Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Buckinghamshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 78 66 95
Rank change year-on-year -12 +29 -26
Permanent jobs citing Python 72 117 96
As % of all permanent IT jobs advertised in Buckinghamshire 2.89% 4.03% 3.08%
As % of the Programming Languages category 5.15% 7.23% 5.80%
Number of salaries quoted 58 108 103
Buckinghamshire median annual salary £41,250 £37,500 £36,000
Median salary % change year-on-year +10.00% +4.17% -13.25%
10th Percentile £31,500 £27,000 £27,500
90th Percentile £61,125 £57,875 £53,750
South East median annual salary £50,000 £50,000 £50,000

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 1,397 1,619 1,656
As % of all permanent IT jobs advertised in Buckinghamshire 56.13% 55.83% 53.08%
Number of salaries quoted 1,232 1,408 1,442
Buckinghamshire median annual salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.18% +6.25%
10th Percentile £26,250 £27,000 £27,500
90th Percentile £62,500 £61,250 £57,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 17 November 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 17 November 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 -33 46 £46,750 +33.57% 11
High Wycombe -9 10 £40,000 -11.11% 1
Aylesbury +29 2 £42,500 +77.08%
Amersham - 2 £45,000 - 1
Iver - 1 - -
Python
South East

For the 6 months to 17 November 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 19 (26.39%) Linux
2 18 (25.00%) Problem-Solving
3 17 (23.61%) Bash Shell
3 17 (23.61%) JavaScript
4 16 (22.22%) SQL
5 14 (19.44%) Agile Software Development
6 13 (18.06%) Degree
6 13 (18.06%) Ansible
7 12 (16.67%) Test Automation
7 12 (16.67%) Finance
7 12 (16.67%) Oracle
8 11 (15.28%) Perl
8 11 (15.28%) C++
8 11 (15.28%) PowerShell
8 11 (15.28%) Analytics
9 10 (13.89%) Git (software)
9 10 (13.89%) Microsoft Azure
9 10 (13.89%) HTML
9 10 (13.89%) Java
9 10 (13.89%) MySQL
10 9 (12.50%) Configuration Management
10 9 (12.50%) Unix
10 9 (12.50%) CSS
10 9 (12.50%) Microsoft
10 9 (12.50%) Continuous Integration
10 9 (12.50%) DevOps
11 8 (11.11%) Root Cause Analysis
11 8 (11.11%) Computer Science
11 8 (11.11%) Korn
11 8 (11.11%) Windows

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 5 (6.94%) Apache
2 4 (5.56%) Apache Spark
2 4 (5.56%) Confluence
2 4 (5.56%) WebSphere
2 4 (5.56%) WebSphere Application Server
2 4 (5.56%) WordPress
3 3 (4.17%) SAS
3 3 (4.17%) Smallworld
4 2 (2.78%) Apache Pig
5 1 (1.39%) ArcGIS
5 1 (1.39%) Elasticsearch
5 1 (1.39%) JBoss
5 1 (1.39%) nginx
5 1 (1.39%) Tomcat
Applications
1 7 (9.72%) Microsoft Office
2 2 (2.78%) Microsoft Excel
2 2 (2.78%) SPSS
Business Applications
1 2 (2.78%) HFM
1 2 (2.78%) Hyperion Planning
1 2 (2.78%) Oracle EBS
2 1 (1.39%) Remedy ITSM
Cloud Services
1 10 (13.89%) Microsoft Azure
2 5 (6.94%) Amazon AWS
3 3 (4.17%) G Suite
3 3 (4.17%) GitHub
3 3 (4.17%) SaaS
4 1 (1.39%) Amazon EC2
4 1 (1.39%) AWS Lambda
4 1 (1.39%) Azure Data Factory
4 1 (1.39%) Google Cloud Platform
