Period
to 19 March 2019

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes 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 March 2019 with a comparison to the same period in the previous 2 years.

Python
Buckinghamshire > Milton Keynes
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 82 33 57
Rank change year-on-year -49 +24 +12
Permanent jobs citing Python 34 103 80
As % of all permanent IT jobs advertised in Milton Keynes 2.29% 6.43% 4.68%
As % of the Programming Languages category 4.39% 11.26% 8.31%
Number of salaries quoted 22 82 66
Milton Keynes median annual salary £49,000 £34,658 £45,000
Median salary % change year-on-year +41.38% -22.98% -
10th Percentile £28,200 £27,000 £23,125
90th Percentile £69,750 £63,500 £57,500
Buckinghamshire median annual salary £48,250 £37,500 £42,500
% change year-on-year +28.67% -11.76% -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 Milton Keynes with a requirement for coding skills.

All Programming Languages
Milton Keynes
Permanent vacancies with a requirement for coding skills 775 915 963
As % of all permanent IT jobs advertised in Milton Keynes 52.19% 57.08% 56.28%
Number of salaries quoted 644 775 879
Milton Keynes median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +12.50%
10th Percentile £27,750 £27,500 £28,500
90th Percentile £67,500 £62,500 £60,000
Buckinghamshire median annual salary £45,000 £42,606 £42,500
% change year-on-year +5.62% +0.25% -

Python
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Python in Milton Keynes

Python
Salary Trend in Milton Keynes

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

Salary trend for Python in Milton Keynes

Python
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Python in Milton Keynes over the 6 months to 19 March 2019.

Salary histogram for Python in Milton Keynes

For the 6 months to 19 March 2019, 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 Milton Keynes region with a requirement for Python.

1 14 (41.18%) Java
1 14 (41.18%) Git (software)
2 13 (38.24%) JavaScript
2 13 (38.24%) Agile Software Development
3 12 (35.29%) Microsoft Azure
4 11 (32.35%) SQL
5 9 (26.47%) Degree
5 9 (26.47%) JSON
5 9 (26.47%) Ansible
6 8 (23.53%) Amazon AWS
6 8 (23.53%) Jenkins
6 8 (23.53%) Microsoft
7 7 (20.59%) SQL Server
7 7 (20.59%) C#
7 7 (20.59%) JIRA
7 7 (20.59%) Retail
7 7 (20.59%) Test Automation
7 7 (20.59%) Relational Database
8 6 (17.65%) Docker
8 6 (17.65%) nginx
8 6 (17.65%) Confluence
8 6 (17.65%) R
8 6 (17.65%) Machine Learning
8 6 (17.65%) Telecoms
8 6 (17.65%) Selenium
8 6 (17.65%) C++
8 6 (17.65%) .NET
8 6 (17.65%) Business Intelligence
8 6 (17.65%) JMeter
9 5 (14.71%) DNS

