Analytics
10 9 (7.44%) Data Transformation
10 9 (7.44%) Mathematics
10 9 (7.44%) Neural Network
10 9 (7.44%) Software Architecture
Programming Languages
1 54 (44.63%) Java
2 38 (31.40%) C++
3 34 (28.10%) Bash Shell
3 34 (28.10%) SQL
4 32 (26.45%) JavaScript
5 24 (19.83%) C#
6 22 (18.18%) Perl
6 22 (18.18%) Scala
7 20 (16.53%) Ruby
8 16 (13.22%) PHP
8 16 (13.22%) PowerShell
9 14 (11.57%) Go
10 11 (9.09%) C
11 6 (4.96%) R
12 5 (4.13%) Shell Script
13 4 (3.31%) Haskell
14 1 (0.83%) Embedded C++
14 1 (0.83%) Objective-C
14 1 (0.83%) VB.NET
14 1 (0.83%) VBScript
Qualifications
1 22 (18.18%) Degree
2 9 (7.44%) Computer Science Degree
3 4 (3.31%) ISEB
3 4 (3.31%) ISTQB
3 4 (3.31%) Security Cleared
4 3 (2.48%) PhD
5 2 (1.65%) CEH
5 2 (1.65%) GCIH
5 2 (1.65%) GIAC
5 2 (1.65%) OSCP
5 2 (1.65%) SANS
6 1 (0.83%) CCNA
6 1 (0.83%) CCNP
6 1 (0.83%) Cisco Certification
6 1 (0.83%) CISSP
6 1 (0.83%) Master's Degree
6 1 (0.83%) Postgraduate
Quality Assurance & Compliance
1 7 (5.79%) QA
1 7 (5.79%) SLA
2 1 (0.83%) Data Quality
System Software
1 5 (4.13%) Docker
2 3 (2.48%) Firmware
3 1 (0.83%) Apache Flume
3 1 (0.83%) Apache ZooKeeper
3 1 (0.83%) Snort
3 1 (0.83%) VMware Infrastructure
Systems Management
1 12 (9.92%) Ansible
1 12 (9.92%) Opscode Chef
2 8 (6.61%) Nagios
2 8 (6.61%) Puppet
3 1 (0.83%) Oozie
3 1 (0.83%) Suricata
3 1 (0.83%) Systems Management Server (SMS)
3 1 (0.83%) TeamSite
Vendors
1 13 (10.74%) Google
2 6 (4.96%) Cloudera
2 6 (4.96%) IBM
2 6 (4.96%) Oracle
3 4 (3.31%) Zend
4 3 (2.48%) Remedy
5 2 (1.65%) Cisco
5 2 (1.65%) F5
5 2 (1.65%) Fortinet
5 2 (1.65%) Microsoft
6 1 (0.83%) Adobe
6 1 (0.83%) FireEye
6 1 (0.83%) HP
6 1 (0.83%) Intel
6 1 (0.83%) Juniper
6 1 (0.83%) Palo Alto
6 1 (0.83%) Snow
6 1 (0.83%) Sourcefire
6 1 (0.83%) Tableau
6 1 (0.83%) TippingPoint