Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 January 2019 with a comparison to the same period in the previous 2 years.

Python
South East > Buckinghamshire
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 93 61 79
Rank change year-on-year -32 +18 -20
Permanent jobs citing Python 54 109 107
As % of all permanent IT jobs advertised in Buckinghamshire 2.39% 3.95% 3.70%
As % of the Programming Languages category 4.42% 7.13% 7.11%
Number of salaries quoted 40 84 102
Buckinghamshire median annual salary £45,000 £37,500 £42,500
Median salary % change year-on-year +20.00% -11.76% -5.56%
10th Percentile £31,500 £27,000 £27,500
90th Percentile £67,750 £63,000 £57,500
South East median annual salary £50,000 £50,000 £50,000

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 Buckinghamshire with a requirement for coding skills.

All Programming Languages
Buckinghamshire
Permanent vacancies with a requirement for coding skills 1,222 1,528 1,505
As % of all permanent IT jobs advertised in Buckinghamshire 54.17% 55.34% 52.04%
Number of salaries quoted 1,049 1,301 1,324
Buckinghamshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £24,750 £27,500
90th Percentile £65,000 £58,750 £60,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

Python
Job Vacancy Trend in Buckinghamshire

Job postings citing Python as a percentage of all IT jobs advertised in Buckinghamshire.

Job vacancy trend for Python in Buckinghamshire

Python
Salary Trend in Buckinghamshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Buckinghamshire.

Salary trend for Python in Buckinghamshire

Python
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Python in Buckinghamshire over the 6 months to 21 January 2019.

Salary histogram for Python in Buckinghamshire

Python
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Buckinghamshire region over the 6 months to 21 January 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes -31 38 £50,000 +42.86% 8
High Wycombe +6 6 £40,000 -11.11% 1
Aylesbury +26 2 £42,500 +6.25%
Amersham - 2 £45,000 - 3
Python
South East

For the 6 months to 21 January 2019, 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 Buckinghamshire region with a requirement for Python.

1 17 (31.48%) Agile Software Development
1 17 (31.48%) Git (software)
2 16 (29.63%) Microsoft Azure
2 16 (29.63%) JavaScript
3 15 (27.78%) SQL
4 14 (25.93%) Java
5 13 (24.07%) Test Automation
6 11 (20.37%) PowerShell
6 11 (20.37%) Microsoft
6 11 (20.37%) Retail
6 11 (20.37%) Ansible
7 10 (18.52%) Problem-Solving
7 10 (18.52%) Confluence
7 10 (18.52%) Jenkins
8 9 (16.67%) Bash Shell
8 9 (16.67%) Amazon AWS
8 9 (16.67%) Degree
8 9 (16.67%) JSON
8 9 (16.67%) Finance
8 9 (16.67%) Linux
8 9 (16.67%) DevOps
9 8 (14.81%) Data Science
9 8 (14.81%) Perl
9 8 (14.81%) Selenium
9 8 (14.81%) R
9 8 (14.81%) Analytics
10 7 (12.96%) Visualisation
10 7 (12.96%) nginx
10 7 (12.96%) JIRA
10 7 (12.96%) SQL Server