Python
Co-occurring IT Skills in Milton Keynes 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 6 (17.65%) Confluence
1 6 (17.65%) nginx
2 2 (5.88%) SAS
3 1 (2.94%) Apache Spark
3 1 (2.94%) BizTalk Server
3 1 (2.94%) Cloud Foundry
3 1 (2.94%) JBoss
3 1 (2.94%) Mule
3 1 (2.94%) OpenStack
3 1 (2.94%) WebLogic
3 1 (2.94%) WebSphere
3 1 (2.94%) WebSphere Application Server
Applications
1 2 (5.88%) Microsoft Office
2 1 (2.94%) Microsoft Excel
2 1 (2.94%) SPSS
Cloud Services
1 12 (35.29%) Microsoft Azure
2 8 (23.53%) Amazon AWS
3 4 (11.76%) Azure Data Factory
4 3 (8.82%) Amazon EC2
4 3 (8.82%) Amazon ELB
4 3 (8.82%) Amazon S3
4 3 (8.82%) Virtual Private Cloud
5 2 (5.88%) Amazon SQS
5 2 (5.88%) AWS CloudFormation
5 2 (5.88%) GitHub
5 2 (5.88%) Google Cloud Platform
5 2 (5.88%) IaaS
5 2 (5.88%) PaaS
5 2 (5.88%) Route 53
6 1 (2.94%) Amazon CloudWatch
6 1 (2.94%) OpenShift
6 1 (2.94%) SaaS
Communications & Networking
1 5 (14.71%) DHCP
1 5 (14.71%) DNS
1 5 (14.71%) Wireless
2 3 (8.82%) BGP
2 3 (8.82%) Cisco IOS
2 3 (8.82%) IOS XR
2 3 (8.82%) MPLS
2 3 (8.82%) NX-OS
2 3 (8.82%) tcpdump
2 3 (8.82%) Wireshark
3 2 (5.88%) F5 BIG-IP GTM
3 2 (5.88%) F5 BIG-IP LTM
3 2 (5.88%) LAN
3 2 (5.88%) VLAN
3 2 (5.88%) WAN
4 1 (2.94%) Firewall
4 1 (2.94%) OSPF
4 1 (2.94%) TCP/IP
Database & Business Intelligence
1 7 (20.59%) Relational Database
1 7 (20.59%) SQL Server
2 5 (14.71%) Power BI
2 5 (14.71%) SQL Server Reporting Services
3 4 (11.76%) Azure SQL Database
3 4 (11.76%) Microsoft Analysis Services
3 4 (11.76%) SQL Server Analysis Services
3 4 (11.76%) SQL Server Integration Services
4 3 (8.82%) Amazon RDS
4 3 (8.82%) NoSQL
4 3 (8.82%) PostgreSQL
5 2 (5.88%) Amazon Aurora
5 2 (5.88%) Big Data
5 2 (5.88%) Hadoop
5 2 (5.88%) MySQL
5 2 (5.88%) Redis
6 1 (2.94%) Apache Ignite
6 1 (2.94%) Crystal Reports
6 1 (2.94%) HBase
6 1 (2.94%) Neo4j
Development Applications
1 14 (41.18%) Git (software)
2 8 (23.53%) Jenkins
3 7 (20.59%) JIRA
4 6 (17.65%) JMeter
4 6 (17.65%) Selenium
5 5 (14.71%) Cucumber
5 5 (14.71%) Gatling
5 5 (14.71%) Sikuli
5 5 (14.71%) SoapUI
6 3 (8.82%) LabVIEW
6 3 (8.82%) Maven
6 3 (8.82%) TeamCity
7 2 (5.88%) JUnit
7 2 (5.88%) Octopus Deploy
7 2 (5.88%) Sonatype Nexus
8 1 (2.94%) Babel
8 1 (2.94%) FishEye
8 1 (2.94%) gulp
8 1 (2.94%) SonarQube
8 1 (2.94%) webpack
General
1 7 (20.59%) Retail
2 6 (17.65%) Telecoms
3 4 (11.76%) Finance
4 2 (5.88%) Banking
4 2 (5.88%) Law
4 2 (5.88%) Marketing
5 1 (2.94%) Automotive
5 1 (2.94%) Electronics
5 1 (2.94%) Publishing
Job Titles
1 10 (29.41%) Developer
2 8 (23.53%) Software Engineer
3 5 (14.71%) Development Engineer
3 5 (14.71%) Senior Development Engineer
3 5 (14.71%) Senior Software Development Engineer
3 5 (14.71%) Senior Software Engineer
3 5 (14.71%) Senior Software Test Engineer
