Period
to 22 September 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Buckinghamshire
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 75 59 94
Rank change year-on-year -16 +35 -4
Permanent jobs citing Python 85 127 84
As % of all permanent IT jobs advertised in Buckinghamshire 3.33% 4.45% 2.72%
As % of the Programming Languages category 6.30% 7.97% 5.22%
Number of salaries quoted 66 130 96
Buckinghamshire median annual salary £42,500 £35,000 £36,750
Median salary % change year-on-year +21.43% -4.76% -8.13%
10th Percentile £31,500 £26,250 £25,625
90th Percentile £58,750 £57,500 £53,500
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 1,349 1,593 1,608
As % of all permanent IT jobs advertised in Buckinghamshire 52.82% 55.82% 52.09%
Number of salaries quoted 1,192 1,378 1,402
Buckinghamshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% +6.25%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £62,500 £62,500 £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 22 September 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 22 September 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 -23 56 £50,000 +51.52% 1
High Wycombe -6 12 £42,500 -5.56% 2
Aylesbury +28 2 £42,500 +77.08%
Amersham - 2 £45,000 - 1
Iver -2 1 - -
Python
South East

For the 6 months to 22 September 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 26 (30.59%) Linux
2 23 (27.06%) Agile Software Development
3 22 (25.88%) JavaScript
4 21 (24.71%) Bash Shell
5 20 (23.53%) Problem-Solving
5 20 (23.53%) SQL
6 19 (22.35%) Analytics
7 18 (21.18%) Oracle
8 16 (18.82%) Java
8 16 (18.82%) C#
8 16 (18.82%) MySQL
8 16 (18.82%) Ansible
9 15 (17.65%) Jenkins
10 14 (16.47%) Amazon AWS
10 14 (16.47%) Test Automation
10 14 (16.47%) DevOps
10 14 (16.47%) HTML
10 14 (16.47%) Degree
11 13 (15.29%) Finance
11 13 (15.29%) .NET
11 13 (15.29%) SOAP
12 12 (14.12%) C++
12 12 (14.12%) Windows
12 12 (14.12%) Microsoft Azure
13 11 (12.94%) Confluence
13 11 (12.94%) Perl
13 11 (12.94%) SQL Server
13 11 (12.94%) DB2
13 11 (12.94%) Computer Science
13 11 (12.94%) QA

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 11 (12.94%) Confluence
2 8 (9.41%) Apache Spark
3 7 (8.24%) Apache
4 6 (7.06%) SAS
5 5 (5.88%) WordPress
6 4 (4.71%) Smallworld
6 4 (4.71%) WebSphere
6 4 (4.71%) WebSphere Application Server
7 2 (2.35%) Apache Pig
8 1 (1.18%) ArcGIS
8 1 (1.18%) CMS
8 1 (1.18%) Elasticsearch
8 1 (1.18%) JBoss
8 1 (1.18%) nginx
8 1 (1.18%) SharePoint
8 1 (1.18%) Tomcat
Applications
1 5 (5.88%) Microsoft Office
2 3 (3.53%) Microsoft Excel
3 2 (2.35%) Spreadsheet
4 1 (1.18%) SPSS
Business Applications
1 4 (4.71%) HFM
2 2 (2.35%) Hyperion Planning
2 2 (2.35%) Oracle EBS
3 1 (1.18%) Remedy ITSM
3 1 (1.18%) Salesforce.com CRM
Cloud Services
1 14 (16.47%) Amazon AWS
2 12 (14.12%) Microsoft Azure
3 6 (7.06%) SaaS
4 5 (5.88%) Amazon S3
5 4 (4.71%) GitHub
5 4 (4.71%) OpenShift
6 3 (3.53%) Amazon EC2
6 3 (3.53%) G Suite
7 2 (2.35%) AWS Lambda
7 2 (2.35%) Serverless
8 1 (1.18%) Google Cloud Platform
8 1 (1.18%) Office 365