Python
Co-occurring IT Skills in Buckinghamshire 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 (18.52%) Confluence
2 7 (12.96%) nginx
3 4 (7.41%) WordPress
4 2 (3.70%) Apache Spark
4 2 (3.70%) SAS
4 2 (3.70%) WebSphere
4 2 (3.70%) WebSphere Application Server
5 1 (1.85%) ArcGIS
5 1 (1.85%) BizTalk Server
5 1 (1.85%) Cloud Foundry
5 1 (1.85%) Elasticsearch
5 1 (1.85%) Mule
5 1 (1.85%) OpenStack
Applications
1 6 (11.11%) Microsoft Office
2 2 (3.70%) SPSS
3 1 (1.85%) Microsoft Excel
Business Applications
1 1 (1.85%) HFM
1 1 (1.85%) Hyperion Planning
1 1 (1.85%) Oracle EBS
Cloud Services
1 16 (29.63%) Microsoft Azure
2 9 (16.67%) Amazon AWS
3 5 (9.26%) GitHub
4 4 (7.41%) Azure Data Factory
4 4 (7.41%) SaaS
5 3 (5.56%) G Suite
5 3 (5.56%) Google Cloud Platform
6 2 (3.70%) Amazon EC2
6 2 (3.70%) Amazon ELB
6 2 (3.70%) Amazon S3
6 2 (3.70%) Amazon SQS
6 2 (3.70%) AWS CloudFormation
6 2 (3.70%) IaaS
6 2 (3.70%) Route 53
6 2 (3.70%) Virtual Private Cloud
7 1 (1.85%) OpenShift
7 1 (1.85%) PaaS
7 1 (1.85%) Slack
Communications & Networking
1 7 (12.96%) MPLS
2 6 (11.11%) WAN
3 5 (9.26%) DHCP
3 5 (9.26%) DNS
3 5 (9.26%) Firewall
3 5 (9.26%) Wireless
4 3 (5.56%) BGP
4 3 (5.56%) Cisco IOS
4 3 (5.56%) IOS XR
4 3 (5.56%) NX-OS
4 3 (5.56%) tcpdump
4 3 (5.56%) Wireshark
5 2 (3.70%) F5 BIG-IP GTM
5 2 (3.70%) F5 BIG-IP LTM
5 2 (3.70%) HTTP
5 2 (3.70%) LAN
5 2 (3.70%) Network Security
5 2 (3.70%) SSL
5 2 (3.70%) VLAN
6 1 (1.85%) TCP/IP
Database & Business Intelligence
1 7 (12.96%) SQL Server
2 6 (11.11%) Power BI
2 6 (11.11%) Relational Database
3 5 (9.26%) GIS
4 4 (7.41%) Azure SQL Database
4 4 (7.41%) Big Data
4 4 (7.41%) Microsoft Analysis Services
4 4 (7.41%) PostgreSQL
4 4 (7.41%) SQL Server Analysis Services
4 4 (7.41%) SQL Server Integration Services
4 4 (7.41%) SQL Server Reporting Services
5 3 (5.56%) Geospatial Data
5 3 (5.56%) MySQL
5 3 (5.56%) NoSQL
6 2 (3.70%) Amazon Aurora
6 2 (3.70%) Amazon RDS
6 2 (3.70%) DB2
6 2 (3.70%) Hadoop
6 2 (3.70%) Redis
7 1 (1.85%) Neo4j
Development Applications
1 17 (31.48%) Git (software)
2 10 (18.52%) Jenkins
3 8 (14.81%) Selenium
4 7 (12.96%) JIRA
5 6 (11.11%) JMeter
6 5 (9.26%) Cucumber
6 5 (9.26%) Gatling
6 5 (9.26%) Sikuli
6 5 (9.26%) SoapUI
7 2 (3.70%) Introscope
7 2 (3.70%) JUnit
7 2 (3.70%) Maven
7 2 (3.70%) Mercurial
7 2 (3.70%) Octopus Deploy
7 2 (3.70%) TeamCity
8 1 (1.85%) Artifactory
8 1 (1.85%) Atlassian Bamboo
8 1 (1.85%) LabVIEW
8 1 (1.85%) SonarQube
8 1 (1.85%) webpack
General
1 11 (20.37%) Retail
2 9 (16.67%) Finance
3 6 (11.11%) Telecoms
4 4 (7.41%) Legal
5 3 (5.56%) Banking
5 3 (5.56%) Marketing
6 2 (3.70%) Law
7 1 (1.85%) Automotive
7 1 (1.85%) Electronics
7 1 (1.85%) French Language
7 1 (1.85%) German Language
7 1 (1.85%) Italian Language
7 1 (1.85%) Publishing
Job Titles
1 10 (18.52%) Developer
2 8 (14.81%) Test Engineer
3 7 (12.96%) Systems Engineer
4 6 (11.11%) Network Engineer
4 6 (11.11%) Software Engineer
5 5 (9.26%) Development Engineer
5 5 (9.26%) Senior Development Engineer
5 5 (9.26%) Senior Software Development Engineer
5 5 (9.26%) Senior Software Engineer
5 5 (9.26%) Senior Software Test Engineer
5 5 (9.26%) Senior Test Engineer
5 5 (9.26%) Software Development Engineer
5 5 (9.26%) Software Test Engineer
5 5 (9.26%) Test Development Engineer
6 4 (7.41%) Analytics Developer
