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

Python
Buckinghamshire > Milton Keynes
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 46 45 88
Rank change year-on-year -1 +43 +9
Permanent jobs citing Python 79 102 44
As % of all permanent IT jobs advertised in Milton Keynes 4.93% 6.01% 2.51%
As % of the Programming Languages category 9.23% 10.46% 4.34%
Number of salaries quoted 53 102 58
Milton Keynes median annual salary £40,500 £35,000 £35,000
Median salary % change year-on-year +15.71% - -12.50%
10th Percentile £24,965 £26,250 £23,275
90th Percentile £58,750 £57,500 £52,725
Buckinghamshire median annual salary £42,500 £37,500 £37,500
% change year-on-year +13.33% - -6.25%

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 856 975 1,014
As % of all permanent IT jobs advertised in Milton Keynes 53.40% 57.49% 57.78%
Number of salaries quoted 758 830 886
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 £28,726 £27,500
90th Percentile £62,500 £62,000 £57,500
Buckinghamshire median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +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 August 2018.

Salary histogram for Python in Milton Keynes

For the 6 months to 21 August 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 29 (36.71%) Bash Shell
2 27 (34.18%) Linux
3 24 (30.38%) Analytics
4 20 (25.32%) Amazon AWS
5 19 (24.05%) Ansible
5 19 (24.05%) Problem-Solving
5 19 (24.05%) SQL
5 19 (24.05%) Agile Software Development
6 17 (21.52%) Oracle
6 17 (21.52%) JavaScript
7 16 (20.25%) Finance
7 16 (20.25%) DevOps
8 14 (17.72%) Perl
8 14 (17.72%) Java
8 14 (17.72%) JIRA
8 14 (17.72%) Computer Science
9 13 (16.46%) Data Science
10 12 (15.19%) Unix
11 11 (13.92%) HTML
11 11 (13.92%) Scrum
11 11 (13.92%) Degree
11 11 (13.92%) Mentoring
11 11 (13.92%) Big Data
11 11 (13.92%) Data Analytics
12 10 (12.66%) MongoDB
12 10 (12.66%) QA
12 10 (12.66%) Telecoms
13 9 (11.39%) C++
13 9 (11.39%) MySQL
13 9 (11.39%) DB2

