The table below looks at the statistics for Python skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Python
Rank 15 13 14
Rank change year-on-year
-2 +1
Permanent jobs citing Python 177 207 266
As % of all permanent IT jobs located in Cambridge 15.12% 14.80% 15.03%
As % of the Programming Languages category 21.74% 23.42% 23.67%
Number of salaries quoted 152 182 218
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £27,500 £35,000 £31,050
10% offered a salary of more than £55,000 £55,000 £50,000
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +6.25%
Python
Cambridgeshire

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

Programming Languages Category
Cambridge
Permanent IT job ads with a match in the
Programming Languages category
814 884 1124
As % of all permanent IT jobs located in Cambridge 69.51% 63.19% 63.50%
Number of salaries quoted 710 773 964
Median salary £45,000 £42,500 £41,500
Median salary % change year-on-year
+5.88% +2.40%
90% offered a salary of more than £27,500 £32,500 £30,000
10% offered a salary of more than £58,000 £52,500 £55,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Python
Jobs Demand Trend in Cambridge

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

Python Jobs Demand Trend in Cambridge

Python
Salary Trend in Cambridge

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

Python Salary Trend in Cambridge

Python
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Python across the Cambridge region over the 3 months to 25 July 2016.

Python Salary Histogram in Cambridge

Python
Top 30 Related IT Skills in Cambridge

For the 6 months to 25 July 2016, 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 Cambridge region with a requirement for Python.

1 166 (45.98%) Linux
2 147 (40.72%) Java
3 132 (36.57%) C++
4 120 (33.24%) Perl
5 106 (29.36%) Degree
6 98 (27.15%) C
7 92 (25.48%) Computer Science
8 88 (24.38%) Software Engineering
9 87 (24.10%) Agile Software Development
10 77 (21.33%) JavaScript
11 66 (18.28%) HTML
12 61 (16.90%) CSS
13 58 (16.07%) Algorithms
14 57 (15.79%) Bash Shell
15 51 (14.13%) C#
16 50 (13.85%) SDLC
17 49 (13.57%) Scrum
18 47 (13.02%) Web Services
19 45 (12.47%) SQL
19 45 (12.47%) Mathematics
19 45 (12.47%) Django
20 44 (12.19%) NoSQL
20 44 (12.19%) Windows
21 42 (11.63%) Open Source
22 41 (11.36%) Amazon AWS
23 40 (11.08%) DevOps
24 38 (10.53%) jQuery
25 37 (10.25%) Pharmaceutical
26 36 (9.97%) Unix
26 36 (9.97%) .NET