6 4 (7.41%) Architect
6 4 (7.41%) Senior Systems Engineer
7 3 (5.56%) Network Architect
8 2 (3.70%) Graduate Developer
8 2 (3.70%) Graduate Software Developer
Libraries, Frameworks & Software Standards
1 9 (16.67%) JSON
2 6 (11.11%) REST
3 4 (7.41%) .NET
3 4 (7.41%) D3.js
4 3 (5.56%) CSS
4 3 (5.56%) Elastic Stack
4 3 (5.56%) HTML
4 3 (5.56%) Kafka
5 2 (3.70%) AngularJS
5 2 (3.70%) Django
5 2 (3.70%) Java EE
5 2 (3.70%) JDBC
5 2 (3.70%) JSP
5 2 (3.70%) Natural Language Processing
5 2 (3.70%) OAuth
5 2 (3.70%) Pyramid
5 2 (3.70%) SOAP
5 2 (3.70%) Struts
5 2 (3.70%) Struts2
5 2 (3.70%) Web Services
Miscellaneous
1 6 (11.11%) Analytical Skills
2 3 (5.56%) Algorithms
2 3 (5.56%) Driving Licence
2 3 (5.56%) Linux Command Line
2 3 (5.56%) Management Information System
2 3 (5.56%) Tandem
3 2 (3.70%) FMCG
4 1 (1.85%) Analytical Mindset
4 1 (1.85%) Cloud Native
4 1 (1.85%) Clustering
4 1 (1.85%) Data Centre
4 1 (1.85%) Data Structures
4 1 (1.85%) Distributed Denial-of-Service
4 1 (1.85%) Greenfield Project
4 1 (1.85%) User Experience
Operating Systems
1 9 (16.67%) Linux
2 6 (11.11%) Windows
3 2 (3.70%) Unix
4 1 (1.85%) CoreOS
Processes & Methodologies
1 17 (31.48%) Agile Software Development
2 13 (24.07%) Test Automation
3 10 (18.52%) Problem-Solving
4 9 (16.67%) DevOps
5 8 (14.81%) Analytics
5 8 (14.81%) Data Science
6 7 (12.96%) Visualisation
7 6 (11.11%) Business Intelligence
7 6 (11.11%) Computer Science
7 6 (11.11%) Continuous Integration
7 6 (11.11%) Open Source
7 6 (11.11%) Root Cause Analysis
8 5 (9.26%) Configuration Management
8 5 (9.26%) Data Management
8 5 (9.26%) Data Visualisation
8 5 (9.26%) Disaster Recovery
8 5 (9.26%) Integration Testing
8 5 (9.26%) Machine Learning
8 5 (9.26%) Software Engineering
8 5 (9.26%) Validation
Programming Languages
1 16 (29.63%) JavaScript
2 15 (27.78%) SQL
3 14 (25.93%) Java
4 11 (20.37%) PowerShell
5 9 (16.67%) Bash Shell
6 8 (14.81%) Perl
6 8 (14.81%) R
7 6 (11.11%) C++
8 5 (9.26%) Ruby
9 3 (5.56%) C#
10 2 (3.70%) Jython
10 2 (3.70%) Korn
10 2 (3.70%) MATLAB
10 2 (3.70%) Scala
11 1 (1.85%) C
11 1 (1.85%) ES6
11 1 (1.85%) Go
11 1 (1.85%) PHP
Qualifications
1 9 (16.67%) Degree
2 5 (9.26%) CCNP
2 5 (9.26%) Cisco Certification
3 4 (7.41%) CCNA
3 4 (7.41%) CCVP
4 2 (3.70%) Computer Science Degree
4 2 (3.70%) ISEB
4 2 (3.70%) ISTQB
4 2 (3.70%) PhD
4 2 (3.70%) Security Cleared
5 1 (1.85%) CCIE
5 1 (1.85%) Numerate Degree
Quality Assurance & Compliance
1 4 (7.41%) SLA
2 2 (3.70%) QA
System Software
1 7 (12.96%) Docker
2 2 (3.70%) Firmware
3 1 (1.85%) Apache ZooKeeper
3 1 (1.85%) VMware Infrastructure
Systems Management
1 11 (20.37%) Ansible
2 4 (7.41%) Terraform
3 3 (5.56%) Opscode Chef
3 3 (5.56%) Packer
3 3 (5.56%) Puppet
4 2 (3.70%) CA Wily
4 2 (3.70%) Kubernetes
4 2 (3.70%) Single Sign-On
5 1 (1.85%) Grafana
5 1 (1.85%) HAProxy
5 1 (1.85%) Kibana
5 1 (1.85%) logstash
5 1 (1.85%) Prometheus
5 1 (1.85%) Rundeck
Vendors
1 11 (20.37%) Microsoft
2 6 (11.11%) Cisco
2 6 (11.11%) Oracle
3 4 (7.41%) F5
3 4 (7.41%) Riverbed
4 3 (5.56%) Salesforce.com
4 3 (5.56%) Xero
5 2 (3.70%) Google
5 2 (3.70%) IBM
5 2 (3.70%) Unisys
5 2 (3.70%) VMware
6 1 (1.85%) Alcatel-Lucent
6 1 (1.85%) Citrix
6 1 (1.85%) Cloudera
6 1 (1.85%) Cognizant
6 1 (1.85%) Hortonworks
6 1 (1.85%) Hyperion
6 1 (1.85%) Juniper