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 9 (11.39%) Apache Spark
2 8 (10.13%) SAS
3 5 (6.33%) Smallworld
4 4 (5.06%) Apache
4 4 (5.06%) WebSphere
4 4 (5.06%) WebSphere Application Server
5 3 (3.80%) Confluence
6 2 (2.53%) Apache Pig
7 1 (1.27%) CMS
7 1 (1.27%) JBoss
7 1 (1.27%) SharePoint
7 1 (1.27%) Tomcat
7 1 (1.27%) WordPress
Applications
1 4 (5.06%) Microsoft Office
2 2 (2.53%) Microsoft Excel
2 2 (2.53%) Spreadsheet
3 1 (1.27%) SPSS
Business Applications
1 4 (5.06%) HFM
2 2 (2.53%) Hyperion Planning
2 2 (2.53%) Oracle EBS
3 1 (1.27%) Remedy ITSM
3 1 (1.27%) Salesforce.com CRM
Cloud Services
1 20 (25.32%) Amazon AWS
2 9 (11.39%) Amazon S3
3 6 (7.59%) Microsoft Azure
4 5 (6.33%) Amazon EC2
5 4 (5.06%) OpenShift
6 3 (3.80%) AWS Lambda
6 3 (3.80%) GitHub
6 3 (3.80%) SaaS
6 3 (3.80%) Serverless
7 2 (2.53%) Google Cloud Platform
8 1 (1.27%) Office 365
Communications & Networking
1 7 (8.86%) Internet
2 5 (6.33%) TCP/IP
3 4 (5.06%) DNS
3 4 (5.06%) HTTP
3 4 (5.06%) SSL
4 3 (3.80%) BGP
4 3 (3.80%) DHCP
4 3 (3.80%) F5 BIG-IP GTM
4 3 (3.80%) F5 BIG-IP LTM
4 3 (3.80%) Firewall
4 3 (3.80%) LAN
4 3 (3.80%) OSPF
4 3 (3.80%) VLAN
4 3 (3.80%) WAN
5 2 (2.53%) Ethernet
5 2 (2.53%) H.323
5 2 (2.53%) Network Security
5 2 (2.53%) SMS
6 1 (1.27%) SNMP
6 1 (1.27%) VoIP
Database & Business Intelligence
1 11 (13.92%) Big Data
2 10 (12.66%) MongoDB
3 9 (11.39%) DB2
3 9 (11.39%) Hadoop
3 9 (11.39%) MySQL
4 8 (10.13%) NoSQL
5 7 (8.86%) PostgreSQL
6 6 (7.59%) DB2 UDB
7 5 (6.33%) Relational Database
8 4 (5.06%) Apache Cassandra
8 4 (5.06%) GIS
8 4 (5.06%) SQL Server
9 2 (2.53%) Apache Hive
9 2 (2.53%) Essbase
9 2 (2.53%) HBase
9 2 (2.53%) NuoDB
9 2 (2.53%) Oracle Smart View
9 2 (2.53%) Redis
9 2 (2.53%) SQL Server Integration Services
9 2 (2.53%) SQL Server Reporting Services
Development Applications
1 14 (17.72%) JIRA
2 7 (8.86%) Jenkins
3 4 (5.06%) Bitbucket
3 4 (5.06%) Introscope
3 4 (5.06%) Sonatype Nexus
4 3 (3.80%) Burp Suite
4 3 (3.80%) Git (software)
4 3 (3.80%) JUnit
4 3 (3.80%) Maven
4 3 (3.80%) Metasploit
4 3 (3.80%) Vagrant
5 1 (1.27%) Oracle APEX
5 1 (1.27%) SQL Server Management Studio (SSMS)
5 1 (1.27%) Team Foundation Server
5 1 (1.27%) TeamCity
5 1 (1.27%) Visual Studio
General
1 16 (20.25%) Finance
2 10 (12.66%) Telecoms
3 5 (6.33%) Marketing
3 5 (6.33%) Retail
4 4 (5.06%) Banking
5 3 (3.80%) Financial Institution
5 3 (3.80%) Law
5 3 (3.80%) Spanish Language
6 2 (2.53%) Billing
6 2 (2.53%) Electronics
7 1 (1.27%) Games
Job Titles
1 13 (16.46%) Developer
2 11 (13.92%) Administrator
3 8 (10.13%) QA Tester
3 8 (10.13%) Software QA Tester
3 8 (10.13%) Software Tester
3 8 (10.13%) Tester
4 7 (8.86%) Data Scientist
4 7 (8.86%) DevOps Engineer
5 6 (7.59%) Data Engineer
5 6 (7.59%) DBA
6 5 (6.33%) Analyst
6 5 (6.33%) Software Developer
7 4 (5.06%) Data Manager
7 4 (5.06%) Graduate
7 4 (5.06%) Network Engineer
7 4 (5.06%) Trainee
7 4 (5.06%) Trainee Software Tester
7 4 (5.06%) Trainee Tester
7 4 (5.06%) WebSphere Administrator
7 4 (5.06%) WebSphere MQ Administrator
Libraries, Frameworks & Software Standards
1 11 (13.92%) HTML
2 8 (10.13%) Django
2 8 (10.13%) YAML
3 7 (8.86%) J2EE
4 6 (7.59%) CSS
4 6 (7.59%) Spring
5 5 (6.33%) JDBC
6 4 (5.06%) HTML5
6 4 (5.06%) JNDI
6 4 (5.06%) SOAP
6 4 (5.06%) Web Services
