The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Python
England / East of England
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 22 44 63
Rank change year-on-year +22 +19  
Permanent jobs citing Python 572 352 347
As % of all permanent IT jobs advertised in the East of England 9.25% 5.14% 4.24%
As % of the Programming Languages category 15.92% 9.96% 8.22%
Number of salaries quoted 468 315 308
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £30,000 £30,250 £35,000
10% offered a salary of more than £70,000 £60,000 £55,000
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 the East of England with a requirement for programming language skills.

Programming Language Skills
East of England
Permanent job vacancies with a requirement for programming language skills 3593 3534 4223
As % of all permanent IT job vacancies advertised in the East of England 58.09% 51.58% 51.61%
Number of salaries quoted 3006 3117 3650
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

Python
Salary Trend in the East of England

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

Salary trend for Python in the East of England

Python
Salary Histogram in the East of England

The salary distribution of IT jobs citing Python in the East of England over the 3 months to 22 June 2017.

Salary histogram for Python in the East of England

Python
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the East of England region over the 3 months to 22 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
Cambridgeshire +13 421 £50,000 +11.11% 93
Hertfordshire -7 75 £45,000 -5.26% 16
Bedfordshire +26 25 £40,000 -27.27% 2
Essex +4 25 £35,614 -19.06% 5
Norfolk +4 17 £35,000 -45.88% 1
Suffolk +1 10 £40,000 +6.66%
Python
England

For the 6 months to 22 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 East of England region with a requirement for Python.

1 467 (43.56%) C++
2 461 (43.00%) Java
3 442 (41.23%) Degree
4 386 (36.01%) Software Engineering
5 381 (35.54%) Linux
6 367 (34.24%) Mathematics
7 354 (33.02%) Computer Science
8 314 (29.29%) C
9 272 (25.37%) C#
10 255 (23.79%) Machine Learning
11 234 (21.83%) Physics
12 229 (21.36%) Perl
13 225 (20.99%) Algorithms
14 184 (17.16%) Agile Software Development
15 183 (17.07%) JavaScript
16 169 (15.76%) PhD
17 165 (15.39%) Wireless
18 157 (14.65%) Test Automation
19 145 (13.53%) MATLAB
19 145 (13.53%) SQL
20 138 (12.87%) Windows
21 135 (12.59%) Unix
22 128 (11.94%) Artificial Intelligence
22 128 (11.94%) Amazon AWS
23 123 (11.47%) Git (software)
23 123 (11.47%) Electronics
24 122 (11.38%) DevOps
25 121 (11.29%) Computer Science Degree
26 108 (10.07%) Docker
27 105 (9.79%) Continuous Integration

