Period
to 21 November 2017

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

Python
South East > Buckinghamshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 65 85 66
Rank change year-on-year +20 -19 +56
Permanent jobs citing Python 116 97 175
As % of all permanent IT jobs advertised in Buckinghamshire 4.00% 3.11% 3.96%
As % of the Programming Languages category 7.15% 5.86% 8.21%
Number of salaries quoted 107 105 179
Buckinghamshire median annual salary £37,500 £36,000 £41,500
Median salary % change year-on-year +4.17% -13.25% +3.75%
10th Percentile £27,000 £27,500 £27,500
90th Percentile £58,000 £53,750 £60,000
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 Buckinghamshire with a requirement for coding skills.

All Programming Languages
Buckinghamshire
Permanent vacancies with a requirement for coding skills 1623 1655 2132
As % of all permanent IT jobs advertised in Buckinghamshire 55.93% 53.13% 48.22%
Number of salaries quoted 1410 1446 1779
Buckinghamshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +2.56%
10th Percentile £27,000 £27,500 £27,000
90th Percentile £61,250 £57,500 £55,000
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Python
Job Vacancy Trend in 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 21 November 2017.

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 21 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
Milton Keynes +28 99 £35,000 -2.78% 5
High Wycombe +22 8 £45,000 -5.26%
Marlow -16 4 - -
Aylesbury -12 2 £24,000 -40.00% 1
Python
South East

For the 6 months to 21 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 Buckinghamshire region with a requirement for Python.

1 50 (43.10%) Java
2 45 (38.79%) Agile Software Development
3 39 (33.62%) SQL
4 38 (32.76%) C++
5 37 (31.90%) Linux
5 37 (31.90%) Software Engineering
6 30 (25.86%) JavaScript
7 28 (24.14%) Degree
8 27 (23.28%) Big Data
9 26 (22.41%) Computer Science
10 25 (21.55%) HTML
11 23 (19.83%) Finance
11 23 (19.83%) Hadoop
11 23 (19.83%) Bash Shell
12 22 (18.97%) Scala
12 22 (18.97%) Perl
13 21 (18.10%) C#
14 20 (17.24%) Apache Spark
15 17 (14.66%) Open Source
16 16 (13.79%) CSS
16 16 (13.79%) Banking
17 15 (12.93%) HTML5
17 15 (12.93%) Algorithms
17 15 (12.93%) Front End Development
17 15 (12.93%) Fintech
17 15 (12.93%) Neural Network
17 15 (12.93%) TDD
17 15 (12.93%) Microsoft Excel
18 14 (12.07%) Computer Vision
18 14 (12.07%) Computer Science Degree

