Period
to 22 July 2018

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 22 July 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Buckinghamshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 52 74 92
Rank change year-on-year +22 +18 +52
Permanent jobs citing Python 134 106 86
As % of all permanent IT jobs advertised in Buckinghamshire 4.72% 3.60% 2.66%
As % of the Programming Languages category 8.85% 6.59% 5.13%
Number of salaries quoted 101 101 92
Buckinghamshire median annual salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25% -
10th Percentile £28,827 £26,250 £23,500
90th Percentile £61,000 £57,500 £53,750
South East median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% +11.11%

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 1,514 1,609 1,678
As % of all permanent IT jobs advertised in Buckinghamshire 53.35% 54.62% 51.87%
Number of salaries quoted 1,330 1,402 1,437
Buckinghamshire median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £27,500 £28,750 £27,500
90th Percentile £62,550 £62,500 £57,500
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +1.18%

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 22 July 2018.

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 22 July 2018. 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 +13 95 £37,500 +7.14% 10
High Wycombe +7 12 £45,000 - 3
Marlow 0 3 £60,000 +9.09% 1
Buckingham - 3 £50,000 -
Aylesbury +9 1 - -
Iver -2 1 - -
Python
South East

For the 6 months to 22 July 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 Buckinghamshire region with a requirement for Python.

1 48 (35.82%) Linux
2 45 (33.58%) Bash Shell
3 41 (30.60%) Java
4 38 (28.36%) Agile Software Development
5 33 (24.63%) JavaScript
6 32 (23.88%) SQL
7 31 (23.13%) C#
7 31 (23.13%) C++
8 28 (20.90%) Perl
8 28 (20.90%) Degree
9 27 (20.15%) Finance
10 26 (19.40%) Amazon AWS
11 25 (18.66%) Analytics
11 25 (18.66%) JIRA
11 25 (18.66%) Windows
12 24 (17.91%) DevOps
13 23 (17.16%) QA
13 23 (17.16%) Problem-Solving
14 22 (16.42%) PowerShell
14 22 (16.42%) Mentoring
15 21 (15.67%) Ansible
15 21 (15.67%) Big Data
15 21 (15.67%) Software Engineering
16 19 (14.18%) ISEB
16 19 (14.18%) Continuous Integration
16 19 (14.18%) NoSQL
17 18 (13.43%) Oracle
18 17 (12.69%) HTML
18 17 (12.69%) ISTQB
18 17 (12.69%) Test Automation

