Period
to 20 April 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 20 April 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Buckinghamshire
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 52 71 86
Rank change year-on-year +19 +15 +58
Permanent jobs citing Python 131 101 113
As % of all permanent IT jobs advertised in Buckinghamshire 4.45% 3.61% 3.16%
As % of the Programming Languages category 8.12% 7.02% 6.06%
Number of salaries quoted 90 86 98
Buckinghamshire median annual salary £40,000 £42,500 £46,250
Median salary % change year-on-year -5.88% -8.11% +32.14%
10th Percentile £28,827 £23,750 £27,500
90th Percentile £66,000 £57,500 £55,000
South East median annual salary £50,000 £47,500 £47,500
% 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 1,614 1,439 1,866
As % of all permanent IT jobs advertised in Buckinghamshire 54.88% 51.45% 52.23%
Number of salaries quoted 1,390 1,253 1,606
Buckinghamshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £24,750 £27,500 £26,250
90th Percentile £61,431 £60,000 £57,500
South East median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% +3.53%

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 20 April 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 20 April 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 +11 99 £35,000 -6.67% 9
Marlow -7 7 £60,000 +9.09%
High Wycombe +8 5 £41,000 -8.89% 1
Aylesbury -13 5 £40,000 +26.98% 1
Buckingham - 3 £50,000 -
Python
South East

For the 6 months to 20 April 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 54 (41.22%) Linux
2 51 (38.93%) Agile Software Development
3 50 (38.17%) Java
3 50 (38.17%) Bash Shell
4 34 (25.95%) C++
5 29 (22.14%) Perl
5 29 (22.14%) SQL
6 28 (21.37%) C#
6 28 (21.37%) Finance
7 27 (20.61%) JavaScript
7 27 (20.61%) PowerShell
8 26 (19.85%) DevOps
9 24 (18.32%) Big Data
10 23 (17.56%) Windows
11 22 (16.79%) Software Engineering
11 22 (16.79%) Amazon AWS
12 20 (15.27%) Computer Science
13 19 (14.50%) Analytics
13 19 (14.50%) Mentoring
14 18 (13.74%) Scala
14 18 (13.74%) Hadoop
14 18 (13.74%) NoSQL
14 18 (13.74%) Continuous Integration
14 18 (13.74%) JIRA
15 17 (12.98%) Degree
15 17 (12.98%) Ruby
15 17 (12.98%) Apache Spark
15 17 (12.98%) Ansible
16 16 (12.21%) PHP
17 15 (11.45%) OO

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 17 (12.98%) Apache Spark
2 12 (9.16%) Apache
3 8 (6.11%) nginx
3 8 (6.11%) SAS
4 5 (3.82%) WordPress
5 3 (2.29%) Cloud Foundry
5 3 (2.29%) Confluence
6 2 (1.53%) CMS
6 2 (1.53%) Smallworld
6 2 (1.53%) WebSphere
7 1 (0.76%) Adobe Experience Manager
7 1 (0.76%) Alfresco
7 1 (0.76%) Liferay
7 1 (0.76%) SharePoint
7 1 (0.76%) WebSphere Application Server
Applications
1 2 (1.53%) SPSS
Business Applications
1 5 (3.82%) Shopify
2 1 (0.76%) Salesforce.com CRM
Cloud Services
1 22 (16.79%) Amazon AWS
2 10 (7.63%) SaaS
3 9 (6.87%) Amazon S3
3 9 (6.87%) Microsoft Azure
4 8 (6.11%) GitHub
5 7 (5.34%) Cloud Computing
5 7 (5.34%) Serverless
6 6 (4.58%) Google Cloud Platform
7 5 (3.82%) OpenShift