Python
Co-occurring IT Skills in the East of England 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 51 (4.76%) Apache Spark
2 47 (4.38%) Elasticsearch
3 33 (3.08%) SAS
4 28 (2.61%) Apache
5 25 (2.33%) nginx
6 15 (1.40%) Tomcat
7 12 (1.12%) Drupal
8 10 (0.93%) Confluence
9 9 (0.84%) ArcGIS
9 9 (0.84%) Cloud Foundry
9 9 (0.84%) OpenStack
9 9 (0.84%) Oracle Spatial
9 9 (0.84%) SharePoint
10 6 (0.56%) DNN
11 5 (0.47%) WebLogic
11 5 (0.47%) WordPress
12 4 (0.37%) CMS
12 4 (0.37%) IIS
12 4 (0.37%) Oracle HTTP Server
12 4 (0.37%) Oracle Workflow
Applications
1 11 (1.03%) SPSS
2 6 (0.56%) Microsoft Excel
3 3 (0.28%) Microsoft PowerPoint
3 3 (0.28%) Spreadsheet
4 2 (0.19%) Simulink
5 1 (0.093%) Adobe Creative Suite
5 1 (0.093%) Microsoft Office
5 1 (0.093%) Photoshop
Business Applications
1 2 (0.19%) HFM
2 1 (0.093%) Magento
2 1 (0.093%) SAP Oil and Gas
Cloud Services
1 128 (11.94%) Amazon AWS
2 46 (4.29%) Cloud Computing
3 41 (3.82%) Microsoft Azure
4 27 (2.52%) GitHub
5 24 (2.24%) SaaS
6 12 (1.12%) Loggly
7 9 (0.84%) Google Cloud Platform
7 9 (0.84%) IaaS
8 8 (0.75%) Amazon EC2
8 8 (0.75%) AWS CloudFormation
9 5 (0.47%) Amazon S3
9 5 (0.47%) Office 365
10 4 (0.37%) Azure Machine Learning
10 4 (0.37%) PaaS
10 4 (0.37%) Route 53
10 4 (0.37%) Twilio
11 3 (0.28%) Amazon CloudWatch
11 3 (0.28%) Bluemix
11 3 (0.28%) IBM Cloud
12 1 (0.093%) Slack
Communications & Networking
1 165 (15.39%) Wireless
2 81 (7.56%) Wi-Fi
3 65 (6.06%) Bluetooth
4 50 (4.66%) TCP/IP
5 42 (3.92%) Internet
6 29 (2.71%) Firewall
7 20 (1.87%) DNS
8 19 (1.77%) HTTP
9 18 (1.68%) DVB
9 18 (1.68%) LTE
10 16 (1.49%) WLAN
11 11 (1.03%) LDAP
11 11 (1.03%) ZigBee
12 10 (0.93%) Fibre Channel
12 10 (0.93%) ICMP
12 10 (0.93%) SSH
13 9 (0.84%) SAN
14 8 (0.75%) VPN
15 7 (0.65%) Network Security
16 6 (0.56%) PPP
Database & Business Intelligence
1 70 (6.53%) NoSQL
2 69 (6.44%) Big Data
3 55 (5.13%) Hadoop
4 54 (5.04%) MySQL
5 48 (4.48%) MongoDB
6 47 (4.38%) PostgreSQL
7 39 (3.64%) Relational Database
8 38 (3.54%) SQL Server
9 23 (2.15%) GIS
10 22 (2.05%) HBase
11 17 (1.59%) Redis
11 17 (1.59%) SQL Server Reporting Services
12 16 (1.49%) SQL Server Integration Services
13 13 (1.21%) BusinessObjects
14 12 (1.12%) CouchDB
14 12 (1.12%) InfluxDB
15 11 (1.03%) QlikView
16 9 (0.84%) Apache Cassandra
16 9 (0.84%) Apache Hive
16 9 (0.84%) Text Mining
Development Applications
1 123 (11.47%) Git (software)
2 81 (7.56%) Jenkins
3 57 (5.32%) Selenium
4 35 (3.26%) JIRA
5 18 (1.68%) Visual Studio
6 17 (1.59%) HP UFT
6 17 (1.59%) WebDriver
7 16 (1.49%) Vagrant
8 15 (1.40%) Cucumber
9 13 (1.21%) Grunt
9 13 (1.21%) LabVIEW
10 12 (1.12%) Maven
10 12 (1.12%) PHPUnit
10 12 (1.12%) TeamCity
11 10 (0.93%) JUnit
12 9 (0.84%) NCrunch
12 9 (0.84%) ReSharper
13 8 (0.75%) Atlassian Bamboo
13 8 (0.75%) Subversion
14 7 (0.65%) RSpec
General
1 123 (11.47%) Electronics
2 87 (8.12%) Telecoms
3 56 (5.22%) Finance
4 27 (2.52%) Marketing
5 19 (1.77%) Retail
6 17 (1.59%) Games
7 12 (1.12%) Manufacturing
8 11 (1.03%) Banking
8 11 (1.03%) Law
9 5 (0.47%) Pharmaceutical
10 3 (0.28%) Aerospace
10 3 (0.28%) Back Office
10 3 (0.28%) Legal
11 2 (0.19%) Automotive
11 2 (0.19%) French Language
11 2 (0.19%) German Language
11 2 (0.19%) Swedish Language
12 1 (0.093%) Advertising
12 1 (0.093%) Financial Institution
12 1 (0.093%) Publishing
Job Titles
1 350 (32.65%) Developer
2 231 (21.55%) Software Engineer
3 156 (14.55%) Software Developer
4 147 (13.71%) Embedded Engineer
5 141 (13.15%) Graduate
6 132 (12.31%) C++ Software Engineer
7 71 (6.62%) Embedded Software Engineer
8 69 (6.44%) C++ Developer
9 67 (6.25%) DevOps Engineer
10 64 (5.97%) Python Developer
11 63 (5.88%) Java Developer
