The table below looks at the statistics for Python skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Python
England / East of England
Rank 24 58 39
Rank change year-on-year
+34 -19
Permanent jobs citing Python 468 323 424
As % of all permanent IT jobs located in the East of England 8.08% 4.54% 5.80%
As % of the Programming Languages category 14.72% 9.14% 10.79%
Number of salaries quoted 403 229 332
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +2.27%
90% offered a salary of more than £30,000 £35,000 £27,500
10% offered a salary of more than £65,000 £62,500 £62,500
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the East of England region.

Programming Languages Category
East of England
Permanent IT job ads with a match in the
Programming Languages category
3180 3532 3931
As % of all permanent IT jobs located in the East of England 54.91% 49.66% 53.75%
Number of salaries quoted 2693 2949 3223
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Python
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend 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 across the East of England region.

Python Salary Trend in the East of England

Python
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Python across the East of England region over the 3 months to 19 February 2017.

Python Salary Histogram 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 19 February 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 +18 367 £45,000 - 79
Hertfordshire +3 54 £58,500 +17.00% 10
Essex +24 19 £31,498 -30.00% 4
Bedfordshire +21 13 £48,500 +38.57% 5
Norfolk -11 9 £37,500 -25.81% 2
Suffolk -9 5 £42,500 -22.72% 2
East Anglia - 1 £60,000 -
Python
England

Python
Top 30 Related IT Skills in the East of England

For the 6 months to 19 February 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.

1 383 (44.23%) C++
2 381 (44.00%) Java
2 381 (44.00%) Linux
3 322 (37.18%) Degree
4 284 (32.79%) Software Engineering
5 249 (28.75%) C
6 223 (25.75%) Agile Software Development
7 213 (24.60%) Computer Science
8 208 (24.02%) C#
9 197 (22.75%) Perl
10 181 (20.90%) Mathematics
11 155 (17.90%) JavaScript
11 155 (17.90%) Windows
12 142 (16.40%) SQL
13 140 (16.17%) Algorithms
14 113 (13.05%) Scrum
15 111 (12.82%) Physics
16 107 (12.36%) Machine Learning
17 105 (12.12%) Wireless
18 103 (11.89%) Amazon AWS
19 100 (11.55%) Electronics
19 100 (11.55%) HTML
20 97 (11.20%) Unix
21 93 (10.74%) Finance
22 91 (10.51%) PhD
23 90 (10.39%) .NET
24 89 (10.28%) Bash Shell
25 78 (9.01%) MySQL
25 78 (9.01%) Analytics
25 78 (9.01%) DevOps