8 1 (1.18%) Slack
Communications & Networking
1 6 (7.06%) Internet
2 4 (4.71%) HTTP
2 4 (4.71%) SSL
2 4 (4.71%) TCP/IP
3 3 (3.53%) Firewall
4 2 (2.35%) Network Security
4 2 (2.35%) SMS
5 1 (1.18%) DNS
5 1 (1.18%) Ethernet
5 1 (1.18%) H.323
5 1 (1.18%) MPLS
5 1 (1.18%) SNMP
5 1 (1.18%) WAN
Database & Business Intelligence
1 16 (18.82%) MySQL
2 11 (12.94%) DB2
2 11 (12.94%) SQL Server
3 9 (10.59%) Big Data
4 8 (9.41%) GIS
4 8 (9.41%) Hadoop
4 8 (9.41%) MongoDB
5 7 (8.24%) NoSQL
5 7 (8.24%) PostgreSQL
6 6 (7.06%) DB2 UDB
6 6 (7.06%) Relational Database
7 4 (4.71%) Apache Cassandra
7 4 (4.71%) MariaDB
8 3 (3.53%) Apache Hive
8 3 (3.53%) Geospatial Data
8 3 (3.53%) Power BI
9 2 (2.35%) HBase
9 2 (2.35%) NuoDB
9 2 (2.35%) Oracle Smart View
9 2 (2.35%) Redis
Development Applications
1 15 (17.65%) Jenkins
2 10 (11.76%) Git (software)
2 10 (11.76%) JIRA
3 7 (8.24%) Selenium
4 5 (5.88%) Mercurial
5 4 (4.71%) Introscope
5 4 (4.71%) Robot Framework
5 4 (4.71%) Sonatype Nexus
6 3 (3.53%) JUnit
6 3 (3.53%) Maven
7 2 (2.35%) Bitbucket
7 2 (2.35%) Burp Suite
7 2 (2.35%) Metasploit
8 1 (1.18%) Artifactory
8 1 (1.18%) GitLab
8 1 (1.18%) Oracle APEX
8 1 (1.18%) SQL Server Management Studio (SSMS)
8 1 (1.18%) Team Foundation Server
8 1 (1.18%) TeamCity
8 1 (1.18%) Vagrant
General
1 13 (15.29%) Finance
2 7 (8.24%) Marketing
3 5 (5.88%) Banking
3 5 (5.88%) Telecoms
4 4 (4.71%) Legal
4 4 (4.71%) Retail
5 3 (3.53%) Law
5 3 (3.53%) Spanish Language
6 2 (2.35%) Financial Institution
7 1 (1.18%) Billing
7 1 (1.18%) French Language
7 1 (1.18%) Games
7 1 (1.18%) German Language
7 1 (1.18%) Italian Language
7 1 (1.18%) Manufacturing
Job Titles
1 17 (20.00%) Developer
2 11 (12.94%) Administrator
3 7 (8.24%) Software Developer
4 6 (7.06%) Analyst
4 6 (7.06%) Data Scientist
4 6 (7.06%) DBA
4 6 (7.06%) Test Engineer
5 5 (5.88%) Automation Engineer
5 5 (5.88%) QA Automation Engineer
5 5 (5.88%) QA Engineer
5 5 (5.88%) Systems Engineer
6 4 (4.71%) Data Manager
6 4 (4.71%) Senior Systems Engineer
6 4 (4.71%) WebSphere Administrator
6 4 (4.71%) WebSphere MQ Administrator
7 3 (3.53%) Applications Engineer
7 3 (3.53%) Data Engineer
7 3 (3.53%) DevOps Engineer
7 3 (3.53%) Embedded Engineer
7 3 (3.53%) Operations Engineer
Libraries, Frameworks & Software Standards
1 14 (16.47%) HTML
2 13 (15.29%) .NET
2 13 (15.29%) SOAP
3 10 (11.76%) REST
4 9 (10.59%) CSS
4 9 (10.59%) Web Services
5 8 (9.41%) YAML
6 7 (8.24%) J2EE
6 7 (8.24%) LAMP
7 6 (7.06%) Django
7 6 (7.06%) HTML5
7 6 (7.06%) Spring
8 5 (5.88%) .NET Framework
8 5 (5.88%) JDBC
8 5 (5.88%) jQuery
8 5 (5.88%) XML
9 4 (4.71%) AngularJS
9 4 (4.71%) JNDI
9 4 (4.71%) WebSphere MQ
10 3 (3.53%) D3.js
Miscellaneous
1 11 (12.94%) Computer Science
2 7 (8.24%) Analytical Skills
3 5 (5.88%) Management Information System
4 4 (4.71%) Clustering
4 4 (4.71%) Greenfield Project
4 4 (4.71%) User Experience
5 3 (3.53%) Algorithms
5 3 (3.53%) Augmented Reality
5 3 (3.53%) Driving Licence
5 3 (3.53%) Linux Command Line
5 3 (3.53%) Tandem
6 2 (2.35%) Cyberattack
6 2 (2.35%) Fintech
6 2 (2.35%) FMCG
