Period
to 11 December 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Python
Buckinghamshire > Milton Keynes
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 74 43 65
Rank change year-on-year -31 +22 +2
Permanent jobs citing Python 44 97 74
As % of all permanent IT jobs advertised in Milton Keynes 3.08% 6.01% 4.47%
As % of the Programming Languages category 5.60% 11.25% 7.81%
Number of salaries quoted 32 94 87
Milton Keynes median annual salary £49,000 £35,000 £36,000
Median salary % change year-on-year +40.00% -2.78% -15.29%
10th Percentile £24,825 £27,000 £27,500
90th Percentile £67,125 £57,500 £55,000
Buckinghamshire median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -6.25% -5.88%

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 786 862 948
As % of all permanent IT jobs advertised in Milton Keynes 55.04% 53.41% 57.32%
Number of salaries quoted 676 708 875
Milton Keynes median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £27,500 £28,250 £27,800
90th Percentile £66,250 £61,250 £57,500
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 11 December 2018.

Salary histogram for Python in Milton Keynes

For the 6 months to 11 December 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 14 (31.82%) SQL
2 13 (29.55%) JavaScript
2 13 (29.55%) Bash Shell
3 12 (27.27%) Ansible
3 12 (27.27%) Problem-Solving
4 11 (25.00%) Finance
4 11 (25.00%) Agile Software Development
4 11 (25.00%) Linux
4 11 (25.00%) Analytics
4 11 (25.00%) Degree
5 10 (22.73%) Performance Tuning
6 9 (20.45%) Oracle
6 9 (20.45%) Data Science
7 8 (18.18%) Unix
7 8 (18.18%) Microsoft
7 8 (18.18%) Relational Database
7 8 (18.18%) R
7 8 (18.18%) Korn
7 8 (18.18%) Visualisation
8 7 (15.91%) Microsoft Azure
8 7 (15.91%) Git (software)
9 6 (13.64%) YAML
9 6 (13.64%) DB2 UDB
9 6 (13.64%) Computer Science
9 6 (13.64%) Business Intelligence
9 6 (13.64%) Shell Script
9 6 (13.64%) Java
9 6 (13.64%) DB2
9 6 (13.64%) PostgreSQL
9 6 (13.64%) Migration

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 4 (9.09%) WebSphere
1 4 (9.09%) WebSphere Application Server
2 3 (6.82%) Apache Spark
3 2 (4.55%) Apache
3 2 (4.55%) SAS
3 2 (4.55%) Smallworld
4 1 (2.27%) Apache Pig
4 1 (2.27%) Elasticsearch
4 1 (2.27%) JBoss
4 1 (2.27%) nginx
4 1 (2.27%) Tomcat
Applications
1 3 (6.82%) Microsoft Office
2 1 (2.27%) Microsoft Excel
2 1 (2.27%) SPSS
Business Applications
1 2 (4.55%) HFM
1 2 (4.55%) Hyperion Planning
1 2 (4.55%) Oracle EBS
2 1 (2.27%) Remedy ITSM
Cloud Services
1 7 (15.91%) Microsoft Azure
2 4 (9.09%) Amazon AWS
2 4 (9.09%) Azure Data Factory
3 1 (2.27%) AWS Lambda
3 1 (2.27%) GitHub
3 1 (2.27%) IaaS
3 1 (2.27%) Office 365
3 1 (2.27%) Serverless