Python
Top Related 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 33 (3.81%) Elasticsearch
2 25 (2.89%) SAS
3 20 (2.31%) Apache
4 16 (1.85%) Tomcat
5 14 (1.62%) Apache Spark
6 12 (1.39%) nginx
7 11 (1.27%) Confluence
7 11 (1.27%) WebLogic
8 9 (1.04%) ArcGIS
9 8 (0.92%) OpenStack
9 8 (0.92%) WordPress
10 7 (0.81%) JBoss
11 6 (0.69%) CMS
12 5 (0.58%) Oracle Spatial
12 5 (0.58%) Oracle Workflow
13 4 (0.46%) Apache Solr
13 4 (0.46%) DNN
13 4 (0.46%) GlassFish
13 4 (0.46%) SharePoint
13 4 (0.46%) WebSphere
Applications
1 13 (1.50%) MS Excel
1 13 (1.50%) SPSS
2 8 (0.92%) Simulink
3 1 (0.12%) MS PowerPoint
Business Applications
1 3 (0.35%) Oracle BPM
1 3 (0.35%) SAP Oil and Gas
2 1 (0.12%) Dynamics CRM
2 1 (0.12%) Payment Gateway
2 1 (0.12%) SAP CO
2 1 (0.12%) SAP FI
2 1 (0.12%) SAP FI/CO
Cloud Services
1 103 (11.89%) Amazon AWS
2 27 (3.12%) Cloud Computing
3 23 (2.66%) Microsoft Azure
4 16 (1.85%) SaaS
5 10 (1.15%) GitHub
6 5 (0.58%) Office 365
7 4 (0.46%) Amazon S3
7 4 (0.46%) PaaS
8 3 (0.35%) Amazon EC2
8 3 (0.35%) AWS CloudFormation
8 3 (0.35%) Route 53
8 3 (0.35%) Twilio
9 2 (0.23%) Amazon SQS
9 2 (0.23%) Google Cloud Platform
10 1 (0.12%) Amazon CloudWatch
10 1 (0.12%) Amazon ELB
10 1 (0.12%) Amazon Kinesis
10 1 (0.12%) DigitalOcean
10 1 (0.12%) Heroku
Communications & Networking
1 105 (12.12%) Wireless
2 55 (6.35%) Bluetooth
3 44 (5.08%) Wi-Fi
4 39 (4.50%) TCP/IP
5 33 (3.81%) DNS
6 29 (3.35%) Internet
7 23 (2.66%) HTTP
8 22 (2.54%) LDAP
9 18 (2.08%) Firewall
10 16 (1.85%) 802.11
11 14 (1.62%) DHCP
12 13 (1.50%) SNMP
13 12 (1.39%) Ethernet
14 11 (1.27%) SMTP
15 10 (1.15%) SAN
16 7 (0.81%) Fibre Channel
16 7 (0.81%) LTE
17 6 (0.69%) SSL
17 6 (0.69%) VLAN
17 6 (0.69%) ZigBee
Database & Business Intelligence
1 78 (9.01%) MySQL
2 71 (8.20%) Big Data
3 45 (5.20%) NoSQL
4 44 (5.08%) MongoDB
5 32 (3.70%) SQL Server
6 30 (3.46%) Hadoop
7 29 (3.35%) Relational Database
8 23 (2.66%) BusinessObjects
8 23 (2.66%) GIS
9 22 (2.54%) PostgreSQL
10 21 (2.42%) SQL Server Integration Services
11 20 (2.31%) SQL Server Reporting Services
12 15 (1.73%) QlikView
12 15 (1.73%) Spotfire
13 12 (1.39%) Data Warehouse
13 12 (1.39%) HBase
14 10 (1.15%) Lumira
14 10 (1.15%) Oracle BI EE
15 7 (0.81%) Apache Hive
15 7 (0.81%) Data Mining
Development Applications
1 76 (8.78%) Git (software)
2 49 (5.66%) Jenkins
3 43 (4.97%) Selenium
4 31 (3.58%) JIRA
5 27 (3.12%) HP UFT
6 20 (2.31%) Subversion
7 16 (1.85%) Bugzilla
7 16 (1.85%) JUnit
8 13 (1.50%) WebDriver
9 11 (1.27%) Cucumber
9 11 (1.27%) Maven
10 10 (1.15%) LoadRunner
11 9 (1.04%) Oracle APEX
12 8 (0.92%) Ant
12 8 (0.92%) Bitbucket
13 7 (0.81%) Eclipse
13 7 (0.81%) Grunt
13 7 (0.81%) SoapUI
14 5 (0.58%) GoCD
14 5 (0.58%) gulp
General
1 100 (11.55%) Electronics
2 93 (10.74%) Finance
3 64 (7.39%) Telecoms
4 25 (2.89%) Games
5 19 (2.19%) Banking
6 16 (1.85%) Marketing
7 15 (1.73%) Pharmaceutical
8 11 (1.27%) Automotive
9 7 (0.81%) Aerospace
10 6 (0.69%) Manufacturing
10 6 (0.69%) Retail
11 5 (0.58%) Legal
12 3 (0.35%) Law
Job Titles
1 270 (31.18%) Developer
2 171 (19.75%) Software Engineer
3 104 (12.01%) Software Developer
4 103 (11.89%) Embedded Engineer
5 94 (10.85%) C++ Software Engineer
6 81 (9.35%) Test Engineer
7 80 (9.24%) Java Developer
8 71 (8.20%) Graduate
9 64 (7.39%) Java Engineer
10 58 (6.70%) C++ Developer
11 57 (6.58%) Embedded Software Engineer
12 56 (6.47%) Analyst
13 55 (6.35%) DevOps Engineer
14 52 (6.00%) Linux Engineer
15 48 (5.54%) Software Test Engineer
16 46 (5.31%) Java Software Engineer
17 39 (4.50%) Embedded C Engineer