6 2 (2.35%) Self-Motivation
7 1 (1.18%) CUDA
7 1 (1.18%) Cyberthreat
7 1 (1.18%) Data Centre
7 1 (1.18%) Enterprise Software
7 1 (1.18%) Life Science
Operating Systems
1 26 (30.59%) Linux
2 12 (14.12%) Windows
3 10 (11.76%) Unix
4 5 (5.88%) Android
4 5 (5.88%) Apple iOS
5 4 (4.71%) Ubuntu
6 2 (2.35%) Kali Linux
7 1 (1.18%) CoreOS
7 1 (1.18%) Debian
7 1 (1.18%) Embedded Linux
7 1 (1.18%) FreeBSD
7 1 (1.18%) FreeRTOS
7 1 (1.18%) Mac OS
7 1 (1.18%) Red Hat Enterprise Linux
7 1 (1.18%) Solaris
7 1 (1.18%) Windows Server
7 1 (1.18%) Windows Server 2012
Processes & Methodologies
1 23 (27.06%) Agile Software Development
2 20 (23.53%) Problem-Solving
3 19 (22.35%) Analytics
4 14 (16.47%) DevOps
4 14 (16.47%) Test Automation
5 10 (11.76%) Configuration Management
5 10 (11.76%) Data Analytics
5 10 (11.76%) Data Science
5 10 (11.76%) Scrum
6 9 (10.59%) Continuous Integration
6 9 (10.59%) Test Scripting
7 7 (8.24%) Machine Learning
7 7 (8.24%) Software Engineering
7 7 (8.24%) Software Testing
8 6 (7.06%) Microservices
8 6 (7.06%) Migration
8 6 (7.06%) Performance Tuning
8 6 (7.06%) SDLC
9 5 (5.88%) Continuous Delivery
9 5 (5.88%) Digital Transformation Programme
Programming Languages
1 22 (25.88%) JavaScript
2 21 (24.71%) Bash Shell
3 20 (23.53%) SQL
4 16 (18.82%) C#
4 16 (18.82%) Java
5 12 (14.12%) C++
6 11 (12.94%) Perl
6 11 (12.94%) Ruby
7 9 (10.59%) PowerShell
7 9 (10.59%) R
8 8 (9.41%) Korn
8 8 (9.41%) Shell Script
9 6 (7.06%) PHP
10 5 (5.88%) Bourne shell
10 5 (5.88%) Delphi
11 4 (4.71%) C
11 4 (4.71%) Jython
11 4 (4.71%) Scala
12 3 (3.53%) VB.NET
13 1 (1.18%) T-SQL
Qualifications
1 14 (16.47%) Degree
2 7 (8.24%) ISEB
2 7 (8.24%) ISTQB
3 5 (5.88%) Computer Science Degree
4 2 (2.35%) CISM
4 2 (2.35%) CISSP
4 2 (2.35%) Security Cleared
5 1 (1.18%) CCNA
5 1 (1.18%) CCNP
5 1 (1.18%) CCVP
5 1 (1.18%) Cisco Certification
5 1 (1.18%) PhD
Quality Assurance & Compliance
1 11 (12.94%) QA
2 2 (2.35%) ISO/IEC 27001
2 2 (2.35%) PCI DSS
2 2 (2.35%) Sarbanes-Oxley
2 2 (2.35%) SLA
System Software
1 6 (7.06%) VMware Infrastructure
2 5 (5.88%) Firmware
3 3 (3.53%) Apache ZooKeeper
3 3 (3.53%) Docker
4 1 (1.18%) Veritas Cluster Server
4 1 (1.18%) Virtual Machines
Systems Management
1 16 (18.82%) Ansible
2 5 (5.88%) Puppet
3 4 (4.71%) CA Wily
3 4 (4.71%) Single Sign-On
4 2 (2.35%) Ambari
4 2 (2.35%) Hadoop YARN
4 2 (2.35%) Kubernetes
4 2 (2.35%) Opscode Chef
5 1 (1.18%) Control-M
5 1 (1.18%) Docker Swarm
5 1 (1.18%) HAProxy
5 1 (1.18%) Kibana
5 1 (1.18%) logstash
5 1 (1.18%) Munin
5 1 (1.18%) Nagios
5 1 (1.18%) Oracle ZFS
5 1 (1.18%) Red Hat Satellite
5 1 (1.18%) Rundeck
5 1 (1.18%) Xymon
5 1 (1.18%) ZABBIX
Vendors
1 18 (21.18%) Oracle
2 6 (7.06%) IBM
2 6 (7.06%) Microsoft
2 6 (7.06%) Salesforce.com
2 6 (7.06%) VMware
3 4 (4.71%) Cognizant
3 4 (4.71%) Hyperion
3 4 (4.71%) Red Hat
3 4 (4.71%) Xamarin
3 4 (4.71%) Xero
4 3 (3.53%) Tableau
4 3 (3.53%) Unisys
5 1 (1.18%) Avaya
5 1 (1.18%) CA
5 1 (1.18%) Cisco
5 1 (1.18%) Citrix
5 1 (1.18%) Cognos
5 1 (1.18%) Juniper
5 1 (1.18%) SAP
5 1 (1.18%) Veritas