Period
to 18 September 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 18 September 2019 with a comparison to the same period in the previous 2 years.

Python
South East > Buckinghamshire
6 months to
18 Sep 2019
Same period 2018 Same period 2017
Rank 34 74 61
Rank change year-on-year +40 -13 +39
Permanent jobs citing Python 135 85 123
As % of all permanent IT jobs advertised in Buckinghamshire 5.76% 3.28% 4.34%
As % of the Programming Languages category 12.45% 6.25% 7.75%
Number of salaries quoted 108 66 126
Buckinghamshire median annual salary £50,000 £42,500 £34,000
Median salary % change year-on-year +17.65% +25.00% -9.33%
10th Percentile £32,125 £31,500 £26,250
90th Percentile £72,500 £58,750 £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 1,084 1,360 1,587
As % of all permanent IT jobs advertised in Buckinghamshire 46.29% 52.47% 55.94%
Number of salaries quoted 911 1,201 1,375
Buckinghamshire median annual salary £45,000 £45,000 £43,463
Median salary % change year-on-year - +3.54% +2.26%
10th Percentile £28,250 £27,500 £27,500
90th Percentile £66,250 £62,500 £62,500
South East median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 18 September 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 18 September 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 +30 95 £60,000 +20.00% 10
High Wycombe +11 10 £44,500 +4.71% 5
Aylesbury +19 9 £40,000 -5.88% 2
Buckingham - 5 £50,000 - 5
Amersham -3 4 £30,000 -33.33%
Bletchley - 1 £110,000 -
Marlow - 1 £40,000 - 1
Python
South East

For the 6 months to 18 September 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 56 (41.48%) PHP
2 49 (36.30%) JavaScript
3 41 (30.37%) Degree
4 35 (25.93%) Linux
5 32 (23.70%) SQL
5 32 (23.70%) Software Engineering
6 30 (22.22%) HTML
7 29 (21.48%) Agile Software Development
8 28 (20.74%) CSS
9 27 (20.00%) Git (software)
10 26 (19.26%) Computer Science
11 25 (18.52%) Ruby
11 25 (18.52%) Problem-Solving
12 24 (17.78%) Java
13 23 (17.04%) C
14 22 (16.30%) C#
15 21 (15.56%) NoSQL
16 19 (14.07%) Docker
16 19 (14.07%) Computer Science Degree
17 18 (13.33%) Greenfield Project
17 18 (13.33%) Analytics
17 18 (13.33%) AWS
17 18 (13.33%) JIRA
18 17 (12.59%) Finance
19 16 (11.85%) Internet
19 16 (11.85%) Marketing
20 15 (11.11%) PowerShell
20 15 (11.11%) .NET
20 15 (11.11%) Apache
20 15 (11.11%) Self-Motivation

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 (11.11%) Apache
2 6 (4.44%) Confluence
3 5 (3.70%) nginx
4 4 (2.96%) SharePoint
5 3 (2.22%) SAS
6 2 (1.48%) Apache Airflow
6 2 (1.48%) Apache Pig
6 2 (1.48%) Apache Spark
6 2 (1.48%) Smallworld
6 2 (1.48%) Tomcat
7 1 (0.74%) CMS
7 1 (0.74%) WordPress
Applications
1 7 (5.19%) Microsoft Office
2 6 (4.44%) Microsoft Excel
3 5 (3.70%) GNU Octave
4 1 (0.74%) Adobe Illustrator
4 1 (0.74%) Photoshop
4 1 (0.74%) Siemens NX
4 1 (0.74%) Simulink
4 1 (0.74%) Sketch
4 1 (0.74%) SPSS
Business Applications
1 2 (1.48%) Sage X3
2 1 (0.74%) Salesforce.com CRM
2 1 (0.74%) Teamcenter
Cloud Services
1 18 (13.33%) AWS
2 14 (10.37%) SaaS
3 12 (8.89%) Power Platform
4 10 (7.41%) GitHub