3 1 (2.27%) Slack
Communications & Networking
1 4 (9.09%) DNS
1 4 (9.09%) HTTP
1 4 (9.09%) SSL
2 3 (6.82%) BGP
2 3 (6.82%) Cisco IOS
2 3 (6.82%) DHCP
2 3 (6.82%) Internet
2 3 (6.82%) IOS XR
2 3 (6.82%) MPLS
2 3 (6.82%) NX-OS
2 3 (6.82%) tcpdump
2 3 (6.82%) Wireless
2 3 (6.82%) Wireshark
3 2 (4.55%) Network Security
4 1 (2.27%) Ethernet
4 1 (2.27%) LAN
4 1 (2.27%) OSPF
4 1 (2.27%) SNMP
4 1 (2.27%) TCP/IP
4 1 (2.27%) WAN
Database & Business Intelligence
1 8 (18.18%) Relational Database
2 6 (13.64%) DB2
2 6 (13.64%) DB2 UDB
2 6 (13.64%) PostgreSQL
2 6 (13.64%) Power BI
3 4 (9.09%) Azure SQL Database
3 4 (9.09%) Microsoft Analysis Services
3 4 (9.09%) MySQL
3 4 (9.09%) SQL Server
3 4 (9.09%) SQL Server Analysis Services
3 4 (9.09%) SQL Server Integration Services
3 4 (9.09%) SQL Server Reporting Services
4 3 (6.82%) Apache Cassandra
4 3 (6.82%) Big Data
4 3 (6.82%) Hadoop
4 3 (6.82%) NoSQL
5 2 (4.55%) Apache Hive
5 2 (4.55%) HBase
5 2 (4.55%) MongoDB
6 1 (2.27%) Redis
Development Applications
1 7 (15.91%) Git (software)
2 4 (9.09%) Introscope
2 4 (9.09%) JUnit
2 4 (9.09%) Maven
3 1 (2.27%) Artifactory
3 1 (2.27%) Babel
3 1 (2.27%) Bitbucket
3 1 (2.27%) GitLab
3 1 (2.27%) gulp
3 1 (2.27%) Jenkins
3 1 (2.27%) JIRA
3 1 (2.27%) Team Foundation Server
3 1 (2.27%) TeamCity
3 1 (2.27%) Visual Studio Coded UI
3 1 (2.27%) webpack
General
1 11 (25.00%) Finance
2 5 (11.36%) Telecoms
3 4 (9.09%) Law
3 4 (9.09%) Retail
4 3 (6.82%) Banking
4 3 (6.82%) Marketing
5 1 (2.27%) Billing
5 1 (2.27%) Spanish Language
Job Titles
1 12 (27.27%) Developer
2 10 (22.73%) Administrator
3 6 (13.64%) DBA
4 4 (9.09%) Analytics Developer
4 4 (9.09%) Graduate
4 4 (9.09%) Graduate Developer
4 4 (9.09%) Graduate Software Developer
4 4 (9.09%) Software Developer
4 4 (9.09%) WebSphere Administrator
4 4 (9.09%) WebSphere MQ Administrator
5 3 (6.82%) Analyst
5 3 (6.82%) Architect
5 3 (6.82%) Network Architect
6 2 (4.55%) Data Manager
6 2 (4.55%) DB2 DBA
6 2 (4.55%) JavaScript Developer
6 2 (4.55%) Python Developer
6 2 (4.55%) Security Engineer
6 2 (4.55%) Systems Engineer
6 2 (4.55%) Unix Administrator
Libraries, Frameworks & Software Standards
1 6 (13.64%) YAML
2 5 (11.36%) CSS
2 5 (11.36%) D3.js
2 5 (11.36%) HTML
2 5 (11.36%) REST
3 4 (9.09%) .NET
3 4 (9.09%) DHTML
3 4 (9.09%) Hibernate
3 4 (9.09%) J2EE
3 4 (9.09%) JDBC
3 4 (9.09%) JNDI
3 4 (9.09%) JSF
3 4 (9.09%) JSON
3 4 (9.09%) JSP
3 4 (9.09%) SOAP
3 4 (9.09%) Spring
3 4 (9.09%) Struts
3 4 (9.09%) Struts2
3 4 (9.09%) Web Services
3 4 (9.09%) WebSphere MQ
Miscellaneous
1 3 (6.82%) Analytical Skills
1 3 (6.82%) Clustering
2 2 (4.55%) Algorithms
2 2 (4.55%) Data Centre
2 2 (4.55%) FMCG