3 5 (14.71%) Senior Test Engineer
3 5 (14.71%) Software Development Engineer
3 5 (14.71%) Software Test Engineer
3 5 (14.71%) Test Development Engineer
3 5 (14.71%) Test Engineer
4 4 (11.76%) Analytics Developer
4 4 (11.76%) Architect
5 3 (8.82%) Network Architect
5 3 (8.82%) Software Developer
6 2 (5.88%) DevOps Engineer
6 2 (5.88%) Graduate Developer
6 2 (5.88%) Lead DevOps
6 2 (5.88%) Python Engineer
Libraries, Frameworks & Software Standards
1 9 (26.47%) JSON
2 6 (17.65%) .NET
3 5 (14.71%) REST
4 4 (11.76%) D3.js
4 4 (11.76%) HTML
5 3 (8.82%) CSS
6 2 (5.88%) AngularJS
6 2 (5.88%) DHTML
6 2 (5.88%) Hibernate
6 2 (5.88%) JSF
6 2 (5.88%) JSP
6 2 (5.88%) Kafka
6 2 (5.88%) Natural Language Processing
6 2 (5.88%) OpenCV
6 2 (5.88%) Spring
6 2 (5.88%) Struts
6 2 (5.88%) Struts2
7 1 (2.94%) ActiveMQ
7 1 (2.94%) Java EE
7 1 (2.94%) JTA
Miscellaneous
1 3 (8.82%) Algorithms
2 2 (5.88%) Analytical Skills
3 1 (2.94%) Analytical Mindset
3 1 (2.94%) Data Centre
3 1 (2.94%) Distributed Denial-of-Service
3 1 (2.94%) Greenfield Project
3 1 (2.94%) Self-Motivation
Operating Systems
1 1 (2.94%) Linux
1 1 (2.94%) Unix
Processes & Methodologies
1 13 (38.24%) Agile Software Development
2 7 (20.59%) Test Automation
3 6 (17.65%) Business Intelligence
3 6 (17.65%) Machine Learning
4 5 (14.71%) Coaching
4 5 (14.71%) Dashboard Development
4 5 (14.71%) Data Management
4 5 (14.71%) Data Science
4 5 (14.71%) Integration Testing
4 5 (14.71%) Microservices
4 5 (14.71%) Open Source
4 5 (14.71%) Performance Engineering
4 5 (14.71%) Problem-Solving
4 5 (14.71%) SDET
4 5 (14.71%) Software Engineering
4 5 (14.71%) Validation
4 5 (14.71%) Visualisation
5 4 (11.76%) Analytics
5 4 (11.76%) Business Analytics
5 4 (11.76%) DevOps
Programming Languages
1 14 (41.18%) Java
2 13 (38.24%) JavaScript
3 11 (32.35%) SQL
4 7 (20.59%) C#
5 6 (17.65%) C++
5 6 (17.65%) R
6 5 (14.71%) PowerShell
7 4 (11.76%) Bash Shell
7 4 (11.76%) C
7 4 (11.76%) MATLAB
8 3 (8.82%) Ruby
9 2 (5.88%) Perl
9 2 (5.88%) PHP
9 2 (5.88%) Scala
9 2 (5.88%) VB
10 1 (2.94%) ES6
10 1 (2.94%) Go
10 1 (2.94%) T-SQL
Qualifications
1 9 (26.47%) Degree
2 2 (5.88%) Computer Science Degree
3 1 (2.94%) CCIE
3 1 (2.94%) CCNP
3 1 (2.94%) Cisco Certification
3 1 (2.94%) Numerate Degree
3 1 (2.94%) PhD
Quality Assurance & Compliance
1 1 (2.94%) QA
System Software
1 6 (17.65%) Docker
2 1 (2.94%) VMware Infrastructure
Systems Management
1 9 (26.47%) Ansible
2 4 (11.76%) Terraform
3 3 (8.82%) Packer
4 2 (5.88%) Opscode Chef
4 2 (5.88%) Puppet
5 1 (2.94%) Rundeck
Vendors
1 8 (23.53%) Microsoft
2 5 (14.71%) Cisco
2 5 (14.71%) Oracle
3 4 (11.76%) F5
4 2 (5.88%) Unisys
4 2 (5.88%) VMware
5 1 (2.94%) Alcatel-Lucent
5 1 (2.94%) Cloudera
5 1 (2.94%) Google
5 1 (2.94%) IBM
5 1 (2.94%) OutSystems
5 1 (2.94%) SAP