5 9 (6.67%) AWS Lambda
5 9 (6.67%) Serverless
6 6 (4.44%) Google Analytics
7 5 (3.70%) Amazon S3
8 3 (2.22%) Azure
8 3 (2.22%) PaaS
9 2 (1.48%) Amazon EC2
10 1 (0.74%) Amazon ELB
10 1 (0.74%) Amazon SQS
10 1 (0.74%) AWS CloudFormation
10 1 (0.74%) Route 53
10 1 (0.74%) Virtual Private Cloud
Communications & Networking
1 16 (11.85%) Internet
2 10 (7.41%) WAN
3 8 (5.93%) DHCP
3 8 (5.93%) DNS
3 8 (5.93%) Ethernet
3 8 (5.93%) Firewall
3 8 (5.93%) IMAP
3 8 (5.93%) LAN
3 8 (5.93%) SAN
3 8 (5.93%) SMTP
3 8 (5.93%) SNMP
4 6 (4.44%) TCP/IP
5 5 (3.70%) VPN
6 4 (2.96%) HTTP
7 2 (1.48%) Bluetooth
7 2 (1.48%) Broadband
7 2 (1.48%) LTE
7 2 (1.48%) MPLS
7 2 (1.48%) Wireless
8 1 (0.74%) Network Security
Database & Business Intelligence
1 21 (15.56%) NoSQL
2 14 (10.37%) Relational Database
3 13 (9.63%) MongoDB
4 12 (8.89%) Power BI
5 10 (7.41%) MySQL
5 10 (7.41%) SQL Server
6 9 (6.67%) MariaDB
7 8 (5.93%) Amazon DynamoDB
8 7 (5.19%) QlikView
9 6 (4.44%) PostgreSQL
10 5 (3.70%) SQL Server Reporting Services
11 4 (2.96%) Redis
12 3 (2.22%) Big Data
12 3 (2.22%) GIS
13 2 (1.48%) Data Warehouse
13 2 (1.48%) Impala
13 2 (1.48%) RDBMS
13 2 (1.48%) SQL Server Analysis Services
13 2 (1.48%) SQL Server Integration Services
13 2 (1.48%) Sqoop
Development Applications
1 27 (20.00%) Git (software)
2 18 (13.33%) JIRA
3 5 (3.70%) Jenkins
4 3 (2.22%) JUnit
4 3 (2.22%) Maven
4 3 (2.22%) Subversion
5 2 (1.48%) Octopus Deploy
5 2 (1.48%) Protractor
5 2 (1.48%) Robot Framework
5 2 (1.48%) Selenium
5 2 (1.48%) Visual Studio Coded UI
6 1 (0.74%) LabVIEW
6 1 (0.74%) SoapUI
6 1 (0.74%) TeamCity
6 1 (0.74%) WebDriver
General
1 17 (12.59%) Finance
2 16 (11.85%) Marketing
3 14 (10.37%) Telecoms
4 13 (9.63%) Retail
5 8 (5.93%) Aerospace
6 7 (5.19%) Automotive
6 7 (5.19%) Billing
6 7 (5.19%) Games
7 6 (4.44%) Electronics
8 5 (3.70%) Advertising
9 2 (1.48%) Manufacturing
10 1 (0.74%) Public Sector
Job Titles
1 40 (29.63%) Developer
2 23 (17.04%) Software Engineer
3 14 (10.37%) Architect
3 14 (10.37%) Python Developer
4 12 (8.89%) Analyst
5 11 (8.15%) Applications Support
6 10 (7.41%) Application Development Manager
6 10 (7.41%) Applications Development Manager
6 10 (7.41%) Applications Manager
6 10 (7.41%) Applications Support Manager
6 10 (7.41%) Development Manager
6 10 (7.41%) Support Manager
7 9 (6.67%) Data Analyst
8 8 (5.93%) Full Stack Developer
8 8 (5.93%) Infrastructure Architect
8 8 (5.93%) Infrastructure Solutions Architect
8 8 (5.93%) Java Developer
8 8 (5.93%) Senior Software Engineer
8 8 (5.93%) Solutions Architect
9 7 (5.19%) Software Developer
Libraries, Frameworks & Software Standards
1 30 (22.22%) HTML
2 28 (20.74%) CSS
3 15 (11.11%) .NET
4 13 (9.63%) Spring
5 12 (8.89%) Node.js
6 10 (7.41%) AngularJS
7 8 (5.93%) LDAP
8 7 (5.19%) Hibernate
8 7 (5.19%) WebSockets
9 6 (4.44%) JSON
9 6 (4.44%) React
9 6 (4.44%) Spring Boot
10 5 (3.70%) ActiveMQ
10 5 (3.70%) DHTML
10 5 (3.70%) JSP
10 5 (3.70%) RabbitMQ
10 5 (3.70%) Web Services
10 5 (3.70%) XML
11 4 (2.96%) Kafka
11 4 (2.96%) REST
Miscellaneous
1 18 (13.33%) Greenfield Project
2 15 (11.11%) Self-Motivation