17 39 (4.50%) Embedded C++ Engineer
17 39 (4.50%) Python Developer
17 39 (4.50%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 100 (11.55%) HTML
2 90 (10.39%) .NET
3 77 (8.89%) CSS
4 67 (7.74%) Web Services
5 58 (6.70%) HTML5
6 56 (6.47%) XML
7 45 (5.20%) jQuery
8 37 (4.27%) ASP.NET
9 35 (4.04%) JSON
10 34 (3.93%) RESTful
11 33 (3.81%) Django
11 33 (3.81%) Node.js
12 29 (3.35%) AngularJS
13 26 (3.00%) CSS3
14 24 (2.77%) REST
15 18 (2.08%) Spring
16 17 (1.96%) 802.1X
16 17 (1.96%) Qt
17 15 (1.73%) LAMP
17 15 (1.73%) Natural Language Processing
Miscellaneous
1 213 (24.60%) Computer Science
2 181 (20.90%) Mathematics
3 140 (16.17%) Algorithms
4 111 (12.82%) Physics
5 75 (8.66%) Analytical Skills
6 50 (5.77%) Visualisation
7 42 (4.85%) Artificial Intelligence
8 32 (3.70%) Linux Command Line
9 26 (3.00%) User Experience
10 23 (2.66%) Embedded Systems
11 22 (2.54%) Neural Network
12 20 (2.31%) Statistics
13 19 (2.19%) Data Structures
13 19 (2.19%) Mobile App
14 18 (2.08%) Informatics
14 18 (2.08%) Internet of Things
14 18 (2.08%) Life Science
15 14 (1.62%) Device Driver
16 13 (1.50%) Enterprise Software
17 10 (1.15%) Data Centre
Operating Systems
1 381 (44.00%) Linux
2 155 (17.90%) Windows
3 97 (11.20%) Unix
4 27 (3.12%) Android
4 27 (3.12%) Ubuntu
5 17 (1.96%) Red Hat Enterprise Linux
6 15 (1.73%) Windows Server
7 14 (1.62%) CentOS
8 12 (1.39%) Embedded Linux
9 10 (1.15%) Mac OS X
9 10 (1.15%) Windows Server 2008
10 5 (0.58%) Apple iOS
10 5 (0.58%) Solaris
11 3 (0.35%) Amazon Linux
12 2 (0.23%) Windows Server 2012
13 1 (0.12%) Debian
13 1 (0.12%) Windows 10
13 1 (0.12%) Windows 7
13 1 (0.12%) Windows 8
13 1 (0.12%) Windows Phone
Processes & Methodologies
1 284 (32.79%) Software Engineering
2 223 (25.75%) Agile Software Development
3 113 (13.05%) Scrum
4 107 (12.36%) Machine Learning
5 78 (9.01%) Analytics
5 78 (9.01%) DevOps
6 72 (8.31%) Test Automation
7 68 (7.85%) Continuous Integration
8 65 (7.51%) Test Scripting
9 58 (6.70%) Mentoring
10 56 (6.47%) SDLC
11 52 (6.00%) Automated Testing
11 52 (6.00%) Open Source
12 46 (5.31%) OO
13 42 (4.85%) Multithreading
14 38 (4.39%) TDD
15 37 (4.27%) OOP
15 37 (4.27%) Web Development
16 35 (4.04%) Business Intelligence
16 35 (4.04%) Configuration Management
Programming Languages
1 383 (44.23%) C++
2 381 (44.00%) Java
3 249 (28.75%) C
4 208 (24.02%) C#
5 197 (22.75%) Perl
6 155 (17.90%) JavaScript
7 142 (16.40%) SQL
8 89 (10.28%) Bash Shell
9 77 (8.89%) Ruby
10 72 (8.31%) MATLAB
11 40 (4.62%) Embedded C
12 36 (4.16%) R
12 36 (4.16%) Shell Script
13 34 (3.93%) Scala
14 30 (3.46%) PHP
14 30 (3.46%) Tcl
15 22 (2.54%) Assembly Language
16 20 (2.31%) PowerShell
17 16 (1.85%) VB.NET
18 15 (1.73%) T-SQL
Qualifications
1 322 (37.18%) Degree
2 91 (10.51%) PhD
3 9 (1.04%) Security Cleared
4 3 (0.35%) Postgraduate
5 2 (0.23%) AWS Certification
5 2 (0.23%) HNC
5 2 (0.23%) ISEB
5 2 (0.23%) ISTQB Foundation Certification
6 1 (0.12%) CCA
6 1 (0.12%) CCNP
6 1 (0.12%) Cisco Certification
6 1 (0.12%) CISSP
6 1 (0.12%) Citrix Certification
6 1 (0.12%) DV Cleared
6 1 (0.12%) GSEC
6 1 (0.12%) MCSA
6 1 (0.12%) MCSD
6 1 (0.12%) Microsoft Certification
6 1 (0.12%) SC Cleared
Quality Assurance & Compliance
1 63 (7.27%) QA
2 4 (0.46%) PCI DSS
3 3 (0.35%) ISO13485
3 3 (0.35%) WAI
4 2 (0.23%) IEC 61508
4 2 (0.23%) ISO 9001
4 2 (0.23%) SLA
System Software
1 46 (5.31%) Docker
2 36 (4.16%) Firmware
3 30 (3.46%) VMware Infrastructure
4 11 (1.27%) Virtual Machines
5 7 (0.81%) NFS
6 6 (0.69%) Active Directory
7 5 (0.58%) Hyper-V
7 5 (0.58%) Samba
8 4 (0.46%) KVM
9 3 (0.35%) Tivoli Workload Scheduler
