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

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Python
Rank 6 13 11
Rank change year-on-year
+7 -2
Permanent jobs citing Python 240 227 294
As % of all permanent IT jobs located in Cambridge 22.68% 15.48% 16.78%
As % of the Programming Languages category 33.43% 23.05% 26.06%
Number of salaries quoted 208 194 216
Median salary £47,500 £47,500 £42,500
Median salary % change year-on-year
- +11.76%
90% offered a salary of more than £27,500 £34,521 £32,500
10% offered a salary of more than £62,500 £60,000 £57,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
718 985 1128
As % of all permanent IT jobs located in Cambridge 67.86% 67.19% 64.38%
Number of salaries quoted 620 871 897
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 £32,500 £27,500
10% offered a salary of more than £62,500 £55,000 £62,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 4 December 2016.

Python Salary Histogram in Cambridge

Python
Top 30 Related IT Skills in Cambridge

For the 6 months to 4 December 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.

1 228 (49.24%) C++
2 219 (47.30%) Linux
3 198 (42.76%) Java
4 172 (37.15%) Degree
5 155 (33.48%) C
6 148 (31.97%) Software Engineering
7 146 (31.53%) Computer Science
8 126 (27.21%) Perl
9 123 (26.57%) Agile Software Development
10 116 (25.05%) C#
11 100 (21.60%) Windows
12 96 (20.73%) Mathematics
13 92 (19.87%) Algorithms
14 83 (17.93%) Scrum
15 71 (15.33%) JavaScript
16 69 (14.90%) .NET
17 61 (13.17%) Physics
17 61 (13.17%) Machine Learning
18 60 (12.96%) Bash Shell
18 60 (12.96%) Test Automation
19 54 (11.66%) PhD
20 53 (11.45%) SDLC
21 51 (11.02%) MySQL
22 50 (10.80%) Mentoring
23 48 (10.37%) DevOps
24 46 (9.94%) Ruby
25 44 (9.50%) HTML
26 43 (9.29%) Unix
26 43 (9.29%) Amazon AWS
27 42 (9.07%) Web Services

