The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Python
East of England / Bedfordshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 43 74 94
Rank change year-on-year +31 +20  
Permanent jobs citing Python 25 16 3
As % of all permanent IT jobs advertised in Bedfordshire 4.21% 1.74% 0.27%
As % of the Programming Languages category 9.33% 3.60% 0.65%
Number of salaries quoted 16 16 3
Median salary £40,000 £55,000 £35,000
Median salary % change year-on-year -27.27% +57.14%  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bedfordshire with a requirement for programming language skills.

Programming Language Skills
Bedfordshire
Permanent job vacancies with a requirement for programming language skills 268 444 462
As % of all permanent IT job vacancies advertised in Bedfordshire 45.12% 48.26% 41.89%
Number of salaries quoted 208 405 418
Median salary £42,500 £47,500 £45,000
Median salary % change year-on-year -10.52% +5.55%  
90% offered a salary of more than £30,000 £32,500 £34,000
10% offered a salary of more than £57,500 £60,000 £65,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Bedfordshire

The job posting trend of jobs advertised in Bedfordshire citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Bedfordshire

Python
Salary Trend in Bedfordshire

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

Salary trend for Python in Bedfordshire

Python
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Python in Bedfordshire over the 3 months to 23 June 2017.

Salary histogram for Python in Bedfordshire

Python
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Bedfordshire region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedford +19 10 £30,000 -
Luton +9 9 - - 3
Dunstable -7 2 £37,500 -31.81%
Shefford - 1 £42,500 -
Python
East of England

For the 6 months to 23 June 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 Bedfordshire region with a requirement for Python.

1 19 (44.19%) Agile Software Development
2 16 (37.21%) Degree
3 15 (34.88%) C#
3 15 (34.88%) SQL
4 14 (32.56%) C++
4 14 (32.56%) Computer Science
5 13 (30.23%) Java
5 13 (30.23%) Analytics
6 12 (27.91%) JavaScript
6 12 (27.91%) HTML
6 12 (27.91%) Foreign Exchange (FX)
6 12 (27.91%) Software Engineering
7 11 (25.58%) Hadoop
7 11 (25.58%) R
7 11 (25.58%) Machine Learning
7 11 (25.58%) Analytical Skills
8 10 (23.26%) Mathematics
9 9 (20.93%) Amazon AWS
9 9 (20.93%) Oracle
9 9 (20.93%) GIS
10 8 (18.60%) Customer Analytics
10 8 (18.60%) PostGIS
10 8 (18.60%) Personalization
10 8 (18.60%) ESRI
10 8 (18.60%) ArcGIS
10 8 (18.60%) PostgreSQL
10 8 (18.60%) SQL Server
10 8 (18.60%) SAS
10 8 (18.60%) Linux
10 8 (18.60%) Visualisation