8 4 (3.05%) Amazon EC2
9 2 (1.53%) AWS Lambda
9 2 (1.53%) G Suite
10 1 (0.76%) Bluemix
10 1 (0.76%) IBM Cloud
Communications & Networking
1 14 (10.69%) VPN
2 13 (9.92%) Firewall
3 10 (7.63%) TCP/IP
3 10 (7.63%) VLAN
4 7 (5.34%) HTTP
5 6 (4.58%) SMTP
6 5 (3.82%) DHCP
6 5 (3.82%) DNS
6 5 (3.82%) LAN
6 5 (3.82%) WAN
7 3 (2.29%) BGP
7 3 (2.29%) F5 BIG-IP GTM
7 3 (2.29%) F5 BIG-IP LTM
7 3 (2.29%) OSPF
8 2 (1.53%) Internet
8 2 (1.53%) Network Security
8 2 (1.53%) SMS
9 1 (0.76%) CTI
9 1 (0.76%) SSL
9 1 (0.76%) VoIP
Database & Business Intelligence
1 24 (18.32%) Big Data
2 18 (13.74%) Hadoop
2 18 (13.74%) NoSQL
3 13 (9.92%) Relational Database
4 9 (6.87%) MongoDB
5 7 (5.34%) Apache Cassandra
5 7 (5.34%) HBase
5 7 (5.34%) Redis
6 6 (4.58%) GIS
6 6 (4.58%) Neo4j
7 5 (3.82%) MySQL
7 5 (3.82%) RDBMS
8 4 (3.05%) NewSQL
8 4 (3.05%) SQL Server
9 3 (2.29%) PostgreSQL
10 2 (1.53%) DB2
10 2 (1.53%) SQL Server Integration Services
10 2 (1.53%) SQL Server Reporting Services
11 1 (0.76%) Amazon RDS
11 1 (0.76%) Data Mining
Development Applications
1 18 (13.74%) JIRA
2 12 (9.16%) Jenkins
3 7 (5.34%) Git (software)
4 4 (3.05%) Vagrant
5 3 (2.29%) Bitbucket
5 3 (2.29%) Burp Suite
5 3 (2.29%) Metasploit
6 2 (1.53%) Maven
6 2 (1.53%) Sonatype Nexus
7 1 (0.76%) Atlassian Bamboo
7 1 (0.76%) Bundler
7 1 (0.76%) Gradle
7 1 (0.76%) Grunt
7 1 (0.76%) gulp
7 1 (0.76%) Oracle APEX
7 1 (0.76%) Selenium
7 1 (0.76%) SQL Server Management Studio (SSMS)
7 1 (0.76%) TeamCity
7 1 (0.76%) Travis CI
7 1 (0.76%) webpack
General
1 28 (21.37%) Finance
2 13 (9.92%) Telecoms
3 12 (9.16%) Retail
4 6 (4.58%) Marketing
5 3 (2.29%) Banking
5 3 (2.29%) Financial Institution
5 3 (2.29%) Law
6 2 (1.53%) Electronics
6 2 (1.53%) Spanish Language
7 1 (0.76%) Billing
Job Titles
1 33 (25.19%) Developer
2 14 (10.69%) QA Tester
2 14 (10.69%) Software QA Tester
2 14 (10.69%) Software Tester
2 14 (10.69%) Tester
3 13 (9.92%) Administrator
3 13 (9.92%) Data Engineer
3 13 (9.92%) Senior Developer
4 11 (8.40%) DevOps Engineer
4 11 (8.40%) Systems Administrator
5 10 (7.63%) Linux Administrator
5 10 (7.63%) Linux Systems Administrator
6 9 (6.87%) Big Data Engineer
6 9 (6.87%) Junior
7 8 (6.11%) Software Developer
8 7 (5.34%) C++ Developer
8 7 (5.34%) Cloud Engineer
8 7 (5.34%) Data Scientist
8 7 (5.34%) Trainee
8 7 (5.34%) Trainee Tester
Libraries, Frameworks & Software Standards
1 13 (9.92%) HTML
1 13 (9.92%) Node.js
2 11 (8.40%) Kafka
2 11 (8.40%) Web Services
3 10 (7.63%) HTML5
4 9 (6.87%) .NET
4 9 (6.87%) AngularJS
4 9 (6.87%) CSS
5 8 (6.11%) REST
6 7 (5.34%) JSON
6 7 (5.34%) XML
7 6 (4.58%) RabbitMQ
8 4 (3.05%) Hibernate
8 4 (3.05%) J2EE
8 4 (3.05%) Middleware
8 4 (3.05%) Spring
9 3 (2.29%) Django
9 3 (2.29%) jQuery
9 3 (2.29%) RESTful
9 3 (2.29%) WebSphere MQ
Miscellaneous
1 20 (15.27%) Computer Science
2 11 (8.40%) Analytical Skills
3 10 (7.63%) Self-Motivation
4 9 (6.87%) Greenfield Project
5 8 (6.11%) Fintech
6 5 (3.82%) Data Structures
6 5 (3.82%) Management Information System
7 4 (3.05%) Linux Command Line