3 14 (10.37%) Analytical Skills
4 8 (5.93%) PKI
5 7 (5.19%) Embedded Systems
6 5 (3.70%) Enterprise Software
7 4 (2.96%) Algorithms
7 4 (2.96%) Management Information System
8 3 (2.22%) Device Driver
9 2 (1.48%) Arduino
9 2 (1.48%) Augmented Reality
9 2 (1.48%) CUDA
9 2 (1.48%) Field-Programmable Gate Array
9 2 (1.48%) Kinect
9 2 (1.48%) Oculus Rift
9 2 (1.48%) Replication
10 1 (0.74%) Analogue Electronics
10 1 (0.74%) Data Centre
10 1 (0.74%) Hybrid Cloud
10 1 (0.74%) User Experience
Operating Systems
1 35 (25.93%) Linux
2 11 (8.15%) Unix
3 10 (7.41%) FreeBSD
4 8 (5.93%) Windows
5 3 (2.22%) Apple iOS
5 3 (2.22%) Embedded Linux
6 2 (1.48%) Android
6 2 (1.48%) CentOS
6 2 (1.48%) Debian
6 2 (1.48%) Red Hat Enterprise Linux
7 1 (0.74%) FreeRTOS
7 1 (0.74%) Windows Server
Processes & Methodologies
1 32 (23.70%) Software Engineering
2 29 (21.48%) Agile Software Development
3 26 (19.26%) Computer Science
4 25 (18.52%) Problem-Solving
5 18 (13.33%) Analytics
6 14 (10.37%) ITIL
7 12 (8.89%) CRM
8 10 (7.41%) Technology Roadmap
8 10 (7.41%) Visualisation
9 9 (6.67%) Change Management
9 9 (6.67%) Front End Development
9 9 (6.67%) Mentoring
9 9 (6.67%) Microservices
9 9 (6.67%) Structured Programming
10 8 (5.93%) Decision-Making
10 8 (5.93%) eTOM
10 8 (5.93%) Mathematics
10 8 (5.93%) Network Design
10 8 (5.93%) Product Roadmap
10 8 (5.93%) TOGAF
Programming Languages
1 56 (41.48%) PHP
2 49 (36.30%) JavaScript
3 32 (23.70%) SQL
4 25 (18.52%) Ruby
5 24 (17.78%) Java
6 23 (17.04%) C
7 22 (16.30%) C#
8 15 (11.11%) PowerShell
9 13 (9.63%) Bash Shell
9 13 (9.63%) C++
10 12 (8.89%) R
11 9 (6.67%) MATLAB
11 9 (6.67%) Perl
12 7 (5.19%) Scala
13 5 (3.70%) Bourne shell
13 5 (3.70%) Embedded C
14 4 (2.96%) Java 8
15 3 (2.22%) Embedded C++
15 3 (2.22%) T-SQL
16 2 (1.48%) VB
Qualifications
1 41 (30.37%) Degree
2 19 (14.07%) Computer Science Degree
3 10 (7.41%) Cisco Certification
4 8 (5.93%) CCIE
4 8 (5.93%) TOGAF Certification
4 8 (5.93%) VMware Certified Professional (VCP)
5 2 (1.48%) CCNA
5 2 (1.48%) CCNP
5 2 (1.48%) CCVP
6 1 (0.74%) ISEB
6 1 (0.74%) ISTQB
6 1 (0.74%) Master's Degree
6 1 (0.74%) Numerate Degree
6 1 (0.74%) VCP6
Quality Assurance & Compliance
1 7 (5.19%) SLA
2 3 (2.22%) QA
3 1 (0.74%) PMO
3 1 (0.74%) PSD2
System Software
1 19 (14.07%) Docker
2 10 (7.41%) VMware Infrastructure
3 5 (3.70%) Firmware
4 4 (2.96%) HDFS
5 2 (1.48%) Apache Flume
5 2 (1.48%) vSphere
Systems Management
1 8 (5.93%) vRealize
2 7 (5.19%) Opscode Chef
3 6 (4.44%) Kubernetes
4 5 (3.70%) Ansible
4 5 (3.70%) Nagios
5 4 (2.96%) Marathon
5 4 (2.96%) Mesos
6 2 (1.48%) Hadoop YARN
6 2 (1.48%) Puppet
7 1 (0.74%) Packer
7 1 (0.74%) Rundeck
7 1 (0.74%) Terraform
Vendors
1 12 (8.89%) Microsoft
2 11 (8.15%) Salesforce.com
3 10 (7.41%) VMware
4 8 (5.93%) SAP
4 8 (5.93%) Tableau
5 7 (5.19%) Adobe
5 7 (5.19%) Xero
6 6 (4.44%) Google
7 5 (3.70%) Oracle
8 4 (2.96%) OutSystems
9 2 (1.48%) Cloudera
9 2 (1.48%) Red Hat
9 2 (1.48%) Riverbed
9 2 (1.48%) Sage
9 2 (1.48%) Talend
10 1 (0.74%) Alteryx
10 1 (0.74%) Dell
10 1 (0.74%) Siemens
10 1 (0.74%) Sophos
10 1 (0.74%) Sun