Python
Co-occurring IT Skills in Bedfordshire 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 8 (18.60%) ArcGIS
1 8 (18.60%) Oracle Spatial
1 8 (18.60%) SAS
2 7 (16.28%) Apache Spark
3 6 (13.95%) Elasticsearch
4 4 (9.30%) Apache
5 3 (6.98%) Apache Solr
6 2 (4.65%) Confluence
7 1 (2.33%) Tomcat
7 1 (2.33%) WebLogic
Cloud Services
1 9 (20.93%) Amazon AWS
2 7 (16.28%) SaaS
3 3 (6.98%) Bluemix
3 3 (6.98%) IBM Cloud
4 2 (4.65%) Amazon EC2
Communications & Networking
1 5 (11.63%) TCP/IP
2 1 (2.33%) DNS
2 1 (2.33%) LDAP
2 1 (2.33%) SSH
Database & Business Intelligence
1 11 (25.58%) Hadoop
2 9 (20.93%) GIS
3 8 (18.60%) PostgreSQL
3 8 (18.60%) SQL Server
4 4 (9.30%) Apache Hive
4 4 (9.30%) Big Data
4 4 (9.30%) Impala
5 3 (6.98%) MongoDB
5 3 (6.98%) MySQL
5 3 (6.98%) NoSQL
6 1 (2.33%) Geospatial Data
Development Applications
1 7 (16.28%) Jenkins
2 5 (11.63%) gulp
3 4 (9.30%) Git (software)
4 3 (6.98%) Appcelerator Titanium
4 3 (6.98%) Babel
4 3 (6.98%) Maven
5 2 (4.65%) Jasmine
5 2 (4.65%) Karma Test Runner
5 2 (4.65%) webpack
General
1 7 (16.28%) Marketing
2 6 (13.95%) Retail
3 4 (9.30%) Banking
3 4 (9.30%) Electronics
3 4 (9.30%) Finance
4 1 (2.33%) Financial Institution
Job Titles
1 19 (44.19%) Developer
2 9 (20.93%) Cloud Engineer
2 9 (20.93%) GIS Developer
3 7 (16.28%) .NET Software Engineer
3 7 (16.28%) C# Software Engineer
3 7 (16.28%) C++ Software Engineer
3 7 (16.28%) Cloud Software Engineer
3 7 (16.28%) Head of Analytics
3 7 (16.28%) Software Engineer
4 4 (9.30%) Analytics Consultant
4 4 (9.30%) Consultant
4 4 (9.30%) Data Analytics Consultant
4 4 (9.30%) Data Consultant
4 4 (9.30%) Embedded Developer
4 4 (9.30%) Embedded Software Developer
4 4 (9.30%) Head of Customer Analytics
4 4 (9.30%) Head of Digital
4 4 (9.30%) Head of Digital Analytics
4 4 (9.30%) SAS Consultant
4 4 (9.30%) Software Developer
Libraries, Frameworks & Software Standards
1 12 (27.91%) HTML
2 8 (18.60%) PostGIS
3 7 (16.28%) .NET
3 7 (16.28%) .NET Framework
3 7 (16.28%) ASP.NET
3 7 (16.28%) Entity Framework
4 5 (11.63%) AngularJS
4 5 (11.63%) CSS
4 5 (11.63%) Web Services
5 4 (9.30%) JSON
5 4 (9.30%) Yocto
6 3 (6.98%) Django
6 3 (6.98%) Hibernate
6 3 (6.98%) jQuery
6 3 (6.98%) JSF
6 3 (6.98%) Lucene
6 3 (6.98%) Node.js
6 3 (6.98%) Redux
6 3 (6.98%) RESTful
6 3 (6.98%) Spring
Miscellaneous
1 14 (32.56%) Computer Science
2 12 (27.91%) Foreign Exchange (FX)
3 11 (25.58%) Analytical Skills
4 7 (16.28%) Algorithms
5 4 (9.30%) Social Media
6 3 (6.98%) Mobile App
7 2 (4.65%) Enterprise Software
8 1 (2.33%) Fintech
8 1 (2.33%) PKI
Operating Systems
1 8 (18.60%) Linux
2 4 (9.30%) Embedded Linux
2 4 (9.30%) Unix
3 2 (4.65%) Windows
4 1 (2.33%) AIX
4 1 (2.33%) Solaris
Processes & Methodologies
1 19 (44.19%) Agile Software Development
2 13 (30.23%) Analytics
3 12 (27.91%) Software Engineering
4 11 (25.58%) Machine Learning
5 10 (23.26%) Mathematics
6 8 (18.60%) Customer Analytics
6 8 (18.60%) Data Visualisation
6 8 (18.60%) Personalization
6 8 (18.60%) Visualisation
6 8 (18.60%) Web Development
7 7 (16.28%) Scrum
7 7 (16.28%) Yield Management
8 6 (13.95%) DevOps
8 6 (13.95%) Stakeholder Management
9 5 (11.63%) Open Source
10 4 (9.30%) Benchmarking
10 4 (9.30%) Data Management
10 4 (9.30%) Econometrics
10 4 (9.30%) Physics
10 4 (9.30%) Statistics
Programming Languages
1 15 (34.88%) C#
1 15 (34.88%) SQL
2 14 (32.56%) C++
3 13 (30.23%) Java
4 12 (27.91%) JavaScript
5 11 (25.58%) R
6 7 (16.28%) Bash Shell
7 4 (9.30%) MATLAB
8 3 (6.98%) Perl
9 2 (4.65%) PHP
9 2 (4.65%) Ruby
9 2 (4.65%) TypeScript
10 1 (2.33%) Bourne shell
10 1 (2.33%) C
10 1 (2.33%) C-shell
10 1 (2.33%) Shell Script
Qualifications
1 16 (37.21%) Degree
2 7 (16.28%) Computer Science Degree
3 4 (9.30%) Numerate Degree
3 4 (9.30%) PhD
4 2 (4.65%) AWS Certification
Quality Assurance & Compliance
1 4 (9.30%) Data Quality
System Software
1 6 (13.95%) Docker
2 4 (9.30%) Apache Flume
2 4 (9.30%) Firmware
3 2 (4.65%) Virtual Machines
Systems Management
1 5 (11.63%) Ansible
2 3 (6.98%) EMC NetWorker
3 1 (2.33%) BMC PATROL
3 1 (2.33%) Kubernetes
Vendors
1 9 (20.93%) Oracle
2 8 (18.60%) ESRI
3 4 (9.30%) Tableau
4 3 (6.98%) Xamarin
5 2 (4.65%) CA
5 2 (4.65%) CA Agile Central
6 1 (2.33%) BMC
6 1 (2.33%) Red Hat
6 1 (2.33%) Thales
6 1 (2.33%) VocaLink
Luton
TUI Group Careers
Salary: Competitive
Posted: 17 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 17 days ago