4 1 (1.39%) IaaS
4 1 (1.39%) Office 365
4 1 (1.39%) Serverless
4 1 (1.39%) Slack
Communications & Networking
1 7 (9.72%) MPLS
2 5 (6.94%) WAN
3 4 (5.56%) DNS
3 4 (5.56%) Firewall
3 4 (5.56%) HTTP
3 4 (5.56%) Internet
3 4 (5.56%) SSL
4 3 (4.17%) BGP
4 3 (4.17%) Cisco IOS
4 3 (4.17%) DHCP
4 3 (4.17%) IOS XR
4 3 (4.17%) NX-OS
4 3 (4.17%) tcpdump
4 3 (4.17%) Wireless
4 3 (4.17%) Wireshark
5 2 (2.78%) Network Security
6 1 (1.39%) Ethernet
6 1 (1.39%) LAN
6 1 (1.39%) SNMP
6 1 (1.39%) TCP/IP
Database & Business Intelligence
1 10 (13.89%) MySQL
2 8 (11.11%) DB2
3 7 (9.72%) GIS
4 6 (8.33%) DB2 UDB
4 6 (8.33%) PostgreSQL
4 6 (8.33%) Relational Database
4 6 (8.33%) SQL Server
5 5 (6.94%) Big Data
6 4 (5.56%) Hadoop
6 4 (5.56%) NoSQL
6 4 (5.56%) Power BI
7 3 (4.17%) Apache Cassandra
7 3 (4.17%) Apache Hive
7 3 (4.17%) Geospatial Data
7 3 (4.17%) HBase
8 2 (2.78%) MariaDB
8 2 (2.78%) MongoDB
9 1 (1.39%) Azure SQL Database
9 1 (1.39%) Neo4j
9 1 (1.39%) Redis
Development Applications
1 10 (13.89%) Git (software)
2 6 (8.33%) Jenkins
3 5 (6.94%) Mercurial
4 4 (5.56%) Introscope
4 4 (5.56%) JUnit
4 4 (5.56%) Maven
5 3 (4.17%) Selenium
6 2 (2.78%) JIRA
6 2 (2.78%) Visual Studio Coded UI
7 1 (1.39%) Artifactory
7 1 (1.39%) Babel
7 1 (1.39%) Bitbucket
7 1 (1.39%) GitLab
7 1 (1.39%) gulp
7 1 (1.39%) Robot Framework
7 1 (1.39%) Subversion
7 1 (1.39%) Team Foundation Server
7 1 (1.39%) TeamCity
7 1 (1.39%) webpack
General
1 12 (16.67%) Finance
2 6 (8.33%) Marketing
2 6 (8.33%) Telecoms
3 5 (6.94%) Banking
3 5 (6.94%) Retail
4 4 (5.56%) Law
4 4 (5.56%) Legal
5 1 (1.39%) Billing
5 1 (1.39%) French Language
5 1 (1.39%) Games
5 1 (1.39%) German Language
5 1 (1.39%) Italian Language
5 1 (1.39%) Manufacturing
5 1 (1.39%) Spanish Language
Job Titles
1 13 (18.06%) Developer
2 10 (13.89%) Administrator
3 7 (9.72%) Systems Engineer
4 6 (8.33%) DBA
4 6 (8.33%) Software Developer
4 6 (8.33%) Test Engineer
5 5 (6.94%) Network Engineer
6 4 (5.56%) Analyst
6 4 (5.56%) Data Engineer
6 4 (5.56%) Graduate
6 4 (5.56%) Graduate Developer
6 4 (5.56%) Graduate Software Developer
6 4 (5.56%) Senior Systems Engineer
6 4 (5.56%) WebSphere Administrator
6 4 (5.56%) WebSphere MQ Administrator
7 3 (4.17%) Applications Engineer
7 3 (4.17%) Architect
7 3 (4.17%) Embedded Engineer
7 3 (4.17%) Infrastructure Engineer
7 3 (4.17%) Network Architect
Libraries, Frameworks & Software Standards
1 10 (13.89%) HTML
2 9 (12.50%) CSS
3 7 (9.72%) SOAP
4 6 (8.33%) YAML
5 5 (6.94%) .NET
5 5 (6.94%) AngularJS
5 5 (6.94%) Django
5 5 (6.94%) REST
5 5 (6.94%) Web Services
6 4 (5.56%) D3.js
6 4 (5.56%) DHTML
6 4 (5.56%) Hibernate
6 4 (5.56%) J2EE
6 4 (5.56%) JDBC
6 4 (5.56%) JSP
6 4 (5.56%) LAMP
6 4 (5.56%) Spring
6 4 (5.56%) Struts
6 4 (5.56%) Struts2
6 4 (5.56%) WebSphere MQ
Miscellaneous
1 8 (11.11%) Computer Science
2 5 (6.94%) Analytical Skills
2 5 (6.94%) Management Information System
3 4 (5.56%) Algorithms
3 4 (5.56%) User Experience
4 3 (4.17%) Clustering
4 3 (4.17%) Driving Licence