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 (17.24%) Apache Spark
2 6 (5.17%) Apache
3 5 (4.31%) CMS
3 5 (4.31%) SAS
4 4 (3.45%) Drupal
4 4 (3.45%) Elasticsearch
5 3 (2.59%) Confluence
5 3 (2.59%) nginx
6 2 (1.72%) ArcGIS
6 2 (1.72%) JBoss
6 2 (1.72%) WildFly
7 1 (0.86%) Adobe Experience Manager
7 1 (0.86%) Alfresco
7 1 (0.86%) Cloud Foundry
7 1 (0.86%) Liferay
7 1 (0.86%) SharePoint
7 1 (0.86%) Tomcat
Applications
1 15 (12.93%) Microsoft Excel
2 9 (7.76%) Microsoft PowerPoint
3 5 (4.31%) Microsoft Office
4 2 (1.72%) MS Visio
Business Applications
1 1 (0.86%) Remedy ITSM
Cloud Services
1 12 (10.34%) GitHub
2 10 (8.62%) Amazon AWS
3 5 (4.31%) SaaS
4 3 (2.59%) Cloud Computing
4 3 (2.59%) Serverless
5 2 (1.72%) Microsoft Azure
6 1 (0.86%) Google Analytics
6 1 (0.86%) OpenShift
Communications & Networking
1 8 (6.90%) Firewall
1 8 (6.90%) Internet
2 6 (5.17%) VPN
3 5 (4.31%) TCP/IP
4 3 (2.59%) SMS
5 2 (1.72%) DNS
5 2 (1.72%) ISDN
5 2 (1.72%) Network Security
5 2 (1.72%) VoIP
5 2 (1.72%) WAN
6 1 (0.86%) AMQP
6 1 (0.86%) BGP
6 1 (0.86%) Cisco Nexus
6 1 (0.86%) EIGRP
6 1 (0.86%) L2TP
6 1 (0.86%) MPLS
6 1 (0.86%) OSPF
6 1 (0.86%) Software-Defined Networking
6 1 (0.86%) SSL
6 1 (0.86%) xDSL
Database & Business Intelligence
1 27 (23.28%) Big Data
2 23 (19.83%) Hadoop
3 10 (8.62%) Apache Hive
3 10 (8.62%) MySQL
3 10 (8.62%) NoSQL
4 6 (5.17%) GIS
5 5 (4.31%) Impala
6 4 (3.45%) PostgreSQL
7 3 (2.59%) HBase
7 3 (2.59%) Relational Database
8 2 (1.72%) Apache Cassandra
8 2 (1.72%) Data Lake
8 2 (1.72%) MS Access
8 2 (1.72%) Neo4j
8 2 (1.72%) Power BI
8 2 (1.72%) RDBMS
8 2 (1.72%) Sqoop
9 1 (0.86%) Qlik Sense
9 1 (0.86%) SAS EBI
9 1 (0.86%) Spotfire
Development Applications
1 13 (11.21%) Jenkins
2 9 (7.76%) Selenium
3 8 (6.90%) JIRA
4 5 (4.31%) Git (software)
4 5 (4.31%) JUnit
5 4 (3.45%) Atlassian Bamboo
5 4 (3.45%) Bitbucket
5 4 (3.45%) JMeter
5 4 (3.45%) Team Foundation Server
6 3 (2.59%) eggPlant
7 2 (1.72%) Burp Suite
7 2 (1.72%) GoogleTest
7 2 (1.72%) Mercurial
7 2 (1.72%) Metasploit
7 2 (1.72%) Robot Framework
7 2 (1.72%) Subversion
7 2 (1.72%) Visual Studio
8 1 (0.86%) Gradle
8 1 (0.86%) Maven
8 1 (0.86%) Mockito
General
1 23 (19.83%) Finance
2 16 (13.79%) Banking
3 10 (8.62%) Retail
4 6 (5.17%) Marketing
4 6 (5.17%) Telecoms
5 3 (2.59%) Financial Institution
5 3 (2.59%) Games
6 2 (1.72%) Law
6 2 (1.72%) Spanish Language
7 1 (0.86%) Electronics
7 1 (0.86%) Investment Banking
7 1 (0.86%) Legal
7 1 (0.86%) Retail Banking
Job Titles
1 23 (19.83%) Software Engineer
2 17 (14.66%) Developer
3 16 (13.79%) Linux Engineer
3 16 (13.79%) Python Software Engineer
4 13 (11.21%) C++ Software Engineer
5 11 (9.48%) Analyst
6 8 (6.90%) Data Scientist
7 7 (6.03%) Big Data Engineer
7 7 (6.03%) Data Engineer
7 7 (6.03%) DevOps Engineer
7 7 (6.03%) Junior
8 6 (5.17%) Big Data Specialist
8 6 (5.17%) C# Developer
8 6 (5.17%) Tester
9 5 (4.31%) Automation Engineer
9 5 (4.31%) AWS DevOps
9 5 (4.31%) AWS DevOps Engineer
9 5 (4.31%) AWS Engineer
9 5 (4.31%) C# .NET Developer
9 5 (4.31%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 25 (21.55%) HTML
2 16 (13.79%) CSS
3 15 (12.93%) HTML5
4 13 (11.21%) .NET
5 11 (9.48%) Django
6 9 (7.76%) AngularJS
6 9 (7.76%) Polymer
6 9 (7.76%) Web Components
6 9 (7.76%) Web Services
7 8 (6.90%) XML
8 7 (6.03%) jQuery
8 7 (6.03%) Kafka
9 6 (5.17%) Flask
9 6 (5.17%) REST
9 6 (5.17%) TensorFlow
10 5 (4.31%) Node.js
11 4 (3.45%) Laravel