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 14 (3.02%) Elasticsearch
2 10 (2.16%) SharePoint
3 8 (1.73%) Apache
3 8 (1.73%) Apache Solr
4 7 (1.51%) nginx
4 7 (1.51%) WordPress
5 5 (1.08%) Skype for Business
6 3 (0.65%) CMS
6 3 (0.65%) Confluence
6 3 (0.65%) Jetty
7 2 (0.43%) Apache Spark
7 2 (0.43%) Drupal
7 2 (0.43%) SAS
8 1 (0.22%) IIS
8 1 (0.22%) Luigi
8 1 (0.22%) MediaWiki
8 1 (0.22%) MS Exchange
8 1 (0.22%) OpenStack
8 1 (0.22%) Oracle SOA Suite
Applications
1 7 (1.51%) MS Excel
2 6 (1.30%) Simulink
3 2 (0.43%) MS PowerPoint
3 2 (0.43%) SPSS
4 1 (0.22%) MS Office
Business Applications
1 3 (0.65%) Oracle BPM
2 1 (0.22%) Dynamics CRM
2 1 (0.22%) SAP CO
2 1 (0.22%) SAP FI
2 1 (0.22%) SAP FI/CO
Cloud Services
1 43 (9.29%) Amazon AWS
2 23 (4.97%) Cloud Computing
3 15 (3.24%) Microsoft Azure
4 8 (1.73%) SaaS
5 7 (1.51%) Office 365
6 6 (1.30%) GitHub
6 6 (1.30%) PaaS
7 1 (0.22%) Amazon CloudWatch
7 1 (0.22%) Amazon ELB
7 1 (0.22%) DigitalOcean
7 1 (0.22%) Heroku
Communications & Networking
1 41 (8.86%) Wireless
2 25 (5.40%) TCP/IP
3 21 (4.54%) Wi-Fi
4 17 (3.67%) HTTP
5 16 (3.46%) Bluetooth
5 16 (3.46%) LDAP
6 14 (3.02%) SSL
7 13 (2.81%) Internet
8 11 (2.38%) DNS
9 9 (1.94%) DHCP
10 8 (1.73%) 802.11
10 8 (1.73%) Ethernet
10 8 (1.73%) SAN
11 7 (1.51%) Firewall
12 6 (1.30%) X.509
13 5 (1.08%) 3GPP
13 5 (1.08%) LTE
13 5 (1.08%) SMTP
13 5 (1.08%) VLAN
13 5 (1.08%) WPA
Database & Business Intelligence
1 51 (11.02%) MySQL
2 39 (8.42%) Big Data
3 31 (6.70%) NoSQL
4 24 (5.18%) Relational Database
5 18 (3.89%) MongoDB
6 11 (2.38%) PostgreSQL
7 10 (2.16%) Hadoop
7 10 (2.16%) Spotfire
8 9 (1.94%) BusinessObjects
9 8 (1.73%) Text Mining
10 7 (1.51%) Lumira
10 7 (1.51%) Oracle BI EE
11 5 (1.08%) RDBMS
12 4 (0.86%) Apache Cassandra
12 4 (0.86%) Apache Hive
12 4 (0.86%) Data Mining
12 4 (0.86%) HBase
13 3 (0.65%) Data Warehouse
13 3 (0.65%) Neo4j
13 3 (0.65%) SAP BW
Development Applications
1 33 (7.13%) Git (software)
2 22 (4.75%) Jenkins
3 21 (4.54%) JIRA
4 14 (3.02%) Bugzilla
5 13 (2.81%) Selenium
5 13 (2.81%) Subversion
6 8 (1.73%) JUnit
7 7 (1.51%) Buildbot
8 6 (1.30%) Cucumber
8 6 (1.30%) NUnit
8 6 (1.30%) Oracle APEX
9 4 (0.86%) Bitbucket
9 4 (0.86%) HP UFT
10 3 (0.65%) LabVIEW
10 3 (0.65%) Talend Open Studio
11 1 (0.22%) Gatling
11 1 (0.22%) GitLab
11 1 (0.22%) Hudson
11 1 (0.22%) TeamCity
11 1 (0.22%) Travis CI
General
1 40 (8.64%) Electronics
2 30 (6.48%) Finance
3 23 (4.97%) Telecoms
4 17 (3.67%) Pharmaceutical
5 11 (2.38%) Games
6 4 (0.86%) Banking
7 3 (0.65%) Automotive
7 3 (0.65%) Manufacturing
8 2 (0.43%) Marketing
8 2 (0.43%) Retail
9 1 (0.22%) Law
Job Titles
1 175 (37.80%) Developer
2 78 (16.85%) Software Developer
3 70 (15.12%) Software Engineer
4 69 (14.90%) Test Engineer
5 59 (12.74%) Graduate
6 58 (12.53%) C++ Developer
7 48 (10.37%) Java Developer
8 43 (9.29%) Graduate Developer
8 43 (9.29%) Software Test Engineer
8 43 (9.29%) Test Automation Engineer
9 40 (8.64%) Linux Engineer
10 35 (7.56%) Python Developer
11 33 (7.13%) DevOps Engineer
11 33 (7.13%) Embedded Engineer
11 33 (7.13%) Java Engineer
12 29 (6.26%) C++ Software Developer
13 27 (5.83%) Graduate C++ Developer
13 27 (5.83%) Programmer
14 26 (5.62%) Graduate Software Developer
15 25 (5.40%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 69 (14.90%) .NET
2 44 (9.50%) HTML
3 42 (9.07%) Web Services
4 39 (8.42%) XML
5 38 (8.21%) CSS
6 35 (7.56%) ASP.NET
7 34 (7.34%) Django
8 29 (6.26%) HTML5
9 28 (6.05%) JSON
10 24 (5.18%) REST
11 20 (4.32%) RESTful
12 18 (3.89%) LAMP
13 16 (3.46%) AngularJS
13 16 (3.46%) CSS3
13 16 (3.46%) Ruby on Rails
14 15 (3.24%) jQuery
15 10 (2.16%) 802.1X
16 9 (1.94%) Hibernate
16 9 (1.94%) Natural Language Processing
16 9 (1.94%) Spring
Miscellaneous
1 146 (31.53%) Computer Science
2 96 (20.73%) Mathematics
3 92 (19.87%) Algorithms
4 61 (13.17%) Physics
5 29 (6.26%) Visualisation
