Period
to 22 February 2018

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

Python
Buckinghamshire > Milton Keynes
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 43 55 60
Rank change year-on-year +12 +5 +33
Permanent jobs citing Python 92 73 98
As % of all permanent IT jobs advertised in Milton Keynes 5.79% 4.39% 4.28%
As % of the Programming Languages category 10.19% 7.83% 7.27%
Number of salaries quoted 85 66 113
Milton Keynes median annual salary £34,658 £47,500 £45,000
Median salary % change year-on-year -27.04% +5.56% +28.57%
10th Percentile £27,000 £23,125 £29,500
90th Percentile £61,150 £57,500 £53,750
Buckinghamshire median annual salary £38,500 £45,000 £45,000
% change year-on-year -14.44% - +20.00%

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 903 932 1,348
As % of all permanent IT jobs advertised in Milton Keynes 56.86% 56.08% 58.81%
Number of salaries quoted 750 860 1,181
Milton Keynes median annual salary £45,000 £43,500 £40,000
Median salary % change year-on-year +3.45% +8.75% +3.90%
10th Percentile £27,500 £28,500 £26,250
90th Percentile £61,250 £60,000 £55,000
Buckinghamshire median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

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 22 February 2018.

Salary histogram for Python in Milton Keynes

For the 6 months to 22 February 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 Milton Keynes region with a requirement for Python.

1 45 (48.91%) Linux
2 41 (44.57%) Java
3 39 (42.39%) Agile Software Development
4 37 (40.22%) Bash Shell
5 32 (34.78%) C++
6 26 (28.26%) JavaScript
7 25 (27.17%) Software Engineering
8 24 (26.09%) SQL
9 23 (25.00%) Perl
9 23 (25.00%) C#
10 19 (20.65%) Computer Science
11 18 (19.57%) Windows
12 17 (18.48%) Degree
12 17 (18.48%) DevOps
13 16 (17.39%) Fintech
14 15 (16.30%) Big Data
14 15 (16.30%) PowerShell
14 15 (16.30%) HTML
14 15 (16.30%) Finance
15 14 (15.22%) VPN
15 14 (15.22%) Open Source
15 14 (15.22%) Task Automation
16 13 (14.13%) AngularJS
16 13 (14.13%) Algorithms
17 12 (13.04%) Apache Spark
17 12 (13.04%) Opscode Chef
17 12 (13.04%) Scala
17 12 (13.04%) Ruby
18 11 (11.96%) MVC
18 11 (11.96%) XML

