Period
to 21 June 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Python
Buckinghamshire > Milton Keynes
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 42 57 92
Rank change year-on-year +15 +35 +26
Permanent jobs citing Python 90 86 47
As % of all permanent IT jobs advertised in Milton Keynes 5.52% 4.95% 2.49%
As % of the Programming Languages category 9.94% 8.52% 4.21%
Number of salaries quoted 68 78 50
Milton Keynes median annual salary £35,000 £34,250 £40,750
Median salary % change year-on-year +2.19% -15.95% +1.88%
10th Percentile £28,827 £23,925 £22,725
90th Percentile £58,750 £60,750 £53,750
Buckinghamshire median annual salary £41,000 £37,500 £41,500
% change year-on-year +9.33% -9.64% +3.75%

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 905 1,009 1,117
As % of all permanent IT jobs advertised in Milton Keynes 55.52% 58.02% 59.23%
Number of salaries quoted 803 880 970
Milton Keynes median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £27,500 £28,750 £26,250
90th Percentile £62,500 £61,250 £57,625
Buckinghamshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 21 June 2018.

Salary histogram for Python in Milton Keynes

For the 6 months to 21 June 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 41 (45.56%) Bash Shell
2 36 (40.00%) Linux
3 30 (33.33%) Java
4 25 (27.78%) JavaScript
4 25 (27.78%) Perl
4 25 (27.78%) DevOps
5 23 (25.56%) Analytics
6 22 (24.44%) C++
7 21 (23.33%) Amazon AWS
8 20 (22.22%) Windows
9 19 (21.11%) C#
9 19 (21.11%) SQL
9 19 (21.11%) Agile Software Development
9 19 (21.11%) JIRA
9 19 (21.11%) Mentoring
10 17 (18.89%) PowerShell
10 17 (18.89%) Oracle
11 16 (17.78%) Computer Science
11 16 (17.78%) Ansible
12 15 (16.67%) Problem-Solving
12 15 (16.67%) QA
12 15 (16.67%) Degree
13 14 (15.56%) ISEB
13 14 (15.56%) Test Planning
13 14 (15.56%) Defect Management
14 13 (14.44%) Telecoms
14 13 (14.44%) HTML
15 12 (13.33%) Finance
15 12 (13.33%) ISTQB
15 12 (13.33%) Big Data

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 10 (11.11%) Apache Spark
2 7 (7.78%) SAS
3 5 (5.56%) Smallworld
4 4 (4.44%) Apache
5 3 (3.33%) Confluence
5 3 (3.33%) WebSphere
6 2 (2.22%) CMS
6 2 (2.22%) nginx
6 2 (2.22%) SharePoint
6 2 (2.22%) WebSphere Application Server
6 2 (2.22%) WordPress
7 1 (1.11%) Apache Pig
7 1 (1.11%) JBoss
7 1 (1.11%) Tomcat
Applications
1 2 (2.22%) Microsoft Excel
1 2 (2.22%) Microsoft Office
1 2 (2.22%) Spreadsheet
2 1 (1.11%) SPSS
Business Applications
1 2 (2.22%) HFM
1 2 (2.22%) Salesforce.com CRM
Cloud Services
1 21 (23.33%) Amazon AWS
2 9 (10.00%) Amazon S3
3 6 (6.67%) Amazon EC2
3 6 (6.67%) Microsoft Azure
4 5 (5.56%) SaaS
5 4 (4.44%) OpenShift
5 4 (4.44%) Serverless
6 3 (3.33%) AWS Lambda
6 3 (3.33%) Cloud Computing
6 3 (3.33%) GitHub
7 2 (2.22%) Google Cloud Platform