11 63 (5.88%) Java Engineer
12 60 (5.60%) C++ Software Developer
13 58 (5.41%) C Software Engineer
13 58 (5.41%) Test Engineer
14 55 (5.13%) C/C++ Software Engineer
14 55 (5.13%) Embedded C Engineer
15 49 (4.57%) Java Software Engineer
16 46 (4.29%) Graduate Developer
17 45 (4.20%) Embedded C++ Engineer
Libraries, Frameworks & Software Standards
1 103 (9.61%) HTML
2 91 (8.49%) .NET
3 88 (8.21%) CSS
4 62 (5.78%) Web Services
5 54 (5.04%) HTML5
6 52 (4.85%) Node.js
7 51 (4.76%) jQuery
8 44 (4.10%) AngularJS
9 43 (4.01%) Django
10 40 (3.73%) ASP.NET
11 36 (3.36%) JSON
12 35 (3.26%) React
13 32 (2.99%) CSS3
14 24 (2.24%) RESTful
15 23 (2.15%) Natural Language Processing
16 21 (1.96%) POSIX
16 21 (1.96%) REST
17 20 (1.87%) Ruby on Rails
18 17 (1.59%) XML
19 15 (1.40%) Lucene
Miscellaneous
1 354 (33.02%) Computer Science
2 225 (20.99%) Algorithms
3 81 (7.56%) Analytical Skills
4 43 (4.01%) Smart City
5 42 (3.92%) Data Structures
6 36 (3.36%) Embedded Systems
7 34 (3.17%) Internet of Things
8 31 (2.89%) User Experience
9 28 (2.61%) Augmented Reality
10 20 (1.87%) Life Science
11 18 (1.68%) Linux Command Line
12 17 (1.59%) Smartphone
13 14 (1.31%) 3D Printing
14 12 (1.12%) Foreign Exchange (FX)
15 11 (1.03%) ASIC
15 11 (1.03%) Client/Server
15 11 (1.03%) Field-Programmable Gate Array
15 11 (1.03%) Smart Home
16 10 (0.93%) Data Centre
16 10 (0.93%) Mobile App
Operating Systems
1 381 (35.54%) Linux
2 138 (12.87%) Windows
3 135 (12.59%) Unix
4 35 (3.26%) Android
5 25 (2.33%) Red Hat Enterprise Linux
6 22 (2.05%) CentOS
7 15 (1.40%) Apple iOS
7 15 (1.40%) Embedded Linux
8 14 (1.31%) Ubuntu
9 10 (0.93%) VMS
10 7 (0.65%) Mac OS
11 6 (0.56%) Solaris
12 5 (0.47%) AIX
12 5 (0.47%) Mac OS X
12 5 (0.47%) Windows Server
13 3 (0.28%) Debian
13 3 (0.28%) Mac OS X Server
14 1 (0.093%) Windows Server 2008
Processes & Methodologies
1 386 (36.01%) Software Engineering
2 367 (34.24%) Mathematics
3 255 (23.79%) Machine Learning
4 234 (21.83%) Physics
5 184 (17.16%) Agile Software Development
6 157 (14.65%) Test Automation
7 128 (11.94%) Artificial Intelligence
8 122 (11.38%) DevOps
9 105 (9.79%) Continuous Integration
10 73 (6.81%) Signal Processing
11 70 (6.53%) Statistics
11 70 (6.53%) Test Scripting
12 65 (6.06%) Open Source
13 64 (5.97%) OO
14 60 (5.60%) TDD
15 59 (5.50%) Analytics
16 57 (5.32%) Web Development
17 53 (4.94%) Mentoring
18 51 (4.76%) Multithreading
19 50 (4.66%) Visualisation
Programming Languages
1 467 (43.56%) C++
2 461 (43.00%) Java
3 314 (29.29%) C
4 272 (25.37%) C#
5 229 (21.36%) Perl
6 183 (17.07%) JavaScript
7 145 (13.53%) MATLAB
7 145 (13.53%) SQL
8 81 (7.56%) Bash Shell
9 80 (7.46%) Ruby
10 78 (7.28%) R
11 67 (6.25%) PHP
12 52 (4.85%) Shell Script
13 51 (4.76%) Embedded C
14 40 (3.73%) Scala
15 28 (2.61%) Tcl
16 26 (2.43%) Embedded C++
17 21 (1.96%) Julia
18 18 (1.68%) VB.NET
19 17 (1.59%) Assembly Language
Qualifications
1 442 (41.23%) Degree
2 169 (15.76%) PhD
3 121 (11.29%) Computer Science Degree
4 40 (3.73%) Security Cleared
5 39 (3.64%) Numerate Degree
6 16 (1.49%) Postgraduate
7 7 (0.65%) CISSP
7 7 (0.65%) Master's Degree
8 5 (0.47%) CISM
8 5 (0.47%) SANS
9 4 (0.37%) (ISC)2 CCSP
9 4 (0.37%) AWS Certification
9 4 (0.37%) CISA
9 4 (0.37%) CSSLP
10 3 (0.28%) Cisco Certification
11 2 (0.19%) CCA
11 2 (0.19%) CCNA
11 2 (0.19%) Citrix Certification
11 2 (0.19%) MCSA
11 2 (0.19%) Microsoft Certification
Quality Assurance & Compliance
1 48 (4.48%) QA
2 5 (0.47%) Data Quality
3 2 (0.19%) ISO 13485
4 1 (0.093%) Cyber Essentials
4 1 (0.093%) ISO/IEC 27001
4 1 (0.093%) Sarbanes-Oxley
System Software
1 108 (10.07%) Docker
2 73 (6.81%) Firmware
3 37 (3.45%) VMware Infrastructure