2 2 (4.55%) Management Information System
3 1 (2.27%) CMDB
3 1 (2.27%) Distributed Denial-of-Service
3 1 (2.27%) Enterprise Software
3 1 (2.27%) Fintech
3 1 (2.27%) Greenfield Project
3 1 (2.27%) User Experience
Operating Systems
1 11 (25.00%) Linux
2 8 (18.18%) Unix
3 1 (2.27%) Android
3 1 (2.27%) Apple iOS
3 1 (2.27%) CoreOS
3 1 (2.27%) FreeBSD
3 1 (2.27%) Red Hat Enterprise Linux
3 1 (2.27%) Solaris
3 1 (2.27%) Ubuntu
Processes & Methodologies
1 12 (27.27%) Problem-Solving
2 11 (25.00%) Agile Software Development
2 11 (25.00%) Analytics
3 10 (22.73%) Performance Tuning
4 9 (20.45%) Data Science
5 8 (18.18%) Visualisation
6 6 (13.64%) Business Intelligence
6 6 (13.64%) Computer Science
6 6 (13.64%) Migration
7 5 (11.36%) Capacity Management
7 5 (11.36%) Continuous Integration
7 5 (11.36%) Data Analytics
7 5 (11.36%) Data Visualisation
7 5 (11.36%) DevOps
7 5 (11.36%) Security Management
7 5 (11.36%) Test Automation
8 4 (9.09%) Business Analytics
8 4 (9.09%) Garbage Collection
8 4 (9.09%) Records Management
8 4 (9.09%) Root Cause Analysis
Programming Languages
1 14 (31.82%) SQL
2 13 (29.55%) Bash Shell
2 13 (29.55%) JavaScript
3 8 (18.18%) Korn
3 8 (18.18%) R
4 6 (13.64%) Java
4 6 (13.64%) Shell Script
5 5 (11.36%) C++
6 4 (9.09%) Jython
7 3 (6.82%) Perl
7 3 (6.82%) PowerShell
8 2 (4.55%) Scala
9 1 (2.27%) C#
9 1 (2.27%) ES6
9 1 (2.27%) Go
9 1 (2.27%) Magik
9 1 (2.27%) MATLAB
9 1 (2.27%) PHP
9 1 (2.27%) Ruby
Qualifications
1 11 (25.00%) Degree
2 5 (11.36%) Computer Science Degree
3 2 (4.55%) PhD
4 1 (2.27%) CCIE
4 1 (2.27%) CCNP
4 1 (2.27%) Cisco Certification
Quality Assurance & Compliance
1 1 (2.27%) QA
1 1 (2.27%) SLA
System Software
1 2 (4.55%) Apache ZooKeeper
1 2 (4.55%) Docker
2 1 (2.27%) Veritas Cluster Server
2 1 (2.27%) Virtual Machines
2 1 (2.27%) VMware Infrastructure
Systems Management
1 12 (27.27%) Ansible
2 4 (9.09%) CA Wily
2 4 (9.09%) Single Sign-On
3 3 (6.82%) Puppet
4 2 (4.55%) Opscode Chef
5 1 (2.27%) Ambari
5 1 (2.27%) Control-M
5 1 (2.27%) Hadoop YARN
5 1 (2.27%) HAProxy
5 1 (2.27%) Kibana
5 1 (2.27%) Kubernetes
5 1 (2.27%) logstash
5 1 (2.27%) Munin
5 1 (2.27%) Nagios
5 1 (2.27%) NetBackup
5 1 (2.27%) Oracle ZFS
5 1 (2.27%) Red Hat Satellite
5 1 (2.27%) Unicenter
5 1 (2.27%) Xymon
5 1 (2.27%) ZABBIX
Vendors
1 9 (20.45%) Oracle
2 8 (18.18%) Microsoft
3 4 (9.09%) IBM
3 4 (9.09%) Unisys
4 3 (6.82%) Cisco
4 3 (6.82%) F5
5 2 (4.55%) Cognizant
5 2 (4.55%) Hyperion
5 2 (4.55%) Red Hat
5 2 (4.55%) Salesforce.com
6 1 (2.27%) Alcatel-Lucent
6 1 (2.27%) BMC
6 1 (2.27%) Google
6 1 (2.27%) Infoblox
6 1 (2.27%) Remedy
6 1 (2.27%) SAP
6 1 (2.27%) SolarWinds
6 1 (2.27%) Symantec
6 1 (2.27%) Veritas
6 1 (2.27%) VMware