Python
Top Related IT Skills in Cambridge 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 22 (6.09%) CMS
2 18 (4.99%) Elasticsearch
3 10 (2.77%) Apache Solr
4 9 (2.49%) Apache
5 6 (1.66%) IIS
6 4 (1.11%) ArcGIS
6 4 (1.11%) Confluence
6 4 (1.11%) Tomcat
7 3 (0.83%) SharePoint
8 2 (0.55%) nginx
9 1 (0.28%) Cloud Foundry
9 1 (0.28%) MediaWiki
9 1 (0.28%) OpenStack
9 1 (0.28%) uWSGI
Applications
1 2 (0.55%) MS Excel
1 2 (0.55%) Simulink
2 1 (0.28%) MS Office
2 1 (0.28%) MS PowerPoint
Business Applications
1 1 (0.28%) SAP Oil and Gas
Cloud Services
1 41 (11.36%) Amazon AWS
2 20 (5.54%) Cloud Computing
3 15 (4.16%) Microsoft Azure
4 8 (2.22%) GitHub
5 4 (1.11%) SaaS
6 2 (0.55%) PaaS
7 1 (0.28%) Google Cloud Platform
Communications & Networking
1 23 (6.37%) TCP/IP
2 17 (4.71%) HTTP
3 7 (1.94%) DNS
4 6 (1.66%) LDAP
5 4 (1.11%) Internet
6 3 (0.83%) Firewall
6 3 (0.83%) IMAP
6 3 (0.83%) SMTP
6 3 (0.83%) SSL
6 3 (0.83%) X.509
7 2 (0.55%) Bluetooth
7 2 (0.55%) FTP
7 2 (0.55%) LTE
7 2 (0.55%) PPP
7 2 (0.55%) SNMP
7 2 (0.55%) Wi-Fi
7 2 (0.55%) ZigBee
8 1 (0.28%) 3GPP
8 1 (0.28%) Kerberos
8 1 (0.28%) VPN
Database & Business Intelligence
1 44 (12.19%) NoSQL
2 32 (8.86%) Big Data
3 30 (8.31%) MySQL
4 27 (7.48%) Relational Database
5 16 (4.43%) MongoDB
6 15 (4.16%) Data Mining
6 15 (4.16%) Text Mining
7 14 (3.88%) PostgreSQL
8 12 (3.32%) Apache Cassandra
9 11 (3.05%) HBase
10 8 (2.22%) RDBMS
11 7 (1.94%) Hadoop
12 4 (1.11%) Electronic Patient Records
12 4 (1.11%) GIS
12 4 (1.11%) SQL Server
13 3 (0.83%) Neo4j
14 2 (0.55%) IDOL
15 1 (0.28%) Amazon RDS
Development Applications
1 33 (9.14%) Git (software)
2 25 (6.93%) Jenkins
3 15 (4.16%) Selenium
4 10 (2.77%) JIRA
5 9 (2.49%) Cucumber
5 9 (2.49%) JUnit
5 9 (2.49%) NUnit
6 8 (2.22%) Bugzilla
6 8 (2.22%) Maven
7 6 (1.66%) Subversion
8 4 (1.11%) Atlassian Bamboo
9 3 (0.83%) CMake
9 3 (0.83%) Gradle
9 3 (0.83%) SonarQube
10 2 (0.55%) Robot Framework
11 1 (0.28%) Artifactory
11 1 (0.28%) Sonatype Nexus
11 1 (0.28%) Travis CI
General
1 37 (10.25%) Pharmaceutical
2 26 (7.20%) Electronics
3 13 (3.60%) Finance
4 8 (2.22%) Telecoms
5 5 (1.39%) Manufacturing
6 4 (1.11%) Advertising
7 3 (0.83%) Aerospace
7 3 (0.83%) Marketing
7 3 (0.83%) Military
8 1 (0.28%) Law
8 1 (0.28%) Multimedia
8 1 (0.28%) Retail
Job Titles
1 144 (39.89%) Developer
2 42 (11.63%) Python Developer
3 38 (10.53%) Linux Engineer
3 38 (10.53%) Software Developer
3 38 (10.53%) Test Engineer
4 36 (9.97%) Software Engineer
5 29 (8.03%) Full Stack Developer
5 29 (8.03%) Java Developer
6 27 (7.48%) DevOps Engineer
6 27 (7.48%) Programmer
7 26 (7.20%) JavaScript Developer
7 26 (7.20%) Software Test Engineer
8 24 (6.65%) Test Automation Engineer
9 23 (6.37%) AWS Engineer
9 23 (6.37%) Systems Engineer
10 22 (6.09%) Author
10 22 (6.09%) C++ Developer
10 22 (6.09%) Senior Technical Author
10 22 (6.09%) Technical Author
11 20 (5.54%) Graduate
Libraries, Frameworks & Software Standards
1 66 (18.28%) HTML
2 61 (16.90%) CSS
3 47 (13.02%) Web Services
4 45 (12.47%) Django
5 38 (10.53%) jQuery
6 36 (9.97%) .NET
7 34 (9.42%) AngularJS
