Period
to 15 October 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Python
Buckinghamshire > Milton Keynes
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 67 40 80
Rank change year-on-year -27 +40 -10
Permanent jobs citing Python 49 110 53
As % of all permanent IT jobs advertised in Milton Keynes 3.38% 6.60% 3.26%
As % of the Programming Languages category 6.15% 11.82% 5.56%
Number of salaries quoted 35 117 74
Milton Keynes median annual salary £44,500 £35,000 £36,000
Median salary % change year-on-year +27.14% -2.78% -10.00%
10th Percentile £27,300 £26,250 £27,500
90th Percentile £67,500 £58,400 £53,250
Buckinghamshire median annual salary £42,500 £36,250 £36,750
% change year-on-year +17.24% -1.36% -8.13%

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 797 931 953
As % of all permanent IT jobs advertised in Milton Keynes 55.04% 55.88% 58.68%
Number of salaries quoted 699 784 864
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 £28,750 £27,500
90th Percentile £63,750 £62,500 £57,125
Buckinghamshire median annual salary £45,000 £43,500 £42,500
% change year-on-year +3.45% +2.35% +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 15 October 2018.

Salary histogram for Python in Milton Keynes

For the 6 months to 15 October 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 16 (32.65%) Oracle
1 16 (32.65%) Linux
1 16 (32.65%) Bash Shell
1 16 (32.65%) Problem-Solving
2 15 (30.61%) Ansible
3 14 (28.57%) JavaScript
4 13 (26.53%) Finance
5 12 (24.49%) SQL
5 12 (24.49%) Analytics
6 11 (22.45%) Agile Software Development
7 10 (20.41%) HTML
7 10 (20.41%) Java
7 10 (20.41%) Unix
8 8 (16.33%) Shell Script
8 8 (16.33%) Korn
8 8 (16.33%) Amazon AWS
8 8 (16.33%) Data Analytics
9 7 (14.29%) DevOps
9 7 (14.29%) YAML
9 7 (14.29%) Degree
9 7 (14.29%) PostgreSQL
9 7 (14.29%) MySQL
9 7 (14.29%) CSS
9 7 (14.29%) DB2
10 6 (12.24%) J2EE
10 6 (12.24%) C++
10 6 (12.24%) Microsoft
10 6 (12.24%) Scrum
10 6 (12.24%) Migration
10 6 (12.24%) Telecoms

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 5 (10.20%) Apache Spark
2 4 (8.16%) Smallworld
2 4 (8.16%) WebSphere
2 4 (8.16%) WebSphere Application Server
3 3 (6.12%) Apache
4 2 (4.08%) Apache Pig
5 1 (2.04%) CMS
5 1 (2.04%) Confluence
5 1 (2.04%) Elasticsearch
5 1 (2.04%) JBoss
5 1 (2.04%) nginx
5 1 (2.04%) SAS
5 1 (2.04%) SharePoint
5 1 (2.04%) Tomcat
5 1 (2.04%) WordPress
Applications
1 4 (8.16%) Microsoft Office
2 2 (4.08%) Microsoft Excel
2 2 (4.08%) Spreadsheet
Business Applications
1 4 (8.16%) HFM
2 2 (4.08%) Hyperion Planning
2 2 (4.08%) Oracle EBS
3 1 (2.04%) Remedy ITSM
3 1 (2.04%) Salesforce.com CRM
Cloud Services
1 8 (16.33%) Amazon AWS
2 5 (10.20%) Microsoft Azure
3 2 (4.08%) Amazon EC2
3 2 (4.08%) AWS Lambda
3 2 (4.08%) OpenShift
