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 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Python
Rank 10 10 12
Rank change year-on-year
0 +2
Permanent jobs citing Python 233 234 289
As % of all permanent IT jobs located in Cambridge 19.98% 16.01% 16.36%
As % of the Programming Languages category 29.20% 24.05% 26.49%
Number of salaries quoted 191 213 210
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 £32,500
10% offered a salary of more than £60,000 £64,000 £55,000
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
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
798 973 1091
As % of all permanent IT jobs located in Cambridge 68.44% 66.55% 61.74%
Number of salaries quoted 672 878 889
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £27,500 £30,000 £30,000
10% offered a salary of more than £60,000 £52,500 £60,000
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

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 September 2016.

Python Salary Histogram in Cambridge

Python
Top 30 Related IT Skills in Cambridge

For the 6 months to 25 September 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.

1 185 (47.80%) Linux
2 173 (44.70%) C++
3 168 (43.41%) Java
4 126 (32.56%) C
5 121 (31.27%) Computer Science
6 118 (30.49%) Degree
7 111 (28.68%) Agile Software Development
8 109 (28.17%) Perl
9 108 (27.91%) Software Engineering
10 96 (24.81%) C#
11 73 (18.86%) Mathematics
12 69 (17.83%) Scrum
13 67 (17.31%) Algorithms
14 65 (16.80%) Bash Shell
15 58 (14.99%) .NET
16 57 (14.73%) Windows
17 54 (13.95%) JavaScript
17 54 (13.95%) DevOps
18 53 (13.70%) SDLC
19 50 (12.92%) Open Source
20 47 (12.14%) Web Services
20 47 (12.14%) Test Automation
21 46 (11.89%) Physics
22 45 (11.63%) Amazon AWS
23 43 (11.11%) HTML
23 43 (11.11%) Machine Learning
24 42 (10.85%) Ruby
25 41 (10.59%) MySQL
26 40 (10.34%) PhD
26 40 (10.34%) Puppet

