Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Python
Buckinghamshire > Milton Keynes
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 42 69 65
Rank change year-on-year +27 -4 +20
Permanent jobs citing Python 95 64 104
As % of all permanent IT jobs advertised in Milton Keynes 5.73% 3.81% 3.91%
As % of the Programming Languages category 10.58% 6.50% 7.55%
Number of salaries quoted 95 81 134
Milton Keynes median annual salary £35,000 £36,000 £42,000
Median salary % change year-on-year -2.78% -14.29% +12.00%
10th Percentile £27,000 £27,500 £31,975
90th Percentile £57,500 £53,750 £56,250
Buckinghamshire median annual salary £35,000 £36,000 £41,500
% change year-on-year -2.78% -13.25% +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 898 984 1378
As % of all permanent IT jobs advertised in Milton Keynes 54.16% 58.61% 51.75%
Number of salaries quoted 744 899 1188
Milton Keynes median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £28,814 £27,500 £26,250
90th Percentile £61,775 £57,500 £53,750
Buckinghamshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +1.27%

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 23 November 2017.

Salary histogram for Python in Milton Keynes

For the 6 months to 23 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Milton Keynes region with a requirement for Python.

1 41 (43.16%) Java
2 40 (42.11%) Agile Software Development
3 37 (38.95%) SQL
4 35 (36.84%) Linux
5 31 (32.63%) C++
5 31 (32.63%) Software Engineering
6 24 (25.26%) Degree
6 24 (25.26%) Computer Science
6 24 (25.26%) Big Data
7 21 (22.11%) Scala
7 21 (22.11%) Hadoop
7 21 (22.11%) JavaScript
8 20 (21.05%) Perl
8 20 (21.05%) Finance
8 20 (21.05%) Bash Shell
9 19 (20.00%) HTML
9 19 (20.00%) C#
10 18 (18.95%) Apache Spark
11 15 (15.79%) Neural Network
11 15 (15.79%) Banking
11 15 (15.79%) Algorithms
12 14 (14.74%) Computer Vision
12 14 (14.74%) Computer Science Degree
12 14 (14.74%) Microsoft Excel
13 13 (13.68%) .NET
13 13 (13.68%) HTML5
13 13 (13.68%) Fintech
14 12 (12.63%) DevOps
14 12 (12.63%) GitHub
14 12 (12.63%) Analytics