3 2 (4.08%) SaaS
3 2 (4.08%) Serverless
4 1 (2.04%) GitHub
4 1 (2.04%) IaaS
4 1 (2.04%) Office 365
4 1 (2.04%) Slack
Communications & Networking
1 6 (12.24%) Internet
2 4 (8.16%) HTTP
2 4 (8.16%) SSL
3 2 (4.08%) DNS
3 2 (4.08%) Network Security
3 2 (4.08%) TCP/IP
4 1 (2.04%) BGP
4 1 (2.04%) Cisco IOS
4 1 (2.04%) F5 BIG-IP GTM
4 1 (2.04%) F5 BIG-IP LTM
4 1 (2.04%) H.323
4 1 (2.04%) IOS XR
4 1 (2.04%) LAN
4 1 (2.04%) MPLS
4 1 (2.04%) NX-OS
4 1 (2.04%) OSPF
4 1 (2.04%) SNMP
4 1 (2.04%) tcpdump
4 1 (2.04%) Wireless
4 1 (2.04%) Wireshark
Database & Business Intelligence
1 7 (14.29%) DB2
1 7 (14.29%) MySQL
1 7 (14.29%) PostgreSQL
2 6 (12.24%) DB2 UDB
3 5 (10.20%) Hadoop
3 5 (10.20%) NoSQL
3 5 (10.20%) Relational Database
4 4 (8.16%) Apache Cassandra
4 4 (8.16%) Big Data
5 3 (6.12%) Apache Hive
5 3 (6.12%) GIS
5 3 (6.12%) HBase
5 3 (6.12%) MongoDB
6 2 (4.08%) Essbase
6 2 (4.08%) Oracle Smart View
6 2 (4.08%) Redis
7 1 (2.04%) Amazon RDS
7 1 (2.04%) Data Lake
7 1 (2.04%) Power BI
7 1 (2.04%) QGIS
Development Applications
1 4 (8.16%) Introscope
1 4 (8.16%) JUnit
1 4 (8.16%) Maven
2 3 (6.12%) Git (software)
2 3 (6.12%) Jenkins
2 3 (6.12%) JIRA
3 2 (4.08%) Sonatype Nexus
4 1 (2.04%) Artifactory
4 1 (2.04%) Bitbucket
4 1 (2.04%) GitLab
4 1 (2.04%) Oracle APEX
4 1 (2.04%) Team Foundation Server
4 1 (2.04%) TeamCity
General
1 13 (26.53%) Finance
2 6 (12.24%) Marketing
2 6 (12.24%) Telecoms
3 4 (8.16%) Banking
3 4 (8.16%) Law
4 3 (6.12%) Retail
5 1 (2.04%) Billing
5 1 (2.04%) Games
5 1 (2.04%) Spanish Language
Job Titles
1 10 (20.41%) Administrator
1 10 (20.41%) Developer
2 6 (12.24%) DBA
3 4 (8.16%) Data Engineer
3 4 (8.16%) Data Manager
3 4 (8.16%) Graduate
3 4 (8.16%) Graduate Developer
3 4 (8.16%) Graduate Software Developer
3 4 (8.16%) Software Developer
3 4 (8.16%) WebSphere Administrator
3 4 (8.16%) WebSphere MQ Administrator
4 3 (6.12%) Applications Engineer
4 3 (6.12%) Applications Support
4 3 (6.12%) DevOps Engineer
5 2 (4.08%) Analyst
5 2 (4.08%) Java Developer
5 2 (4.08%) Java Engineer
5 2 (4.08%) Systems Engineer
5 2 (4.08%) Unix Administrator
5 2 (4.08%) WebSphere Portal Administrator
Libraries, Frameworks & Software Standards
1 10 (20.41%) HTML
2 7 (14.29%) CSS
2 7 (14.29%) YAML
3 6 (12.24%) J2EE
3 6 (12.24%) Spring
4 5 (10.20%) Django
4 5 (10.20%) JDBC
5 4 (8.16%) DHTML
5 4 (8.16%) Hibernate
5 4 (8.16%) JNDI
5 4 (8.16%) JSF
5 4 (8.16%) JSP
5 4 (8.16%) SOAP
5 4 (8.16%) Struts
5 4 (8.16%) Struts2
5 4 (8.16%) Web Services
5 4 (8.16%) WebSphere MQ
6 3 (6.12%) AngularJS
6 3 (6.12%) D3.js
6 3 (6.12%) LAMP
Miscellaneous
1 6 (12.24%) Computer Science
2 5 (10.20%) Analytical Skills
3 4 (8.16%) Clustering
4 3 (6.12%) Algorithms
4 3 (6.12%) User Experience
5 2 (4.08%) Augmented Reality