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 13 (3.36%) Apache
1 13 (3.36%) CMS
2 10 (2.58%) SharePoint
3 9 (2.33%) Elasticsearch
4 8 (2.07%) Apache Solr
4 8 (2.07%) nginx
5 7 (1.81%) WordPress
6 6 (1.55%) IIS
7 5 (1.29%) Confluence
7 5 (1.29%) Skype for Business
8 2 (0.52%) Drupal
8 2 (0.52%) SAS
8 2 (0.52%) Tomcat
9 1 (0.26%) Cloud Foundry
9 1 (0.26%) MediaWiki
9 1 (0.26%) OpenStack
9 1 (0.26%) uWSGI
Applications
1 4 (1.03%) Simulink
2 2 (0.52%) MS PowerPoint
2 2 (0.52%) SPSS
3 1 (0.26%) MS Excel
3 1 (0.26%) MS Office
Cloud Services
1 45 (11.63%) Amazon AWS
2 18 (4.65%) Cloud Computing
3 11 (2.84%) Microsoft Azure
4 9 (2.33%) SaaS
5 8 (2.07%) GitHub
6 6 (1.55%) Office 365
6 6 (1.55%) PaaS
7 1 (0.26%) Amazon CloudWatch
7 1 (0.26%) Amazon ELB
7 1 (0.26%) DigitalOcean
7 1 (0.26%) Google Cloud Platform
7 1 (0.26%) Heroku
Communications & Networking
1 27 (6.98%) TCP/IP
2 18 (4.65%) Wireless
3 17 (4.39%) Wi-Fi
4 15 (3.88%) HTTP
5 14 (3.62%) SSL
6 13 (3.36%) LDAP
7 10 (2.58%) DNS
8 9 (2.33%) Internet
9 7 (1.81%) Bluetooth
9 7 (1.81%) Firewall
10 6 (1.55%) SAN
10 6 (1.55%) X.509
11 5 (1.29%) 3GPP
11 5 (1.29%) DHCP
11 5 (1.29%) LTE
11 5 (1.29%) WPA
12 4 (1.03%) VLAN
13 3 (0.78%) IMAP
13 3 (0.78%) SMTP
13 3 (0.78%) ZigBee
Database & Business Intelligence
1 41 (10.59%) MySQL
2 35 (9.04%) Big Data
3 27 (6.98%) NoSQL
4 21 (5.43%) Relational Database
5 15 (3.88%) MongoDB
6 11 (2.84%) Text Mining
7 10 (2.58%) PostgreSQL
8 8 (2.07%) Data Mining
8 8 (2.07%) Hadoop
9 5 (1.29%) Apache Cassandra
10 4 (1.03%) Apache Hive
10 4 (1.03%) RDBMS
11 3 (0.78%) Electronic Patient Records
11 3 (0.78%) Neo4j
11 3 (0.78%) Spotfire
12 2 (0.52%) BusinessObjects
12 2 (0.52%) HBase
13 1 (0.26%) Amazon RDS
13 1 (0.26%) Redis
13 1 (0.26%) SQL Server
Development Applications
1 29 (7.49%) Jenkins
2 25 (6.46%) Git (software)
3 18 (4.65%) JIRA
4 14 (3.62%) Selenium
5 12 (3.10%) Bugzilla
6 10 (2.58%) Cucumber
6 10 (2.58%) JUnit
6 10 (2.58%) NUnit
6 10 (2.58%) Subversion
7 5 (1.29%) Maven
8 4 (1.03%) Atlassian Bamboo
9 3 (0.78%) Bitbucket
9 3 (0.78%) CMake
9 3 (0.78%) Gradle
9 3 (0.78%) Talend Open Studio
10 1 (0.26%) CircleCI
10 1 (0.26%) GitLab
10 1 (0.26%) HP UFT
10 1 (0.26%) JMeter
10 1 (0.26%) Mercurial
General
1 26 (6.72%) Electronics
2 19 (4.91%) Telecoms
3 18 (4.65%) Pharmaceutical
4 16 (4.13%) Finance
5 5 (1.29%) Manufacturing
6 3 (0.78%) Aerospace
7 2 (0.52%) Marketing
7 2 (0.52%) Retail
8 1 (0.26%) Automotive
8 1 (0.26%) Law
Job Titles
1 146 (37.73%) Developer
2 55 (14.21%) Software Developer
3 54 (13.95%) Test Engineer
4 50 (12.92%) Linux Engineer
5 48 (12.40%) Graduate
6 44 (11.37%) Software Engineer
7 43 (11.11%) C++ Developer
8 41 (10.59%) Python Developer
9 37 (9.56%) DevOps Engineer
10 36 (9.30%) Graduate Developer
10 36 (9.30%) Software Test Engineer
11 34 (8.79%) Test Automation Engineer
12 33 (8.53%) Java Developer
13 26 (6.72%) Programmer
14 25 (6.46%) Graduate C++ Developer
14 25 (6.46%) Systems Engineer
15 22 (5.68%) C++ Software Developer
16 21 (5.43%) Author
16 21 (5.43%) Senior Technical Author
16 21 (5.43%) Technical Author
Libraries, Frameworks & Software Standards
1 58 (14.99%) .NET
2 47 (12.14%) Web Services
3 43 (11.11%) HTML
4 39 (10.08%) Django
5 38 (9.82%) CSS
6 30 (7.75%) ASP.NET
7 29 (7.49%) XML
8 26 (6.72%) RESTful
9 24 (6.20%) HTML5
10 21 (5.43%) AngularJS
10 21 (5.43%) jQuery
11 20 (5.17%) CSS3
11 20 (5.17%) REST
12 19 (4.91%) JSON
13 16 (4.13%) LAMP
14 13 (3.36%) Ruby on Rails
15 10 (2.58%) Gherkin
15 10 (2.58%) Natural Language Processing
16 7 (1.81%) LEMP Stack
16 7 (1.81%) SOAP
Miscellaneous
1 121 (31.27%) Computer Science
2 73 (18.86%) Mathematics
3 67 (17.31%) Algorithms
4 46 (11.89%) Physics
5 14 (3.62%) Biology
6 13 (3.36%) Artificial Intelligence
6 13 (3.36%) Vector Graphics
7 12 (3.10%) Analytical Skills
7 12 (3.10%) Life Science
8 11 (2.84%) Informatics
8 11 (2.84%) Visualisation
9 10 (2.58%) Embedded Systems
10 9 (2.33%) Data Centre
10 9 (2.33%) Mobile App
11 8 (2.07%) User Experience
12 7 (1.81%) Enterprise Software
12 7 (1.81%) Management Information System
13 6 (1.55%) Internet of Things
13 6 (1.55%) Raspberry Pi
14 5 (1.29%) Virtual Team
Operating Systems
1 185 (47.80%) Linux
2 57 (14.73%) Windows
3 35 (9.04%) Unix
4 14 (3.62%) Windows Server
5 12 (3.10%) Red Hat Enterprise Linux
6 11 (2.84%) CentOS
7 9 (2.33%) Ubuntu
8 7 (1.81%) Windows Server 2008
9 6 (1.55%) Debian
9 6 (1.55%) Mac OS X
10 4 (1.03%) AIX
10 4 (1.03%) HPUX
10 4 (1.03%) Solaris
10 4 (1.03%) Windows Server 2012
11 3 (0.78%) Embedded Linux
11 3 (0.78%) VMS
12 1 (0.26%) Android
12 1 (0.26%) Apple iOS
Processes & Methodologies
1 111 (28.68%) Agile Software Development
2 108 (27.91%) Software Engineering
3 69 (17.83%) Scrum
4 54 (13.95%) DevOps
5 53 (13.70%) SDLC
6 50 (12.92%) Open Source
7 47 (12.14%) Test Automation