7 4 (3.05%) User Experience
8 3 (2.29%) Algorithms
8 3 (2.29%) Clustering
8 3 (2.29%) Cyberattack
8 3 (2.29%) Embedded Systems
9 2 (1.53%) Augmented Reality
9 2 (1.53%) Cyberthreat
9 2 (1.53%) Driving Licence
9 2 (1.53%) Public Cloud
10 1 (0.76%) Cyber Defence
10 1 (0.76%) Enterprise Software
10 1 (0.76%) Social Media
Operating Systems
1 54 (41.22%) Linux
2 23 (17.56%) Windows
3 7 (5.34%) Unix
4 6 (4.58%) Mac OS
5 5 (3.82%) Android
6 4 (3.05%) Ubuntu
7 3 (2.29%) CentOS
7 3 (2.29%) Debian
7 3 (2.29%) Kali Linux
7 3 (2.29%) Red Hat Enterprise Linux
7 3 (2.29%) SUSE
8 1 (0.76%) FreeBSD
8 1 (0.76%) Windows Server
8 1 (0.76%) Windows Server 2012
Processes & Methodologies
1 51 (38.93%) Agile Software Development
2 26 (19.85%) DevOps
3 22 (16.79%) Software Engineering
4 19 (14.50%) Analytics
4 19 (14.50%) Mentoring
5 18 (13.74%) Continuous Integration
6 15 (11.45%) OO
7 14 (10.69%) Defect Management
7 14 (10.69%) OOP
7 14 (10.69%) Task Automation
7 14 (10.69%) Test Planning
8 13 (9.92%) Mathematics
8 13 (9.92%) SDLC
9 11 (8.40%) Continuous Delivery
9 11 (8.40%) Test Automation
10 10 (7.63%) BDD
10 10 (7.63%) E-Commerce
10 10 (7.63%) Problem-Solving
10 10 (7.63%) Software Architecture
10 10 (7.63%) TDD
Programming Languages
1 50 (38.17%) Bash Shell
1 50 (38.17%) Java
2 34 (25.95%) C++
3 29 (22.14%) Perl
3 29 (22.14%) SQL
4 28 (21.37%) C#
5 27 (20.61%) JavaScript
5 27 (20.61%) PowerShell
6 18 (13.74%) Scala
7 17 (12.98%) Ruby
8 16 (12.21%) PHP
9 10 (7.63%) C
9 10 (7.63%) Go
10 8 (6.11%) R
11 3 (2.29%) Shell Script
12 2 (1.53%) Embedded C
12 2 (1.53%) Java 8
12 2 (1.53%) VB.NET
13 1 (0.76%) Apex Code
13 1 (0.76%) Bourne shell
Qualifications
1 17 (12.98%) Degree
2 15 (11.45%) ISEB
3 13 (9.92%) ISTQB
4 7 (5.34%) Computer Science Degree
5 6 (4.58%) Security Cleared
6 5 (3.82%) CISSP
7 3 (2.29%) CISM
8 2 (1.53%) CEH
8 2 (1.53%) GCIH
8 2 (1.53%) GIAC
8 2 (1.53%) OSCP
8 2 (1.53%) PhD
8 2 (1.53%) SANS
9 1 (0.76%) CCNA
9 1 (0.76%) CCNP
9 1 (0.76%) Cisco Certification
9 1 (0.76%) Postgraduate
Quality Assurance & Compliance
1 15 (11.45%) QA
2 7 (5.34%) SLA
3 3 (2.29%) ISO/IEC 27001
3 3 (2.29%) PCI DSS
3 3 (2.29%) Sarbanes-Oxley
4 2 (1.53%) GCP
System Software
1 10 (7.63%) Docker
2 3 (2.29%) Firmware
3 2 (1.53%) VMware Infrastructure
4 1 (0.76%) Apache Flume
4 1 (0.76%) Apache ZooKeeper
4 1 (0.76%) Snort
Systems Management
1 17 (12.98%) Ansible
2 11 (8.40%) Opscode Chef
3 8 (6.11%) Nagios
4 6 (4.58%) Puppet
5 3 (2.29%) Docker Swarm
5 3 (2.29%) Kubernetes
6 1 (0.76%) CA Wily
6 1 (0.76%) Oozie
6 1 (0.76%) Rundeck
6 1 (0.76%) Single Sign-On
6 1 (0.76%) Suricata
6 1 (0.76%) TeamSite
Vendors
1 8 (6.11%) IBM
1 8 (6.11%) Oracle
2 6 (4.58%) Cloudera
3 5 (3.82%) Cisco
3 5 (3.82%) F5
3 5 (3.82%) Google
4 4 (3.05%) Juniper
5 2 (1.53%) Fortinet
5 2 (1.53%) Salesforce.com
5 2 (1.53%) VMware
6 1 (0.76%) Alcatel-Lucent
6 1 (0.76%) FireEye
6 1 (0.76%) Genesys
6 1 (0.76%) OpenText
6 1 (0.76%) Palo Alto
6 1 (0.76%) Red Hat
6 1 (0.76%) Sophos
6 1 (0.76%) Tableau
6 1 (0.76%) TippingPoint
6 1 (0.76%) Xero