11 4 (3.45%) Natural Language Processing
11 4 (3.45%) RabbitMQ
11 4 (3.45%) Symfony
Miscellaneous
1 26 (22.41%) Computer Science
2 15 (12.93%) Algorithms
2 15 (12.93%) Fintech
3 14 (12.07%) Analytical Skills
4 9 (7.76%) Video\Live Streaming
5 7 (6.03%) Linux Command Line
6 3 (2.59%) Data Structures
6 3 (2.59%) Greenfield Project
7 2 (1.72%) CMDB
7 2 (1.72%) CUDA
7 2 (1.72%) Cyber Attack
7 2 (1.72%) Cyberthreat
7 2 (1.72%) Management Information System
7 2 (1.72%) User Experience
8 1 (0.86%) Cyber Defence
8 1 (0.86%) Data Centre
8 1 (0.86%) Hedge funds
8 1 (0.86%) Internet of Things
8 1 (0.86%) SCADA
8 1 (0.86%) Smart City
Operating Systems
1 37 (31.90%) Linux
2 13 (11.21%) Unix
3 12 (10.34%) Windows
4 6 (5.17%) Ubuntu
5 4 (3.45%) CoreOS
5 4 (3.45%) Mac OS
6 3 (2.59%) Windows 10
6 3 (2.59%) Windows 7
7 2 (1.72%) Kali Linux
8 1 (0.86%) CentOS
8 1 (0.86%) Mesosphere
8 1 (0.86%) Red Hat Enterprise Linux
8 1 (0.86%) SUSE
Processes & Methodologies
1 45 (38.79%) Agile Software Development
2 37 (31.90%) Software Engineering
3 17 (14.66%) Open Source
4 15 (12.93%) Front End Development
4 15 (12.93%) Neural Network
4 15 (12.93%) TDD
5 14 (12.07%) Analytics
5 14 (12.07%) Computer Vision
6 12 (10.34%) DevOps
6 12 (10.34%) Mathematics
6 12 (10.34%) Test Automation
7 11 (9.48%) BDD
7 11 (9.48%) Multithreading
7 11 (9.48%) Scrum
8 10 (8.62%) Business Intelligence
9 9 (7.76%) Data Transformation
10 8 (6.90%) Configuration Management
11 7 (6.03%) Task Automation
11 7 (6.03%) Web Development
12 6 (5.17%) Deep Learning
Programming Languages
1 50 (43.10%) Java
2 39 (33.62%) SQL
3 38 (32.76%) C++
4 30 (25.86%) JavaScript
5 23 (19.83%) Bash Shell
6 22 (18.97%) Perl
6 22 (18.97%) Scala
7 21 (18.10%) C#
8 12 (10.34%) C
9 10 (8.62%) PHP
9 10 (8.62%) Ruby
10 9 (7.76%) R
11 7 (6.03%) PowerShell
12 5 (4.31%) Go
13 4 (3.45%) Haskell
13 4 (3.45%) PL/SQL
13 4 (3.45%) Shell Script
13 4 (3.45%) T-SQL
14 3 (2.59%) VB.NET
14 3 (2.59%) VBA
Qualifications
1 28 (24.14%) Degree
2 14 (12.07%) Computer Science Degree
3 6 (5.17%) PhD
4 4 (3.45%) ISEB
4 4 (3.45%) ISTQB
4 4 (3.45%) Master's Degree
5 3 (2.59%) CISSP
6 2 (1.72%) CCNP
6 2 (1.72%) CEH
6 2 (1.72%) Cisco Certification
6 2 (1.72%) CISM
6 2 (1.72%) GCIH
6 2 (1.72%) GIAC
6 2 (1.72%) OSCP
6 2 (1.72%) SANS
7 1 (0.86%) CCNA
7 1 (0.86%) Chartered Engineer
7 1 (0.86%) JNCIA
7 1 (0.86%) SC Cleared
7 1 (0.86%) Security Cleared
Quality Assurance & Compliance
1 8 (6.90%) QA
2 5 (4.31%) Data Quality
3 2 (1.72%) ISO/IEC 27001
3 2 (1.72%) PCI DSS
3 2 (1.72%) Sarbanes-Oxley
3 2 (1.72%) SLA
System Software
1 6 (5.17%) Docker
2 3 (2.59%) Firmware
2 3 (2.59%) VMware Infrastructure
3 2 (1.72%) Apache Flume
4 1 (0.86%) Apache ZooKeeper
4 1 (0.86%) KVM
4 1 (0.86%) Snort
4 1 (0.86%) Xen
Systems Management
1 11 (9.48%) Puppet
2 10 (8.62%) Opscode Chef
3 6 (5.17%) Ansible
4 5 (4.31%) Kubernetes
5 4 (3.45%) HP Quality Center
6 3 (2.59%) Nagios
7 2 (1.72%) Oozie
7 2 (1.72%) Systems Management Server (SMS)
8 1 (0.86%) Docker Swarm
8 1 (0.86%) Rancher
8 1 (0.86%) Suricata
8 1 (0.86%) TeamSite
Vendors
1 12 (10.34%) Google
2 7 (6.03%) Cloudera
3 5 (4.31%) HP
3 5 (4.31%) Oracle
4 4 (3.45%) Remedy
4 4 (3.45%) Zend
5 3 (2.59%) VMware
6 2 (1.72%) Cisco
6 2 (1.72%) ESRI
6 2 (1.72%) F5
6 2 (1.72%) Fortinet
6 2 (1.72%) IBM
6 2 (1.72%) Juniper
6 2 (1.72%) Red Hat
7 1 (0.86%) FireEye
7 1 (0.86%) Microsoft
7 1 (0.86%) Palo Alto
7 1 (0.86%) Snow
7 1 (0.86%) Tableau
7 1 (0.86%) TippingPoint