8 43 (11.11%) Machine Learning
9 38 (9.82%) Mentoring
10 30 (7.75%) OO
11 26 (6.72%) Automated Testing
12 25 (6.46%) Analytics
13 23 (5.94%) Coaching
14 19 (4.91%) Configuration Management
14 19 (4.91%) Test Scripting
15 18 (4.65%) Multithreading
16 16 (4.13%) Bioinformatics
16 16 (4.13%) Manual Testing
17 14 (3.62%) Continuous Integration
18 13 (3.36%) Network Management
Programming Languages
1 173 (44.70%) C++
2 168 (43.41%) Java
3 126 (32.56%) C
4 109 (28.17%) Perl
5 96 (24.81%) C#
6 65 (16.80%) Bash Shell
7 54 (13.95%) JavaScript
8 42 (10.85%) Ruby
9 34 (8.79%) SQL
10 21 (5.43%) PHP
11 20 (5.17%) Shell Script
12 11 (2.84%) Scala
13 10 (2.58%) Erlang
14 7 (1.81%) Embedded C++
14 7 (1.81%) PowerShell
14 7 (1.81%) Tcl
15 6 (1.55%) MATLAB
16 5 (1.29%) PL/SQL
16 5 (1.29%) R
16 5 (1.29%) VB.NET
Qualifications
1 118 (30.49%) Degree
2 40 (10.34%) PhD
3 9 (2.33%) Postgraduate
4 2 (0.52%) AWS Certification
4 2 (0.52%) ISEB
4 2 (0.52%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 25 (6.46%) QA
2 4 (1.03%) SNOMED CT
2 4 (1.03%) WAI
System Software
1 28 (7.24%) VMware Infrastructure
2 12 (3.10%) Docker
2 12 (3.10%) Firmware
3 11 (2.84%) NFS
4 9 (2.33%) Samba
5 6 (1.55%) Shibboleth
6 4 (1.03%) Hyper-V
6 4 (1.03%) Postfix
6 4 (1.03%) Sendmail
7 3 (0.78%) Active Directory
7 3 (0.78%) Corosync
8 2 (0.52%) GPFS
8 2 (0.52%) KVM
8 2 (0.52%) PanFS
8 2 (0.52%) Virtual Machines
8 2 (0.52%) VMware ESX
9 1 (0.26%) Apache ZooKeeper
9 1 (0.26%) etcd
9 1 (0.26%) iptables
9 1 (0.26%) vSphere
Systems Management
1 40 (10.34%) Puppet
2 29 (7.49%) Opscode Chef
3 25 (6.46%) Ansible
4 11 (2.84%) Nagios
5 8 (2.07%) Kibana
5 8 (2.07%) logstash
6 6 (1.55%) Grafana
6 6 (1.55%) Graphite
7 5 (1.29%) Ganglia
7 5 (1.29%) Red Hat Spacewalk
8 3 (0.78%) Pacemaker
9 2 (0.52%) CFEngine
9 2 (0.52%) Failover Clustering
10 1 (0.26%) Consul
10 1 (0.26%) Kubernetes
10 1 (0.26%) Red Hat Satellite
10 1 (0.26%) rkt
Vendors
1 31 (8.01%) VMware
2 12 (3.10%) Red Hat
3 9 (2.33%) Atlassian
3 9 (2.33%) Oracle
4 6 (1.55%) Microsoft
5 5 (1.29%) CheckPoint
5 5 (1.29%) Splunk
6 4 (1.03%) IBM
7 3 (0.78%) Perforce
7 3 (0.78%) Sun
7 3 (0.78%) Talend
8 2 (0.52%) Apple
8 2 (0.52%) Panasonic
8 2 (0.52%) Rackspace
8 2 (0.52%) SAP
8 2 (0.52%) Toshiba
8 2 (0.52%) WorldPay
9 1 (0.26%) Cisco
9 1 (0.26%) Dell
9 1 (0.26%) NetApp
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £35000 - £45000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock
Posted: 2 days ago
Cambridge, Cambridgeshire
Oliver Bernard
Salary: £25000 - £30000 per annum + bonus & benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Searchability
Salary: £30000 - £40000 per annum + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45-55k + 25 days holiday + Flexi Time + Life Assurance + more
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to c£60,000 DoE
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45,000 DoE + share options
Posted: 2 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £45000 - £60000 per annum, Benefits Healthcare
Posted: 3 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £55,000 per annum Pension, Flexi, Career Progress, Sto
Posted: Yesterday
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £25,000 to £35,000 per annum Best training, progression, pension,
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k DoE + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
I4 Recruitment
Salary: Salary Negotiable
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £50000 per annum + Excellent Benefits & Prospects
Posted: 4 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £25000 - £36000 per annum
Posted: Yesterday
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: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £48k DoE + excellent benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Redrock Consulting Ltd
Salary: £40000 - £65000 per annum + Excellent benefits package
Posted: 5 days ago
Cambridge, Cambridgeshire
Pioneer Search
Salary: £45000 - £60000 per annum + bonus+benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Kyna Associates
Salary: £50000 - £60000 Per Annum Bonus and Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Redrock Consulting Ltd
Salary: £40000 - £70000 per annum + Excellent benefits package
Posted: 5 days ago
Cambridge, Cambridgeshire
Robert Walters
Salary: £30000 - £45000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £35000 - £45000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £55000 per annum + Fantastic Prospects
Posted: 4 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £40000 - £60000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £70000 per annum, Shares, Pension + more!
Posted: 5 days ago
Cambridge, Cambridgeshire
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Pension & Benefits
Posted: 4 days ago