8 1 (1.11%) IBM Cloud
8 1 (1.11%) Office 365
Communications & Networking
1 9 (10.00%) TCP/IP
2 6 (6.67%) VLAN
3 5 (5.56%) Firewall
3 5 (5.56%) HTTP
3 5 (5.56%) VPN
4 4 (4.44%) Internet
5 3 (3.33%) BGP
5 3 (3.33%) DHCP
5 3 (3.33%) DNS
5 3 (3.33%) F5 BIG-IP GTM
5 3 (3.33%) F5 BIG-IP LTM
5 3 (3.33%) LAN
5 3 (3.33%) OSPF
5 3 (3.33%) SMTP
5 3 (3.33%) WAN
6 2 (2.22%) H.323
6 2 (2.22%) SMS
6 2 (2.22%) SSL
7 1 (1.11%) CTI
7 1 (1.11%) SNMP
Database & Business Intelligence
1 12 (13.33%) Big Data
2 10 (11.11%) Hadoop
2 10 (11.11%) MongoDB
3 9 (10.00%) Relational Database
4 8 (8.89%) NoSQL
5 7 (7.78%) MySQL
6 6 (6.67%) PostgreSQL
7 4 (4.44%) GIS
7 4 (4.44%) SQL Server
8 3 (3.33%) DB2
8 3 (3.33%) RDBMS
9 2 (2.22%) Amazon RDS
9 2 (2.22%) Apache Cassandra
9 2 (2.22%) Essbase
9 2 (2.22%) NuoDB
9 2 (2.22%) Oracle Smart View
9 2 (2.22%) Redis
9 2 (2.22%) SQL Server Integration Services
9 2 (2.22%) SQL Server Reporting Services
10 1 (1.11%) HBase
Development Applications
1 19 (21.11%) JIRA
2 10 (11.11%) Jenkins
3 4 (4.44%) Maven
3 4 (4.44%) Sonatype Nexus
3 4 (4.44%) Vagrant
4 3 (3.33%) Bitbucket
4 3 (3.33%) Burp Suite
4 3 (3.33%) JUnit
4 3 (3.33%) Metasploit
5 2 (2.22%) Git (software)
5 2 (2.22%) Introscope
5 2 (2.22%) Oracle APEX
6 1 (1.11%) Ant
6 1 (1.11%) Gradle
6 1 (1.11%) Grunt
6 1 (1.11%) SQL Server Management Studio (SSMS)
6 1 (1.11%) Subversion
6 1 (1.11%) TeamCity
6 1 (1.11%) Visual Studio
6 1 (1.11%) webpack
General
1 13 (14.44%) Telecoms
2 12 (13.33%) Finance
3 5 (5.56%) Retail
4 4 (4.44%) Marketing
5 3 (3.33%) Financial Institution
5 3 (3.33%) Law
6 2 (2.22%) Banking
6 2 (2.22%) Electronics
6 2 (2.22%) Spanish Language
7 1 (1.11%) Billing
7 1 (1.11%) Games
Job Titles
1 19 (21.11%) Developer
2 14 (15.56%) QA Tester
2 14 (15.56%) Software QA Tester
2 14 (15.56%) Software Tester
2 14 (15.56%) Tester
3 12 (13.33%) DevOps Engineer
4 9 (10.00%) Software Developer
5 8 (8.89%) Administrator
5 8 (8.89%) Senior Developer
6 7 (7.78%) Data Scientist
6 7 (7.78%) Trainee
6 7 (7.78%) Trainee Software Tester
6 7 (7.78%) Trainee Tester
7 6 (6.67%) Junior
7 6 (6.67%) Linux Administrator
7 6 (6.67%) Linux Systems Administrator
7 6 (6.67%) Systems Administrator
8 5 (5.56%) Data Engineer
8 5 (5.56%) Graduate
9 4 (4.44%) Associate Engineer
Libraries, Frameworks & Software Standards
1 13 (14.44%) HTML
2 8 (8.89%) CSS
3 7 (7.78%) AngularJS
3 7 (7.78%) Spring
4 6 (6.67%) Django
4 6 (6.67%) Hibernate
5 5 (5.56%) .NET
5 5 (5.56%) HTML5
5 5 (5.56%) J2EE
5 5 (5.56%) Middleware
5 5 (5.56%) Web Services
6 4 (4.44%) JDBC
6 4 (4.44%) JSON
6 4 (4.44%) LAMP
6 4 (4.44%) REST
6 4 (4.44%) WebSphere MQ
6 4 (4.44%) XML
7 3 (3.33%) JSF
7 3 (3.33%) RESTful
7 3 (3.33%) Struts2
Miscellaneous
1 16 (17.78%) Computer Science
2 8 (8.89%) Analytical Skills
3 7 (7.78%) User Experience