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 12 (13.04%) Apache Spark
2 8 (8.70%) Apache
2 8 (8.70%) nginx
3 3 (3.26%) Cloud Foundry
4 2 (2.17%) CMS
4 2 (2.17%) SharePoint
5 1 (1.09%) Adobe Experience Manager
5 1 (1.09%) Alfresco
5 1 (1.09%) Elasticsearch
5 1 (1.09%) Liferay
5 1 (1.09%) SAS
5 1 (1.09%) Smallworld
5 1 (1.09%) WebSphere
5 1 (1.09%) WordPress
Applications
1 5 (5.43%) Microsoft Excel
2 3 (3.26%) Microsoft PowerPoint
3 2 (2.17%) Microsoft Office
Business Applications
1 1 (1.09%) Remedy ITSM
1 1 (1.09%) Salesforce.com CRM
Cloud Services
1 8 (8.70%) Cloud Computing
1 8 (8.70%) GitHub
1 8 (8.70%) SaaS
2 7 (7.61%) Serverless
3 3 (3.26%) Amazon AWS
3 3 (3.26%) OpenShift
4 1 (1.09%) Amazon EC2
4 1 (1.09%) AWS Lambda
4 1 (1.09%) Bluemix
4 1 (1.09%) IBM Cloud
4 1 (1.09%) Microsoft Azure
Communications & Networking
1 14 (15.22%) VPN
2 10 (10.87%) Firewall
3 7 (7.61%) Internet
3 7 (7.61%) TCP/IP
4 6 (6.52%) HTTP
4 6 (6.52%) SMTP
4 6 (6.52%) VLAN
5 3 (3.26%) SMS
6 2 (2.17%) Network Security
7 1 (1.09%) DHCP
7 1 (1.09%) DNS
7 1 (1.09%) Intrusion Detection
7 1 (1.09%) LAN
7 1 (1.09%) Software-Defined Networking
7 1 (1.09%) WAN
Database & Business Intelligence
1 15 (16.30%) Big Data
2 11 (11.96%) Hadoop
3 10 (10.87%) Relational Database
4 8 (8.70%) MySQL
5 6 (6.52%) RDBMS
6 5 (5.43%) NoSQL
7 3 (3.26%) MongoDB
7 3 (3.26%) PostgreSQL
8 2 (2.17%) Apache Hive
8 2 (2.17%) Impala
8 2 (2.17%) Power BI
9 1 (1.09%) Amazon RDS
9 1 (1.09%) GIS
9 1 (1.09%) HBase
9 1 (1.09%) NewSQL
9 1 (1.09%) Qlik Sense
9 1 (1.09%) Spotfire
9 1 (1.09%) Sqoop
Development Applications
1 8 (8.70%) Jenkins
2 7 (7.61%) JIRA
3 3 (3.26%) Git (software)
4 2 (2.17%) Maven
4 2 (2.17%) Visual Studio
5 1 (1.09%) Ant
5 1 (1.09%) Atlassian Bamboo
5 1 (1.09%) Bundler
5 1 (1.09%) Gradle
5 1 (1.09%) Grunt
5 1 (1.09%) gulp
5 1 (1.09%) JUnit
5 1 (1.09%) Oracle APEX
5 1 (1.09%) Subversion
5 1 (1.09%) TeamCity
5 1 (1.09%) Travis CI
5 1 (1.09%) Vagrant
5 1 (1.09%) webpack
General
1 15 (16.30%) Finance
2 11 (11.96%) Banking
3 7 (7.61%) Telecoms
4 6 (6.52%) Retail
5 3 (3.26%) Law
6 2 (2.17%) Games
7 1 (1.09%) Financial Institution
7 1 (1.09%) Retail Banking
Job Titles
1 19 (20.65%) Developer
2 12 (13.04%) Software Engineer
3 10 (10.87%) Administrator
3 10 (10.87%) Linux Engineer
3 10 (10.87%) Systems Administrator
4 9 (9.78%) .NET Developer
4 9 (9.78%) C++ Software Engineer
4 9 (9.78%) Linux Administrator
4 9 (9.78%) Linux Systems Administrator
4 9 (9.78%) Python Software Engineer
4 9 (9.78%) Senior Developer
5 8 (8.70%) C# .NET Developer
5 8 (8.70%) C# Developer
5 8 (8.70%) DevOps Engineer
5 8 (8.70%) Junior
6 7 (7.61%) Cloud Engineer
7 6 (6.52%) ASP.NET MVC Developer
7 6 (6.52%) Big Data Specialist
7 6 (6.52%) Software QA Tester
7 6 (6.52%) Tester
Libraries, Frameworks & Software Standards
1 15 (16.30%) HTML
2 13 (14.13%) AngularJS
3 11 (11.96%) .NET
3 11 (11.96%) XML
4 10 (10.87%) HTML5
4 10 (10.87%) Node.js
4 10 (10.87%) Web Services
5 9 (9.78%) CSS
6 8 (8.70%) JSON
6 8 (8.70%) Polymer
6 8 (8.70%) REST
6 8 (8.70%) Web Components