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 15 (11.19%) Apache Spark
2 11 (8.21%) Apache
3 9 (6.72%) SAS
4 8 (5.97%) Confluence
5 6 (4.48%) Smallworld
5 6 (4.48%) WordPress
6 4 (2.99%) WebSphere
7 3 (2.24%) WebSphere Application Server
8 2 (1.49%) Apache Pig
8 2 (1.49%) CMS
8 2 (1.49%) SharePoint
9 1 (0.75%) JBoss
9 1 (0.75%) Tomcat
Applications
1 3 (2.24%) Microsoft Excel
1 3 (2.24%) Microsoft Office
2 2 (1.49%) Spreadsheet
2 2 (1.49%) SPSS
Business Applications
1 3 (2.24%) HFM
2 2 (1.49%) Salesforce.com CRM
3 1 (0.75%) Hyperion Planning
3 1 (0.75%) Oracle EBS
3 1 (0.75%) Remedy ITSM
3 1 (0.75%) Shopify
Cloud Services
1 26 (19.40%) Amazon AWS
2 15 (11.19%) Microsoft Azure
3 9 (6.72%) Amazon S3
4 7 (5.22%) GitHub
5 6 (4.48%) Amazon EC2
5 6 (4.48%) Google Cloud Platform
6 4 (2.99%) AWS Lambda
6 4 (2.99%) OpenShift
6 4 (2.99%) Serverless
7 3 (2.24%) SaaS
8 2 (1.49%) Cloud Computing
8 2 (1.49%) G Suite
9 1 (0.75%) IBM Cloud
9 1 (0.75%) Office 365
Communications & Networking
1 7 (5.22%) TCP/IP
2 6 (4.48%) Internet
3 4 (2.99%) DNS
3 4 (2.99%) HTTP
3 4 (2.99%) VLAN
4 3 (2.24%) BGP
4 3 (2.24%) DHCP
4 3 (2.24%) F5 BIG-IP GTM
4 3 (2.24%) F5 BIG-IP LTM
4 3 (2.24%) Firewall
4 3 (2.24%) LAN
4 3 (2.24%) OSPF
4 3 (2.24%) SSL
4 3 (2.24%) WAN
5 2 (1.49%) Ethernet
5 2 (1.49%) H.323
5 2 (1.49%) SMS
6 1 (0.75%) SMTP
6 1 (0.75%) SNMP
6 1 (0.75%) VoIP
Database & Business Intelligence
1 21 (15.67%) Big Data
2 19 (14.18%) NoSQL
3 16 (11.94%) Hadoop
3 16 (11.94%) MySQL
4 13 (9.70%) Relational Database
5 10 (7.46%) Apache Cassandra
5 10 (7.46%) MongoDB
5 10 (7.46%) SQL Server
6 9 (6.72%) DB2
6 9 (6.72%) GIS
6 9 (6.72%) PostgreSQL
7 8 (5.97%) HBase
7 8 (5.97%) Redis
8 6 (4.48%) DB2 UDB
8 6 (4.48%) Neo4j
9 4 (2.99%) MariaDB
10 3 (2.24%) NewSQL
11 2 (1.49%) Amazon RDS
11 2 (1.49%) NuoDB
11 2 (1.49%) Oracle Smart View
Development Applications
1 25 (18.66%) JIRA
2 15 (11.19%) Jenkins
3 12 (8.96%) Git (software)
4 5 (3.73%) Maven
4 5 (3.73%) Selenium
5 4 (2.99%) Bitbucket
5 4 (2.99%) JUnit
5 4 (2.99%) Robot Framework
5 4 (2.99%) Sonatype Nexus
5 4 (2.99%) Vagrant
6 3 (2.24%) Burp Suite
6 3 (2.24%) Introscope
6 3 (2.24%) Mercurial
6 3 (2.24%) Metasploit
7 2 (1.49%) Oracle APEX
7 2 (1.49%) Subversion
7 2 (1.49%) TeamCity
8 1 (0.75%) Bundler
8 1 (0.75%) gulp
8 1 (0.75%) Team Foundation Server
General
1 27 (20.15%) Finance
2 12 (8.96%) Telecoms
3 8 (5.97%) Marketing
4 5 (3.73%) Banking
5 4 (2.99%) Law
5 4 (2.99%) Retail
6 3 (2.24%) Financial Institution
6 3 (2.24%) Spanish Language
7 2 (1.49%) Billing
7 2 (1.49%) Electronics
8 1 (0.75%) Games
8 1 (0.75%) Manufacturing
Job Titles
1 28 (20.90%) Developer
2 15 (11.19%) Software Developer
3 14 (10.45%) QA Tester
3 14 (10.45%) Software QA Tester
3 14 (10.45%) Software Tester
3 14 (10.45%) Tester
4 13 (9.70%) DevOps Engineer
5 12 (8.96%) Administrator
5 12 (8.96%) Data Engineer
6 10 (7.46%) Senior Developer
7 8 (5.97%) Big Data Engineer
7 8 (5.97%) Data Scientist
8 7 (5.22%) DBA
8 7 (5.22%) Java Engineer
8 7 (5.22%) Trainee
8 7 (5.22%) Trainee Software Tester
8 7 (5.22%) Trainee Tester
9 6 (4.48%) Junior
9 6 (4.48%) Senior Software Developer
9 6 (4.48%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (12.69%) HTML
2 14 (10.45%) .NET
3 12 (8.96%) CSS
3 12 (8.96%) REST
3 12 (8.96%) SOAP
4 10 (7.46%) Web Services
5 8 (5.97%) LAMP
5 8 (5.97%) Spring
5 8 (5.97%) YAML
6 7 (5.22%) AngularJS
6 7 (5.22%) HTML5
6 7 (5.22%) XML
7 6 (4.48%) Django
7 6 (4.48%) J2EE
7 6 (4.48%) jQuery