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 18 (18.95%) Apache Spark
2 4 (4.21%) Elasticsearch
2 4 (4.21%) SAS
3 3 (3.16%) Apache
3 3 (3.16%) nginx
4 1 (1.05%) Adobe Experience Manager
4 1 (1.05%) Alfresco
4 1 (1.05%) Cloud Foundry
4 1 (1.05%) CMS
4 1 (1.05%) Liferay
4 1 (1.05%) SharePoint
4 1 (1.05%) Tomcat
Applications
1 14 (14.74%) Microsoft Excel
2 8 (8.42%) Microsoft PowerPoint
3 5 (5.26%) Microsoft Office
4 1 (1.05%) MS Visio
Business Applications
1 1 (1.05%) Remedy ITSM
Cloud Services
1 12 (12.63%) GitHub
2 7 (7.37%) Amazon AWS
3 3 (3.16%) Cloud Computing
3 3 (3.16%) SaaS
3 3 (3.16%) Serverless
4 1 (1.05%) Microsoft Azure
4 1 (1.05%) OpenShift
Communications & Networking
1 8 (8.42%) Internet
2 6 (6.32%) Firewall
3 5 (5.26%) VPN
4 4 (4.21%) TCP/IP
5 3 (3.16%) SMS
6 2 (2.11%) DNS
6 2 (2.11%) ISDN
6 2 (2.11%) Network Security
6 2 (2.11%) VoIP
7 1 (1.05%) AMQP
7 1 (1.05%) DHCP
7 1 (1.05%) HTTP
7 1 (1.05%) Intrusion Detection
7 1 (1.05%) LAN
7 1 (1.05%) PSTN
7 1 (1.05%) SMTP
7 1 (1.05%) Software-Defined Networking
7 1 (1.05%) SS7
7 1 (1.05%) VLAN
7 1 (1.05%) WAN
Database & Business Intelligence
1 24 (25.26%) Big Data
2 21 (22.11%) Hadoop
3 10 (10.53%) Apache Hive
4 9 (9.47%) NoSQL
5 8 (8.42%) MySQL
6 5 (5.26%) Impala
7 4 (4.21%) GIS
7 4 (4.21%) PostgreSQL
8 3 (3.16%) Relational Database
9 2 (2.11%) Data Lake
9 2 (2.11%) HBase
9 2 (2.11%) MS Access
9 2 (2.11%) Power BI
9 2 (2.11%) RDBMS
9 2 (2.11%) Sqoop
10 1 (1.05%) Base SAS
10 1 (1.05%) MongoDB
10 1 (1.05%) Neo4j
10 1 (1.05%) Qlik Sense
10 1 (1.05%) Spotfire
Development Applications
1 8 (8.42%) Jenkins
2 3 (3.16%) Git (software)
2 3 (3.16%) JIRA
2 3 (3.16%) JUnit
3 2 (2.11%) JMeter
3 2 (2.11%) Selenium
3 2 (2.11%) Team Foundation Server
3 2 (2.11%) Visual Studio
4 1 (1.05%) Atlassian Bamboo
4 1 (1.05%) Bitbucket
4 1 (1.05%) Burp Suite
4 1 (1.05%) Gradle
4 1 (1.05%) Maven
4 1 (1.05%) Metasploit
4 1 (1.05%) Mockito
4 1 (1.05%) Sonatype Nexus
4 1 (1.05%) Spock
4 1 (1.05%) Travis CI
General
1 20 (21.05%) Finance
2 15 (15.79%) Banking
3 7 (7.37%) Retail
4 4 (4.21%) Marketing
4 4 (4.21%) Telecoms
5 3 (3.16%) Games
6 2 (2.11%) Financial Institution
6 2 (2.11%) Law
7 1 (1.05%) Electronics
7 1 (1.05%) Legal
7 1 (1.05%) Retail Banking
7 1 (1.05%) Spanish Language
Job Titles
1 19 (20.00%) Software Engineer
2 16 (16.84%) Linux Engineer
2 16 (16.84%) Python Software Engineer
3 14 (14.74%) Developer
4 13 (13.68%) C++ Software Engineer
5 9 (9.47%) Analyst
6 8 (8.42%) Data Scientist
7 7 (7.37%) DevOps Engineer
8 6 (6.32%) Big Data Engineer
8 6 (6.32%) Big Data Specialist
8 6 (6.32%) C# Developer
8 6 (6.32%) Data Engineer
8 6 (6.32%) Junior
9 5 (5.26%) .NET Developer
9 5 (5.26%) Automation Engineer
9 5 (5.26%) AWS DevOps
9 5 (5.26%) AWS DevOps Engineer
9 5 (5.26%) C# .NET Developer
9 5 (5.26%) Linux DevOps Engineer
9 5 (5.26%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 19 (20.00%) HTML
2 13 (13.68%) .NET
2 13 (13.68%) HTML5
3 12 (12.63%) CSS
4 9 (9.47%) AngularJS
4 9 (9.47%) Polymer
4 9 (9.47%) Web Components
5 8 (8.42%) XML
6 7 (7.37%) Django
6 7 (7.37%) jQuery
6 7 (7.37%) Web Services
7 6 (6.32%) Kafka
7 6 (6.32%) REST
7 6 (6.32%) TensorFlow
8 5 (5.26%) Node.js
9 4 (4.21%) Natural Language Processing
10 3 (3.16%) CSS3