9 3 (0.35%) vSphere
10 2 (0.23%) GFS2
10 2 (0.23%) LXC
10 2 (0.23%) QEMU
10 2 (0.23%) VMware ESX
10 2 (0.23%) Xen
11 1 (0.12%) etcd
11 1 (0.12%) FreeRADIUS
11 1 (0.12%) Slurm Workload Manager
11 1 (0.12%) Virtual Servers
Systems Management
1 54 (6.24%) Opscode Chef
1 54 (6.24%) Puppet
2 53 (6.12%) Ansible
3 9 (1.04%) Salt
4 6 (0.69%) Grafana
4 6 (0.69%) Terraform
5 5 (0.58%) CFEngine
5 5 (0.58%) Nagios
6 4 (0.46%) Kibana
6 4 (0.46%) Kubernetes
6 4 (0.46%) logstash
6 4 (0.46%) Opsview
6 4 (0.46%) Oracle Enterprise Manager
7 3 (0.35%) Red Hat Spacewalk
7 3 (0.35%) Tivoli
8 2 (0.23%) Munin
8 2 (0.23%) Oozie
8 2 (0.23%) ZABBIX
9 1 (0.12%) Graphite
9 1 (0.12%) Mesos
Vendors
1 59 (6.81%) Oracle
2 38 (4.39%) Microsoft
3 36 (4.16%) VMware
4 25 (2.89%) Red Hat
5 24 (2.77%) Tableau
6 21 (2.42%) HP
7 20 (2.31%) SAP
8 14 (1.62%) Atlassian
8 14 (1.62%) Splunk
9 13 (1.50%) IBM
10 11 (1.27%) Dell
11 9 (1.04%) ESRI
12 7 (0.81%) Teradata
13 5 (0.58%) Cisco
13 5 (0.58%) F5
13 5 (0.58%) Serena
13 5 (0.58%) Sun
14 4 (0.46%) RedGate
15 3 (0.35%) Brocade
15 3 (0.35%) Google
Cambridge, Cambridgeshire
Senitor Associates
Salary: Great Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Client Server
Salary: £50k to £65k + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Senitor Associates
Salary: £40000 - £55000 per annum + Great Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Kyna Associates
Salary: £55000 Per Annum bonuses+excellent benefits
Posted: Yesterday
Watford, Hertfordshire
ARC IT Recruitment Ltd
Salary: £30000 - £35000 per annum + Bonuses + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Client Server
Salary: £50k to £70k + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k - 50k + benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 2 days ago
Cambridge, Cambridgeshire
set2recruit
Salary: From £27,000 to £31,000 per annum DOE
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £40k DoE
Posted: 2 days ago
Cambridge, Cambridgeshire
Greywood Associates Limited
Salary: £35000 - £50000 per annum + Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Real Time Recruitment Solutions
Salary: 30k-55k
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 4 days ago
Kings Langley, Hertfordshire
Technical Futures
Salary: From £25,000 to £30,000 per annum + Excellent Package
Posted: 4 days ago
Cambridgeshire
IT Connections
Salary: 35000
Posted: Yesterday
Cambridge, Cambridgeshire
Revolution Technology
Salary: From £15,000 to £30,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
IC Resources
Salary: Competitive
Posted: 5 days ago
Cambridgeshire
360 Resourcing Solutions
Salary: £32,000 - £37,000 DOE
Posted: 5 days ago
Cambridgeshire
360 Resourcing Solutions
Salary: £35,000 - £40,000 DOE
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k + benefits
Posted: 2 days ago
Cambridgeshire
The One Group
Salary: Market related
Posted: 2 days ago
Kings Langley, Hertfordshire
Technical Futures
Salary: Excellent Package
Posted: 4 days ago
Cambridge, Cambridgeshire
Xist4 IT Recruitment
Salary: £35-40,000 + £2k Bonus + Bens
Posted: 3 days ago
St. Albans, Hertfordshire
Pro-Quest Resourcing Ltd
Salary: £45000 - £61000 Per Annum + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Hertfordshire
Modis International
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k+ with top package + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: From £35,000 to £50,000 per annum
Posted: 5 days ago
Cambridgeshire
360 Resourcing Solutions
Salary: £45,000 - £50,000 DOE
Posted: 5 days ago