7 6 (4.48%) Kafka
7 6 (4.48%) RabbitMQ
8 5 (3.73%) .NET Framework
8 5 (3.73%) Hibernate
8 5 (3.73%) JDBC
Miscellaneous
1 16 (11.94%) Computer Science
2 8 (5.97%) Analytical Skills
3 7 (5.22%) User Experience
4 6 (4.48%) Clustering
4 6 (4.48%) Management Information System
5 5 (3.73%) Greenfield Project
6 4 (2.99%) Linux Command Line
7 3 (2.24%) Algorithms
7 3 (2.24%) Augmented Reality
7 3 (2.24%) Cyberattack
7 3 (2.24%) Embedded Systems
7 3 (2.24%) Fintech
7 3 (2.24%) Self-Motivation
8 2 (1.49%) Data Structures
8 2 (1.49%) Driving Licence
8 2 (1.49%) Enterprise Software
8 2 (1.49%) N-Tier
8 2 (1.49%) Public Cloud
9 1 (0.75%) IVR
9 1 (0.75%) Replication
Operating Systems
1 48 (35.82%) Linux
2 25 (18.66%) Windows
3 14 (10.45%) Unix
4 10 (7.46%) Android
5 7 (5.22%) Ubuntu
6 6 (4.48%) Mac OS
7 5 (3.73%) Apple iOS
8 3 (2.24%) Debian
8 3 (2.24%) Kali Linux
9 2 (1.49%) FreeBSD
9 2 (1.49%) Windows Server
9 2 (1.49%) Windows Server 2012
10 1 (0.75%) Embedded Linux
10 1 (0.75%) FreeRTOS
10 1 (0.75%) Red Hat Enterprise Linux
10 1 (0.75%) Solaris
Processes & Methodologies
1 38 (28.36%) Agile Software Development
2 25 (18.66%) Analytics
3 24 (17.91%) DevOps
4 23 (17.16%) Problem-Solving
5 22 (16.42%) Mentoring
6 21 (15.67%) Software Engineering
7 19 (14.18%) Continuous Integration
8 17 (12.69%) Test Automation
9 15 (11.19%) Test Scripting
10 14 (10.45%) Defect Management
10 14 (10.45%) Test Planning
11 13 (9.70%) Configuration Management
11 13 (9.70%) OO
12 12 (8.96%) Continuous Delivery
12 12 (8.96%) Data Science
12 12 (8.96%) Software Testing
13 11 (8.21%) Data Analytics
13 11 (8.21%) Scrum
14 10 (7.46%) OOP
15 9 (6.72%) TDD
Programming Languages
1 45 (33.58%) Bash Shell
2 41 (30.60%) Java
3 33 (24.63%) JavaScript
4 32 (23.88%) SQL
5 31 (23.13%) C#
5 31 (23.13%) C++
6 28 (20.90%) Perl
7 22 (16.42%) PowerShell
8 15 (11.19%) Scala
9 14 (10.45%) C
10 11 (8.21%) R
10 11 (8.21%) Ruby
10 11 (8.21%) Shell Script
11 9 (6.72%) Go
11 9 (6.72%) PHP
12 7 (5.22%) Korn
13 5 (3.73%) Bourne shell
13 5 (3.73%) Delphi
14 3 (2.24%) Embedded C
14 3 (2.24%) VB.NET
Qualifications
1 28 (20.90%) Degree
2 19 (14.18%) ISEB
3 17 (12.69%) ISTQB
4 9 (6.72%) Computer Science Degree
5 4 (2.99%) CISSP
6 3 (2.24%) CISM
7 2 (1.49%) Security Cleared
8 1 (0.75%) PhD
8 1 (0.75%) Postgraduate
Quality Assurance & Compliance
1 23 (17.16%) QA
2 3 (2.24%) ISO/IEC 27001
2 3 (2.24%) PCI DSS
2 3 (2.24%) Sarbanes-Oxley
3 2 (1.49%) GCP
4 1 (0.75%) SLA
System Software
1 7 (5.22%) Docker
2 6 (4.48%) Firmware
3 5 (3.73%) VMware Infrastructure
4 2 (1.49%) Apache ZooKeeper
5 1 (0.75%) Veritas Cluster Server
5 1 (0.75%) Virtual Machines
Systems Management
1 21 (15.67%) Ansible
2 5 (3.73%) Puppet
3 3 (2.24%) CA Wily
3 3 (2.24%) Docker Swarm
3 3 (2.24%) Kubernetes
3 3 (2.24%) Single Sign-On
4 2 (1.49%) Ambari
4 2 (1.49%) Hadoop YARN
4 2 (1.49%) Rundeck
5 1 (0.75%) Control-M
5 1 (0.75%) Munin
5 1 (0.75%) Nagios
5 1 (0.75%) NetBackup
5 1 (0.75%) Opscode Chef
5 1 (0.75%) Oracle ZFS
5 1 (0.75%) Red Hat Satellite
5 1 (0.75%) Unicenter
5 1 (0.75%) Xymon
5 1 (0.75%) ZABBIX
Vendors
1 18 (13.43%) Oracle
2 6 (4.48%) Cloudera
2 6 (4.48%) IBM
3 5 (3.73%) Microsoft
3 5 (3.73%) Red Hat
3 5 (3.73%) Salesforce.com
3 5 (3.73%) VMware
4 4 (2.99%) Google
4 4 (2.99%) Unisys
4 4 (2.99%) Xamarin
5 3 (2.24%) Cisco
5 3 (2.24%) Cognizant
5 3 (2.24%) F5
5 3 (2.24%) Hyperion
5 3 (2.24%) Juniper
5 3 (2.24%) Tableau
6 2 (1.49%) Avaya
6 2 (1.49%) Genesys
6 2 (1.49%) SAP
6 2 (1.49%) Xero