4 5 (5.56%) Self-Motivation
5 4 (4.44%) Clustering
6 3 (3.33%) Augmented Reality
6 3 (3.33%) Cyberattack
6 3 (3.33%) Data Structures
6 3 (3.33%) Greenfield Project
7 2 (2.22%) Algorithms
7 2 (2.22%) Fintech
7 2 (2.22%) N-Tier
8 1 (1.11%) Blog
8 1 (1.11%) Data Centre
8 1 (1.11%) Enterprise Software
8 1 (1.11%) IVR
Operating Systems
1 36 (40.00%) Linux
2 20 (22.22%) Windows
3 7 (7.78%) Ubuntu
3 7 (7.78%) Unix
4 6 (6.67%) Android
5 5 (5.56%) Mac OS
6 3 (3.33%) Debian
6 3 (3.33%) Kali Linux
7 2 (2.22%) CentOS
7 2 (2.22%) Red Hat Enterprise Linux
7 2 (2.22%) SUSE
7 2 (2.22%) Windows Server
7 2 (2.22%) Windows Server 2012
8 1 (1.11%) Apple iOS
8 1 (1.11%) FreeBSD
Processes & Methodologies
1 25 (27.78%) DevOps
2 23 (25.56%) Analytics
3 19 (21.11%) Agile Software Development
3 19 (21.11%) Mentoring
4 15 (16.67%) Problem-Solving
5 14 (15.56%) Defect Management
5 14 (15.56%) Test Planning
6 10 (11.11%) Data Science
6 10 (11.11%) OO
6 10 (11.11%) Scrum
6 10 (11.11%) Software Engineering
7 9 (10.00%) Configuration Management
7 9 (10.00%) Data Analytics
7 9 (10.00%) Mathematics
7 9 (10.00%) Test Scripting
8 8 (8.89%) OOP
9 7 (7.78%) Continuous Integration
9 7 (7.78%) Machine Learning
9 7 (7.78%) Software Testing
10 6 (6.67%) High Availability
Programming Languages
1 41 (45.56%) Bash Shell
2 30 (33.33%) Java
3 25 (27.78%) JavaScript
3 25 (27.78%) Perl
4 22 (24.44%) C++
5 19 (21.11%) C#
5 19 (21.11%) SQL
6 17 (18.89%) PowerShell
7 10 (11.11%) Ruby
8 9 (10.00%) PHP
9 8 (8.89%) R
10 7 (7.78%) C
11 6 (6.67%) Scala
12 4 (4.44%) Shell Script
13 3 (3.33%) VB.NET
14 2 (2.22%) Apex Code
14 2 (2.22%) Embedded C
14 2 (2.22%) Jython
14 2 (2.22%) Korn
15 1 (1.11%) Magik
Qualifications
1 15 (16.67%) Degree
2 14 (15.56%) ISEB
3 12 (13.33%) ISTQB
4 7 (7.78%) Computer Science Degree
5 4 (4.44%) CISSP
6 3 (3.33%) CISM
Quality Assurance & Compliance
1 15 (16.67%) QA
2 3 (3.33%) ISO/IEC 27001
2 3 (3.33%) PCI DSS
2 3 (3.33%) Sarbanes-Oxley
3 2 (2.22%) GCP
3 2 (2.22%) SLA
System Software
1 8 (8.89%) Docker
2 4 (4.44%) VMware Infrastructure
3 1 (1.11%) Apache ZooKeeper
Systems Management
1 16 (17.78%) Ansible
2 6 (6.67%) Puppet
3 3 (3.33%) Docker Swarm
3 3 (3.33%) Kubernetes
3 3 (3.33%) Nagios
4 2 (2.22%) CA Wily
4 2 (2.22%) Opscode Chef
4 2 (2.22%) Rundeck
4 2 (2.22%) Single Sign-On
5 1 (1.11%) Ambari
5 1 (1.11%) Hadoop YARN
5 1 (1.11%) Munin
5 1 (1.11%) ZABBIX
Vendors
1 17 (18.89%) Oracle
2 7 (7.78%) IBM
3 4 (4.44%) Microsoft
3 4 (4.44%) Red Hat
3 4 (4.44%) Salesforce.com
3 4 (4.44%) VMware
4 3 (3.33%) Cisco
4 3 (3.33%) F5
4 3 (3.33%) Juniper
4 3 (3.33%) Unisys
5 2 (2.22%) Avaya
5 2 (2.22%) Cognizant
5 2 (2.22%) Genesys
5 2 (2.22%) Hyperion
5 2 (2.22%) Tableau
6 1 (1.11%) Alteryx
6 1 (1.11%) Cognos
6 1 (1.11%) SAP
6 1 (1.11%) SolarWinds
6 1 (1.11%) Xero