7 34 (9.42%) RESTful
8 30 (8.31%) CSS3
8 30 (8.31%) HTML5
9 26 (7.20%) JSON
10 24 (6.65%) XML
11 19 (5.26%) ASP.NET
12 16 (4.43%) Natural Language Processing
13 13 (3.60%) REST
14 11 (3.05%) Ember.js
15 9 (2.49%) Gherkin
16 7 (1.94%) Backbone.js
16 7 (1.94%) Dojo
16 7 (1.94%) LAMP
Miscellaneous
1 92 (25.48%) Computer Science
2 58 (16.07%) Algorithms
3 45 (12.47%) Mathematics
4 26 (7.20%) Physics
5 22 (6.09%) Vector Graphics
6 19 (5.26%) Informatics
7 15 (4.16%) Life Science
8 14 (3.88%) Biology
8 14 (3.88%) Data Structures
9 13 (3.60%) Analytical Skills
10 10 (2.77%) Smart Meter
11 8 (2.22%) Replication
11 8 (2.22%) Visualisation
12 7 (1.94%) Mobile App
12 7 (1.94%) User Experience
13 6 (1.66%) Data Centre
13 6 (1.66%) Health Informatics
13 6 (1.66%) Ontologies
14 5 (1.39%) Management Information System
14 5 (1.39%) Web 2.0
Operating Systems
1 166 (45.98%) Linux
2 44 (12.19%) Windows
3 36 (9.97%) Unix
4 11 (3.05%) Red Hat Enterprise Linux
5 6 (1.66%) Windows Server
6 5 (1.39%) CentOS
6 5 (1.39%) Mac OS X
7 4 (1.11%) AIX
7 4 (1.11%) Debian
7 4 (1.11%) HPUX
7 4 (1.11%) Solaris
7 4 (1.11%) Ubuntu
8 3 (0.83%) VMS
9 1 (0.28%) Android
9 1 (0.28%) Apple iOS
9 1 (0.28%) Windows Server 2008
9 1 (0.28%) Windows Server 2012
Processes & Methodologies
1 88 (24.38%) Software Engineering
2 87 (24.10%) Agile Software Development
3 50 (13.85%) SDLC
4 49 (13.57%) Scrum
5 42 (11.63%) Open Source
6 40 (11.08%) DevOps
7 31 (8.59%) Test Automation
8 28 (7.76%) Mentoring
9 24 (6.65%) OOP
10 23 (6.37%) Automated Testing
11 22 (6.09%) Coaching
11 22 (6.09%) Content Management
11 22 (6.09%) Front End Development
11 22 (6.09%) OO
12 21 (5.82%) Analytics
12 21 (5.82%) Bioinformatics
13 18 (4.99%) Machine Learning
13 18 (4.99%) Responsive Web Design
13 18 (4.99%) TDD
13 18 (4.99%) Web Design
Programming Languages
1 147 (40.72%) Java
2 132 (36.57%) C++
3 120 (33.24%) Perl
4 98 (27.15%) C
5 77 (21.33%) JavaScript
6 57 (15.79%) Bash Shell
7 51 (14.13%) C#
8 45 (12.47%) SQL
9 28 (7.76%) Ruby
10 20 (5.54%) PHP
11 17 (4.71%) Shell Script
12 15 (4.16%) Erlang
12 15 (4.16%) Scala
13 6 (1.66%) Lua
14 5 (1.39%) Embedded C
14 5 (1.39%) MATLAB
15 4 (1.11%) PowerShell
15 4 (1.11%) R
16 2 (0.55%) Groovy
16 2 (0.55%) Tcl
Qualifications
1 106 (29.36%) Degree
2 18 (4.99%) PhD
3 8 (2.22%) Postgraduate
4 3 (0.83%) DV Cleared
4 3 (0.83%) Security Cleared
5 2 (0.55%) AWS Certification
Quality Assurance & Compliance
1 29 (8.03%) QA
2 6 (1.66%) SNOMED CT
3 5 (1.39%) WAI
System Software
1 19 (5.26%) Docker
2 16 (4.43%) VMware Infrastructure
3 8 (2.22%) Firmware
4 6 (1.66%) Shibboleth
5 5 (1.39%) NFS
6 4 (1.11%) Active Directory
6 4 (1.11%) Postfix
6 4 (1.11%) Sendmail
7 3 (0.83%) Corosync
7 3 (0.83%) Hyper-V
7 3 (0.83%) Samba
8 2 (0.55%) GPFS
9 1 (0.28%) iptables
9 1 (0.28%) Terminal Services
9 1 (0.28%) Virtual Machines
9 1 (0.28%) Xen
9 1 (0.28%) XenApp
9 1 (0.28%) XenDesktop
9 1 (0.28%) XenServer
Systems Management
1 34 (9.42%) Puppet
2 23 (6.37%) Opscode Chef
3 18 (4.99%) Ansible
4 11 (3.05%) Nagios
5 5 (1.39%) Ganglia
5 5 (1.39%) Grafana
5 5 (1.39%) Graphite