6 4 (5.06%) WebSphere MQ
7 3 (3.80%) AngularJS
7 3 (3.80%) D3.js
7 3 (3.80%) Hibernate
7 3 (3.80%) JSF
7 3 (3.80%) LAMP
7 3 (3.80%) Middleware
7 3 (3.80%) Struts
7 3 (3.80%) Struts2
Miscellaneous
1 14 (17.72%) Computer Science
2 6 (7.59%) Analytical Skills
3 4 (5.06%) Clustering
3 4 (5.06%) User Experience
4 3 (3.80%) Augmented Reality
4 3 (3.80%) Cyberattack
4 3 (3.80%) Self-Motivation
5 2 (2.53%) Algorithms
5 2 (2.53%) Enterprise Software
5 2 (2.53%) FMCG
5 2 (2.53%) Management Information System
6 1 (1.27%) Blog
6 1 (1.27%) CMDB
6 1 (1.27%) Data Centre
6 1 (1.27%) Fintech
6 1 (1.27%) IVR
6 1 (1.27%) N-Tier
Operating Systems
1 27 (34.18%) Linux
2 12 (15.19%) Unix
3 7 (8.86%) Windows
4 6 (7.59%) Ubuntu
5 3 (3.80%) Debian
5 3 (3.80%) Kali Linux
6 2 (2.53%) Android
6 2 (2.53%) FreeBSD
7 1 (1.27%) Apple iOS
7 1 (1.27%) Mac OS
7 1 (1.27%) Red Hat Enterprise Linux
7 1 (1.27%) Solaris
7 1 (1.27%) Windows Server
7 1 (1.27%) Windows Server 2012
Processes & Methodologies
1 24 (30.38%) Analytics
2 19 (24.05%) Agile Software Development
2 19 (24.05%) Problem-Solving
3 16 (20.25%) DevOps
4 13 (16.46%) Data Science
5 11 (13.92%) Data Analytics
5 11 (13.92%) Mentoring
5 11 (13.92%) Scrum
6 8 (10.13%) Defect Management
6 8 (10.13%) Software Engineering
6 8 (10.13%) Test Planning
6 8 (10.13%) Test Scripting
7 7 (8.86%) Configuration Management
7 7 (8.86%) Continuous Integration
7 7 (8.86%) Machine Learning
8 6 (7.59%) ERP
8 6 (7.59%) Information Security
8 6 (7.59%) Migration
8 6 (7.59%) Performance Tuning
8 6 (7.59%) Predictive Analytics
Programming Languages
1 29 (36.71%) Bash Shell
2 19 (24.05%) SQL
3 17 (21.52%) JavaScript
4 14 (17.72%) Java
4 14 (17.72%) Perl
5 9 (11.39%) C++
5 9 (11.39%) PowerShell
5 9 (11.39%) R
6 8 (10.13%) Korn
6 8 (10.13%) Shell Script
7 7 (8.86%) C#
7 7 (8.86%) PHP
7 7 (8.86%) Ruby
8 6 (7.59%) Scala
9 4 (5.06%) Jython
10 3 (3.80%) C
10 3 (3.80%) VB.NET
11 2 (2.53%) Embedded C
11 2 (2.53%) Magik
12 1 (1.27%) Apex Code
Qualifications
1 11 (13.92%) Degree
2 8 (10.13%) Computer Science Degree
2 8 (10.13%) ISEB
3 6 (7.59%) ISTQB
4 4 (5.06%) CISSP
5 3 (3.80%) CISM
Quality Assurance & Compliance
1 10 (12.66%) QA
2 3 (3.80%) ISO/IEC 27001
2 3 (3.80%) PCI DSS
2 3 (3.80%) Sarbanes-Oxley
3 2 (2.53%) GCP
4 1 (1.27%) SLA
System Software
1 6 (7.59%) Docker
2 5 (6.33%) VMware Infrastructure
3 2 (2.53%) Apache ZooKeeper
4 1 (1.27%) Veritas Cluster Server
4 1 (1.27%) Virtual Machines
Systems Management
1 19 (24.05%) Ansible
2 4 (5.06%) CA Wily
2 4 (5.06%) Puppet
2 4 (5.06%) Single Sign-On
3 3 (3.80%) Docker Swarm
3 3 (3.80%) Kubernetes
4 2 (2.53%) Ambari
4 2 (2.53%) Hadoop YARN
4 2 (2.53%) Rundeck
5 1 (1.27%) Control-M
5 1 (1.27%) Munin
5 1 (1.27%) Nagios
5 1 (1.27%) NetBackup
5 1 (1.27%) Opscode Chef
5 1 (1.27%) Oracle ZFS
5 1 (1.27%) Red Hat Satellite
5 1 (1.27%) Unicenter
5 1 (1.27%) Xymon
5 1 (1.27%) ZABBIX
Vendors
1 17 (21.52%) Oracle
2 6 (7.59%) IBM
3 5 (6.33%) Microsoft
3 5 (6.33%) VMware
4 4 (5.06%) Cognizant
4 4 (5.06%) Hyperion
4 4 (5.06%) Red Hat
4 4 (5.06%) Salesforce.com
5 3 (3.80%) Cisco
5 3 (3.80%) F5
5 3 (3.80%) Juniper
5 3 (3.80%) Unisys
6 2 (2.53%) Avaya
6 2 (2.53%) Genesys
6 2 (2.53%) SAP
6 2 (2.53%) Tableau
6 2 (2.53%) Xero
7 1 (1.27%) BMC
7 1 (1.27%) CA
7 1 (1.27%) Veritas