5 2 (4.08%) Data Centre
5 2 (4.08%) FMCG
5 2 (4.08%) Management Information System
6 1 (2.04%) Blog
6 1 (2.04%) CMDB
6 1 (2.04%) Distributed Denial-of-Service
6 1 (2.04%) Enterprise Software
6 1 (2.04%) Fintech
6 1 (2.04%) N-Tier
Operating Systems
1 16 (32.65%) Linux
2 10 (20.41%) Unix
3 3 (6.12%) Ubuntu
4 2 (4.08%) Windows
5 1 (2.04%) Android
5 1 (2.04%) Apple iOS
5 1 (2.04%) CoreOS
5 1 (2.04%) FreeBSD
5 1 (2.04%) Red Hat Enterprise Linux
5 1 (2.04%) Solaris
5 1 (2.04%) Windows Server
5 1 (2.04%) Windows Server 2012
Processes & Methodologies
1 16 (32.65%) Problem-Solving
2 12 (24.49%) Analytics
3 11 (22.45%) Agile Software Development
4 8 (16.33%) Data Analytics
5 7 (14.29%) DevOps
6 6 (12.24%) Configuration Management
6 6 (12.24%) Data Science
6 6 (12.24%) Migration
6 6 (12.24%) Performance Tuning
6 6 (12.24%) Scrum
7 5 (10.20%) Capacity Management
7 5 (10.20%) Continuous Integration
7 5 (10.20%) ERP
7 5 (10.20%) Security Management
7 5 (10.20%) Workflow
8 4 (8.16%) Data Management
8 4 (8.16%) Performance Monitoring
8 4 (8.16%) Test Automation
8 4 (8.16%) Test Scripting
8 4 (8.16%) Visualisation
Programming Languages
1 16 (32.65%) Bash Shell
2 14 (28.57%) JavaScript
3 12 (24.49%) SQL
4 10 (20.41%) Java
5 8 (16.33%) Korn
5 8 (16.33%) Shell Script
6 6 (12.24%) C++
7 5 (10.20%) Perl
7 5 (10.20%) Ruby
8 4 (8.16%) Jython
8 4 (8.16%) PHP
9 3 (6.12%) PowerShell
9 3 (6.12%) R
10 2 (4.08%) C#
11 1 (2.04%) Apex Code
11 1 (2.04%) Go
11 1 (2.04%) Magik
11 1 (2.04%) Scala
11 1 (2.04%) VB.NET
Qualifications
1 7 (14.29%) Degree
2 5 (10.20%) Computer Science Degree
3 1 (2.04%) CCIE
3 1 (2.04%) CCNP
3 1 (2.04%) Cisco Certification
3 1 (2.04%) PhD
Quality Assurance & Compliance
1 2 (4.08%) QA
2 1 (2.04%) SLA
System Software
1 3 (6.12%) Apache ZooKeeper
1 3 (6.12%) VMware Infrastructure
2 2 (4.08%) Docker
3 1 (2.04%) Veritas Cluster Server
3 1 (2.04%) Virtual Machines
Systems Management
1 15 (30.61%) Ansible
2 5 (10.20%) Puppet
3 4 (8.16%) CA Wily
3 4 (8.16%) Single Sign-On
4 2 (4.08%) Ambari
4 2 (4.08%) Hadoop YARN
4 2 (4.08%) Opscode Chef
5 1 (2.04%) Control-M
5 1 (2.04%) HAProxy
5 1 (2.04%) Kibana
5 1 (2.04%) Kubernetes
5 1 (2.04%) logstash
5 1 (2.04%) Nagios
5 1 (2.04%) NetBackup
5 1 (2.04%) Oracle ZFS
5 1 (2.04%) Red Hat Satellite
5 1 (2.04%) Rundeck
5 1 (2.04%) Unicenter
5 1 (2.04%) Xymon
5 1 (2.04%) ZABBIX
Vendors
1 16 (32.65%) Oracle
2 6 (12.24%) Microsoft
3 5 (10.20%) IBM
4 4 (8.16%) Cognizant
4 4 (8.16%) Hyperion
4 4 (8.16%) Red Hat
4 4 (8.16%) Unisys
5 3 (6.12%) Salesforce.com
5 3 (6.12%) VMware
6 1 (2.04%) Alteryx
6 1 (2.04%) Cloudera
6 1 (2.04%) F5
6 1 (2.04%) Google
6 1 (2.04%) Hortonworks
6 1 (2.04%) Infoblox
6 1 (2.04%) SolarWinds
6 1 (2.04%) Symantec
6 1 (2.04%) Tableau
6 1 (2.04%) Veritas
6 1 (2.04%) Xero