10 3 (3.16%) RabbitMQ
10 3 (3.16%) Twitter Bootstrap
10 3 (3.16%) WCF
Miscellaneous
1 24 (25.26%) Computer Science
2 15 (15.79%) Algorithms
3 13 (13.68%) Fintech
4 11 (11.58%) Analytical Skills
5 9 (9.47%) Video\Live Streaming
6 7 (7.37%) Linux Command Line
7 3 (3.16%) Data Structures
7 3 (3.16%) Greenfield Project
8 2 (2.11%) CMDB
8 2 (2.11%) CUDA
8 2 (2.11%) Cyberthreat
9 1 (1.05%) Cyber Attack
9 1 (1.05%) Cyber Defence
9 1 (1.05%) Hedge funds
9 1 (1.05%) Internet of Things
9 1 (1.05%) Management Information System
9 1 (1.05%) SCADA
9 1 (1.05%) Smart City
Operating Systems
1 35 (36.84%) Linux
2 12 (12.63%) Unix
3 8 (8.42%) Windows
4 4 (4.21%) CoreOS
4 4 (4.21%) Ubuntu
5 3 (3.16%) Windows 10
5 3 (3.16%) Windows 7
6 1 (1.05%) CentOS
6 1 (1.05%) Kali Linux
6 1 (1.05%) Mesosphere
6 1 (1.05%) Red Hat Enterprise Linux
6 1 (1.05%) SUSE
Processes & Methodologies
1 40 (42.11%) Agile Software Development
2 31 (32.63%) Software Engineering
3 15 (15.79%) Neural Network
4 14 (14.74%) Computer Vision
5 12 (12.63%) Analytics
5 12 (12.63%) DevOps
5 12 (12.63%) Mathematics
5 12 (12.63%) Open Source
5 12 (12.63%) TDD
6 11 (11.58%) Front End Development
6 11 (11.58%) Multithreading
6 11 (11.58%) Scrum
7 9 (9.47%) Business Intelligence
7 9 (9.47%) Data Transformation
8 8 (8.42%) BDD
8 8 (8.42%) Configuration Management
9 7 (7.37%) Task Automation
10 6 (6.32%) Deep Learning
10 6 (6.32%) Machine Learning
10 6 (6.32%) MVC
Programming Languages
1 41 (43.16%) Java
2 37 (38.95%) SQL
3 31 (32.63%) C++
4 21 (22.11%) JavaScript
4 21 (22.11%) Scala
5 20 (21.05%) Bash Shell
5 20 (21.05%) Perl
6 19 (20.00%) C#
7 8 (8.42%) C
7 8 (8.42%) R
8 7 (7.37%) PowerShell
9 6 (6.32%) PHP
9 6 (6.32%) Ruby
10 4 (4.21%) PL/SQL
10 4 (4.21%) T-SQL
11 3 (3.16%) Shell Script
11 3 (3.16%) VB.NET
11 3 (3.16%) VBA
12 2 (2.11%) VB
13 1 (1.05%) Embedded C++
Qualifications
1 24 (25.26%) Degree
2 14 (14.74%) Computer Science Degree
3 6 (6.32%) PhD
4 4 (4.21%) Master's Degree
5 2 (2.11%) CEH
5 2 (2.11%) CISSP
5 2 (2.11%) GCIH
5 2 (2.11%) GIAC
5 2 (2.11%) ISEB
5 2 (2.11%) ISTQB
5 2 (2.11%) OSCP
5 2 (2.11%) SANS
6 1 (1.05%) CCNA
6 1 (1.05%) CCNP
6 1 (1.05%) Chartered Engineer
6 1 (1.05%) Cisco Certification
6 1 (1.05%) CISM
Quality Assurance & Compliance
1 5 (5.26%) Data Quality
2 2 (2.11%) SLA
3 1 (1.05%) ISO/IEC 27001
3 1 (1.05%) PCI DSS
3 1 (1.05%) QA
3 1 (1.05%) Sarbanes-Oxley
System Software
1 6 (6.32%) Docker
2 2 (2.11%) Apache Flume
2 2 (2.11%) VMware Infrastructure
3 1 (1.05%) Apache ZooKeeper
3 1 (1.05%) KVM
3 1 (1.05%) Snort
3 1 (1.05%) Xen
Systems Management
1 11 (11.58%) Puppet
2 10 (10.53%) Opscode Chef
3 6 (6.32%) Ansible
4 5 (5.26%) Kubernetes
5 3 (3.16%) Nagios
6 2 (2.11%) HP Quality Center
6 2 (2.11%) Oozie
6 2 (2.11%) Systems Management Server (SMS)
7 1 (1.05%) Docker Swarm
7 1 (1.05%) Rancher
7 1 (1.05%) Suricata
7 1 (1.05%) TeamSite
Vendors
1 9 (9.47%) Google
2 6 (6.32%) Cloudera
3 5 (5.26%) Oracle
4 4 (4.21%) Remedy
5 3 (3.16%) HP
6 2 (2.11%) Fortinet
6 2 (2.11%) IBM
6 2 (2.11%) VMware
7 1 (1.05%) Adobe
7 1 (1.05%) Alcatel-Lucent
7 1 (1.05%) BMC
7 1 (1.05%) Cisco
7 1 (1.05%) Intel
7 1 (1.05%) Juniper
7 1 (1.05%) Microsoft
7 1 (1.05%) MicroStrategy
7 1 (1.05%) OpenText
7 1 (1.05%) Sophos
7 1 (1.05%) Sourcefire
7 1 (1.05%) TippingPoint