5 5 (1.39%) Kibana
5 5 (1.39%) logstash
6 4 (1.11%) CFEngine
7 3 (0.83%) Pacemaker
8 2 (0.55%) Failover Clustering
8 2 (0.55%) Oracle Enterprise Manager
9 1 (0.28%) Kubernetes
9 1 (0.28%) Red Hat Satellite
Vendors
1 19 (5.26%) VMware
2 16 (4.43%) Oracle
3 11 (3.05%) Red Hat
4 5 (1.39%) Atlassian
4 5 (1.39%) Splunk
5 4 (1.11%) Microsoft
5 4 (1.11%) Perforce
6 3 (0.83%) Coverity
6 3 (0.83%) Roku
7 2 (0.55%) Apple
7 2 (0.55%) IBM
7 2 (0.55%) Panasonic
7 2 (0.55%) Rackspace
7 2 (0.55%) Toshiba
7 2 (0.55%) WorldPay
8 1 (0.28%) Cisco
8 1 (0.28%) Dell
8 1 (0.28%) ESRI
8 1 (0.28%) NetApp
8 1 (0.28%) SAP
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £50000 - £65000 per annum + be- shares, health, pens
Posted: 4 hours ago
Cambridge, Cambridgeshire
ClearCube Consulting
Salary: From £70,000 to £95,000 per annum + Bonus + Shares + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £25000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k + excellent benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Hands On Training!
Posted: 5 days ago
Cambridge, Cambridgeshire
Kyna Associates
Salary: £50000 - £60000 Per Annum Bonus and Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £50000 per annum + Excellent Benefits & Prospects
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Interview slots available!
Posted: 4 days ago
Cambridge, Cambridgeshire
Redrock Consulting Ltd
Salary: £50000 - £70000 per annum + Excellent benefits package
Posted: 3 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45k-55k + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45k-55k + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 38-48k + 30 Days holiday + Medical Ins + Dental Ins + Pension +More!
Posted: 5 days ago
Cambridge, Cambridgeshire
Haybrook IT Resourcing Ltd
Salary: From £35,000 to £45,000 per annum + benefits + progression
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £32000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k-55k + excellent benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £60000 per annum + Interview slots available!
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + benefits + options
Posted: 6 days ago
Cambridge, Cambridgeshire
ClearCube Consulting
Salary: From £70,000 to £85,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £35000 per annum + Fantastic + Benefits Package
Posted: 5 days ago
Cambridge, Cambridgeshire
Corriculo
Salary: Up to £50,000 per annum Excellent Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £70000 per annum, Shares, Pension + more!
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £40k + excellent benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £45000 per annum + Awesome Benefits + Prospects
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £55000 per annum + Fantastic
Posted: 4 days ago
Cambridge, Cambridgeshire
Searchability
Salary: £25000 - £30000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Pioneer Search
Salary: £35000 - £45000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k + benefits
Posted: 6 days ago