4 18 (1.68%) LXC
5 16 (1.49%) Virtual Machines
6 13 (1.21%) Active Directory
7 12 (1.12%) Hyper-V
8 7 (0.65%) KVM
9 5 (0.47%) vSphere
10 4 (0.37%) Apache Flume
11 3 (0.28%) GFS2
11 3 (0.28%) NFS
11 3 (0.28%) Xen
12 2 (0.19%) QEMU
12 2 (0.19%) Tivoli Workload Scheduler
13 1 (0.093%) HDFS
13 1 (0.093%) Slurm Workload Manager
13 1 (0.093%) Varnish
13 1 (0.093%) VirtualBox
13 1 (0.093%) XenServer
Systems Management
1 60 (5.60%) Puppet
2 58 (5.41%) Opscode Chef
3 55 (5.13%) Ansible
4 32 (2.99%) Grafana
5 23 (2.15%) ZABBIX
6 18 (1.68%) Munin
7 16 (1.49%) Salt
8 14 (1.31%) Kubernetes
9 7 (0.65%) Terraform
10 5 (0.47%) CFEngine
10 5 (0.47%) Nagios
11 4 (0.37%) BMC PATROL
11 4 (0.37%) Graphite
11 4 (0.37%) Kibana
11 4 (0.37%) Oozie
11 4 (0.37%) Oracle Enterprise Manager
11 4 (0.37%) Tivoli
12 3 (0.28%) EMC NetWorker
12 3 (0.28%) Jamf Pro
12 3 (0.28%) logstash
Vendors
1 53 (4.94%) Oracle
2 49 (4.57%) VMware
3 31 (2.89%) Microsoft
4 21 (1.96%) Tableau
5 20 (1.87%) Perforce
6 13 (1.21%) Google
6 13 (1.21%) SAP
7 12 (1.12%) SaltStack
8 11 (1.03%) Orchard
8 11 (1.03%) Red Hat
9 10 (0.93%) Brocade
10 9 (0.84%) ESRI
10 9 (0.84%) RedGate
11 8 (0.75%) CA
11 8 (0.75%) IBM
11 8 (0.75%) New Relic
12 6 (0.56%) Atlassian
12 6 (0.56%) Splunk
12 6 (0.56%) Sybase
13 5 (0.47%) Hortonworks
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 47 minutes ago
Bishop's Stortford, Hertfordshire
Senitor Associates
Salary: £30000 - £40000 per annum + Benefits
Posted: 2 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £65,000 + benefits
Posted: 1 hour ago
Cambridge, Cambridgeshire
SoCode Limited
Salary: £40k - 60k per year
Posted: 2 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £80k DoE + top benefits
Posted: 2 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k + benefits
Posted: 2 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k DoE + options
Posted: 2 hours ago
Cambridge, Cambridgeshire
Technical Futures
Salary: From £40,000 to £50,000 per annum + Excellent Benefits
Posted: 20 hours ago
Cambridge, Cambridgeshire
Real Time Recruitment Solutions
Salary: 50k - 60k Plus benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k (DoE) + top benefits
Posted: 2 days ago
Saffron Walden, Essex
ENTERPRISE RECRUITMENT LTD
Salary: £40000 - £55000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £55000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 2 days ago
Hatfield, Hertfordshire
Understanding Recruitment
Salary: £50000 - £65000 per annum + Shares, Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Tec Partners
Salary: £0.00 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £55000 Per Annum + Bonus & Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
The People Network
Salary: £35000 - £65000 per annum, Benefits plus superb benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Client Server
Salary: £40k to £50k + benefits
Posted: Yesterday
Watford, Hertfordshire
Spring Technology
Posted: 21 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Reed Technology
Salary: £40000 - £60000 per annum + SHARE OPTIONS
Posted: Yesterday
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £30k - 45k per year + Lucrative benefits+Prospects
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric
Salary: £40,000 - £60,000 (DOE)
Posted: 2 days ago
Cambridge, Cambridgeshire
SoCode Limited
Salary: £65k - 68k per year + Pension + Bonus + Package
Posted: 2 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £75k + bonus + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: Market related
Posted: 3 days ago
Hatfield, Hertfordshire
Networking People
Salary: £85000 - £100000 per annum + Bens
Posted: 2 days ago