7 7 (7.61%) jQuery
8 5 (5.43%) Kafka
9 4 (4.35%) Hibernate
9 4 (4.35%) Spring
10 3 (3.26%) ASP.NET
10 3 (3.26%) ASP.NET MVC
10 3 (3.26%) WCF
10 3 (3.26%) WPF
Miscellaneous
1 19 (20.65%) Computer Science
2 16 (17.39%) Fintech
3 13 (14.13%) Algorithms
4 10 (10.87%) Analytical Skills
5 9 (9.78%) Greenfield Project
6 8 (8.70%) Video\Live Streaming
7 6 (6.52%) Data Structures
8 3 (3.26%) User Experience
9 2 (2.17%) Cyberthreat
9 2 (2.17%) Linux Command Line
10 1 (1.09%) Clustering
10 1 (1.09%) Cyber Defence
10 1 (1.09%) Hedge funds
10 1 (1.09%) Management Information System
10 1 (1.09%) N-Tier
10 1 (1.09%) SCADA
Operating Systems
1 45 (48.91%) Linux
2 18 (19.57%) Windows
3 7 (7.61%) Unix
4 4 (4.35%) Android
4 4 (4.35%) Mac OS
5 3 (3.26%) CentOS
5 3 (3.26%) Red Hat Enterprise Linux
5 3 (3.26%) SUSE
6 2 (2.17%) Windows 10
6 2 (2.17%) Windows 7
7 1 (1.09%) Ubuntu
7 1 (1.09%) Windows Server
7 1 (1.09%) Windows Server 2012
Processes & Methodologies
1 39 (42.39%) Agile Software Development
2 25 (27.17%) Software Engineering
3 17 (18.48%) DevOps
4 14 (15.22%) Open Source
4 14 (15.22%) Task Automation
5 11 (11.96%) Front End Development
5 11 (11.96%) MVC
6 10 (10.87%) Mentoring
6 10 (10.87%) Multithreading
7 9 (9.78%) Business Intelligence
7 9 (9.78%) Data Transformation
7 9 (9.78%) Scrum
8 8 (8.70%) Computer Vision
8 8 (8.70%) Microservices
8 8 (8.70%) Neural Network
9 7 (7.61%) Analytical Thinking
9 7 (7.61%) Analytics
9 7 (7.61%) Mathematics
9 7 (7.61%) OO
9 7 (7.61%) SDLC
Programming Languages
1 41 (44.57%) Java
2 37 (40.22%) Bash Shell
3 32 (34.78%) C++
4 26 (28.26%) JavaScript
5 24 (26.09%) SQL
6 23 (25.00%) C#
6 23 (25.00%) Perl
7 15 (16.30%) PowerShell
8 12 (13.04%) Ruby
8 12 (13.04%) Scala
9 8 (8.70%) PHP
10 6 (6.52%) C
11 4 (4.35%) Shell Script
12 3 (3.26%) R
13 1 (1.09%) Apex Code
13 1 (1.09%) Embedded C++
13 1 (1.09%) Go
13 1 (1.09%) Objective-C
13 1 (1.09%) VB.NET
Qualifications
1 17 (18.48%) Degree
2 10 (10.87%) Computer Science Degree
3 6 (6.52%) ISEB
3 6 (6.52%) ISTQB
4 2 (2.17%) CEH
4 2 (2.17%) GCIH
4 2 (2.17%) GIAC
4 2 (2.17%) OSCP
4 2 (2.17%) SANS
5 1 (1.09%) CCNA
5 1 (1.09%) CCNP
5 1 (1.09%) Cisco Certification
5 1 (1.09%) CISSP
5 1 (1.09%) PhD
Quality Assurance & Compliance
1 7 (7.61%) SLA
2 6 (6.52%) QA
3 1 (1.09%) Data Quality
System Software
1 5 (5.43%) Docker
2 1 (1.09%) Apache Flume
2 1 (1.09%) Apache ZooKeeper
2 1 (1.09%) Snort
2 1 (1.09%) VMware Infrastructure
Systems Management
1 12 (13.04%) Opscode Chef
2 11 (11.96%) Ansible
3 8 (8.70%) Nagios
3 8 (8.70%) Puppet
4 1 (1.09%) Oozie
4 1 (1.09%) Suricata
4 1 (1.09%) Systems Management Server (SMS)
4 1 (1.09%) TeamSite
Vendors
1 8 (8.70%) Google
2 7 (7.61%) Oracle
3 6 (6.52%) IBM
4 3 (3.26%) Remedy
5 2 (2.17%) Fortinet
5 2 (2.17%) Microsoft
6 1 (1.09%) Adobe
6 1 (1.09%) Alcatel-Lucent
6 1 (1.09%) BMC
6 1 (1.09%) F5
6 1 (1.09%) HP
6 1 (1.09%) Intel
6 1 (1.09%) Juniper
6 1 (1.09%) MicroStrategy
6 1 (1.09%) Red Hat
6 1 (1.09%) Salesforce.com
6 1 (1.09%) Sophos
6 1 (1.09%) Sourcefire
6 1 (1.09%) TippingPoint
6 1 (1.09%) Unisys