4 3 (4.17%) Greenfield Project
4 3 (4.17%) Linux Command Line
4 3 (4.17%) Tandem
5 2 (2.78%) Data Centre
5 2 (2.78%) FMCG
6 1 (1.39%) CMDB
6 1 (1.39%) CUDA
6 1 (1.39%) Cyberthreat
6 1 (1.39%) Distributed Denial-of-Service
6 1 (1.39%) Enterprise Software
6 1 (1.39%) Fintech
6 1 (1.39%) Life Science
6 1 (1.39%) Robotics
Operating Systems
1 19 (26.39%) Linux
2 9 (12.50%) Unix
3 8 (11.11%) Windows
4 3 (4.17%) Android
4 3 (4.17%) Apple iOS
5 2 (2.78%) Ubuntu
6 1 (1.39%) CoreOS
6 1 (1.39%) Embedded Linux
6 1 (1.39%) FreeBSD
6 1 (1.39%) FreeRTOS
6 1 (1.39%) Red Hat Enterprise Linux
6 1 (1.39%) Solaris
Processes & Methodologies
1 18 (25.00%) Problem-Solving
2 14 (19.44%) Agile Software Development
3 12 (16.67%) Test Automation
4 11 (15.28%) Analytics
5 9 (12.50%) Configuration Management
5 9 (12.50%) Continuous Integration
5 9 (12.50%) DevOps
6 8 (11.11%) Root Cause Analysis
7 7 (9.72%) Data Analytics
7 7 (9.72%) Data Science
7 7 (9.72%) Performance Tuning
7 7 (9.72%) Software Engineering
8 6 (8.33%) Migration
8 6 (8.33%) Visualisation
9 5 (6.94%) Capacity Management
9 5 (6.94%) Change Management
9 5 (6.94%) Security Management
10 4 (5.56%) Business Intelligence
10 4 (5.56%) Disaster Recovery
10 4 (5.56%) Workflow
Programming Languages
1 17 (23.61%) Bash Shell
1 17 (23.61%) JavaScript
2 16 (22.22%) SQL
3 11 (15.28%) C++
3 11 (15.28%) Perl
3 11 (15.28%) PowerShell
4 10 (13.89%) Java
5 8 (11.11%) Korn
6 7 (9.72%) C#
6 7 (9.72%) R
6 7 (9.72%) Shell Script
7 6 (8.33%) Ruby
8 4 (5.56%) C
8 4 (5.56%) Jython
9 2 (2.78%) PHP
9 2 (2.78%) Scala
10 1 (1.39%) Bourne shell
10 1 (1.39%) Delphi
10 1 (1.39%) ES6
10 1 (1.39%) Go
Qualifications
1 13 (18.06%) Degree
2 5 (6.94%) CCNP
2 5 (6.94%) Cisco Certification
2 5 (6.94%) Computer Science Degree
3 4 (5.56%) CCNA
3 4 (5.56%) CCVP
4 3 (4.17%) ISEB
4 3 (4.17%) ISTQB
5 2 (2.78%) PhD
5 2 (2.78%) Security Cleared
6 1 (1.39%) CCIE
Quality Assurance & Compliance
1 7 (9.72%) QA
2 5 (6.94%) SLA
System Software
1 5 (6.94%) Firmware
2 3 (4.17%) Apache ZooKeeper
3 2 (2.78%) Docker
3 2 (2.78%) VMware Infrastructure
4 1 (1.39%) Veritas Cluster Server
4 1 (1.39%) Virtual Machines
Systems Management
1 13 (18.06%) Ansible
2 4 (5.56%) CA Wily
2 4 (5.56%) Puppet
2 4 (5.56%) Single Sign-On
3 2 (2.78%) Ambari
3 2 (2.78%) Hadoop YARN
3 2 (2.78%) Opscode Chef
4 1 (1.39%) Control-M
4 1 (1.39%) HAProxy
4 1 (1.39%) Kibana
4 1 (1.39%) Kubernetes
4 1 (1.39%) logstash
4 1 (1.39%) Munin
4 1 (1.39%) Nagios
4 1 (1.39%) NetBackup
4 1 (1.39%) Oracle ZFS
4 1 (1.39%) Red Hat Satellite
4 1 (1.39%) Unicenter
4 1 (1.39%) Xymon
4 1 (1.39%) ZABBIX
Vendors
1 12 (16.67%) Oracle
2 9 (12.50%) Microsoft
3 5 (6.94%) Salesforce.com
4 4 (5.56%) Cisco
4 4 (5.56%) IBM
4 4 (5.56%) Riverbed
4 4 (5.56%) Unisys
4 4 (5.56%) Xero
5 3 (4.17%) F5
5 3 (4.17%) Red Hat
6 2 (2.78%) Cognizant
6 2 (2.78%) Google
6 2 (2.78%) Hyperion
6 2 (2.78%) VMware
6 2 (2.78%) Xamarin
7 1 (1.39%) Cloudera
7 1 (1.39%) Hortonworks
7 1 (1.39%) Infoblox
7 1 (1.39%) SolarWinds
7 1 (1.39%) Tableau