6 22 (4.75%) Artificial Intelligence
7 18 (3.89%) Analytical Skills
8 17 (3.67%) User Experience
9 15 (3.24%) Mobile App
10 14 (3.02%) Biology
10 14 (3.02%) Statistics
11 13 (2.81%) Embedded Systems
12 12 (2.59%) Informatics
13 10 (2.16%) Data Centre
13 10 (2.16%) Life Science
14 8 (1.73%) Device Driver
15 7 (1.51%) Enterprise Software
15 7 (1.51%) Management Information System
16 6 (1.30%) Internet of Things
16 6 (1.30%) Neural Network
Operating Systems
1 219 (47.30%) Linux
2 100 (21.60%) Windows
3 43 (9.29%) Unix
4 15 (3.24%) Windows Server
5 12 (2.59%) CentOS
5 12 (2.59%) Ubuntu
6 10 (2.16%) Red Hat Enterprise Linux
7 9 (1.94%) Android
7 9 (1.94%) Mac OS X
8 8 (1.73%) Windows Server 2008
9 5 (1.08%) Windows Server 2012
10 4 (0.86%) Debian
10 4 (0.86%) Embedded Linux
11 3 (0.65%) VMS
12 1 (0.22%) Solaris
12 1 (0.22%) Windows 10
12 1 (0.22%) Windows 7
12 1 (0.22%) Windows 8
Processes & Methodologies
1 148 (31.97%) Software Engineering
2 123 (26.57%) Agile Software Development
3 83 (17.93%) Scrum
4 61 (13.17%) Machine Learning
5 60 (12.96%) Test Automation
6 53 (11.45%) SDLC
7 50 (10.80%) Mentoring
8 48 (10.37%) DevOps
9 40 (8.64%) Open Source
10 33 (7.13%) Analytics
11 30 (6.48%) OO
12 29 (6.26%) Test Scripting
13 26 (5.62%) Automated Testing
13 26 (5.62%) Multithreading
14 25 (5.40%) Coaching
15 20 (4.32%) Bioinformatics
16 18 (3.89%) Prototyping
17 17 (3.67%) Manual Testing
17 17 (3.67%) Process Improvement
18 16 (3.46%) Signal Processing
Programming Languages
1 228 (49.24%) C++
2 198 (42.76%) Java
3 155 (33.48%) C
4 126 (27.21%) Perl
5 116 (25.05%) C#
6 71 (15.33%) JavaScript
7 60 (12.96%) Bash Shell
8 46 (9.94%) Ruby
9 42 (9.07%) SQL
10 27 (5.83%) PHP
11 18 (3.89%) MATLAB
12 17 (3.67%) Tcl
13 16 (3.46%) Shell Script
14 10 (2.16%) Assembly Language
14 10 (2.16%) PL/SQL
14 10 (2.16%) Scala
15 9 (1.94%) Erlang
15 9 (1.94%) R
16 8 (1.73%) Embedded C
16 8 (1.73%) PowerShell
Qualifications
1 172 (37.15%) Degree
2 54 (11.66%) PhD
3 8 (1.73%) Postgraduate
4 2 (0.43%) AWS Certification
4 2 (0.43%) ISEB
4 2 (0.43%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 31 (6.70%) QA
2 3 (0.65%) WAI
System Software
1 27 (5.83%) VMware Infrastructure
2 15 (3.24%) Docker
3 13 (2.81%) Firmware
4 12 (2.59%) NFS
5 10 (2.16%) Samba
6 3 (0.65%) Hyper-V
6 3 (0.65%) Postfix
6 3 (0.65%) Sendmail
6 3 (0.65%) Shibboleth
6 3 (0.65%) Virtual Machines
6 3 (0.65%) vSphere
7 2 (0.43%) Active Directory
7 2 (0.43%) GPFS
7 2 (0.43%) KVM
7 2 (0.43%) PanFS
7 2 (0.43%) VMware ESX
8 1 (0.22%) Apache ZooKeeper
8 1 (0.22%) etcd
Systems Management
1 37 (7.99%) Puppet
2 31 (6.70%) Opscode Chef
3 25 (5.40%) Ansible
4 10 (2.16%) Nagios
5 9 (1.94%) Kibana
5 9 (1.94%) logstash
6 6 (1.30%) Grafana
6 6 (1.30%) Graphite
7 5 (1.08%) Ganglia
7 5 (1.08%) Red Hat Spacewalk
8 2 (0.43%) CFEngine
8 2 (0.43%) Failover Clustering
8 2 (0.43%) Salt
9 1 (0.22%) Consul
9 1 (0.22%) Kubernetes
9 1 (0.22%) rkt
Vendors
1 30 (6.48%) VMware
2 19 (4.10%) Microsoft
3 17 (3.67%) Oracle
4 9 (1.94%) Red Hat
5 8 (1.73%) Dell
5 8 (1.73%) HP
6 6 (1.30%) Atlassian
6 6 (1.30%) SAP
7 5 (1.08%) CheckPoint
7 5 (1.08%) IBM
7 5 (1.08%) Splunk
8 4 (0.86%) Sun
9 3 (0.65%) Cognos
9 3 (0.65%) Hyperion
9 3 (0.65%) Tableau
9 3 (0.65%) Talend
10 2 (0.43%) Apple
10 2 (0.43%) Toshiba
11 1 (0.22%) Intel
11 1 (0.22%) NetApp
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £55000 Per Annum + benfits
Posted: 3 hours ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £50000 Per Annum + benfits
Posted: 3 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k - 50k + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 - £60000 Per Annum + benfits
Posted: 3 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40-50k + 25 days holiday + Flexi Time + Life Assurance + more
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £45000 per annum + Excellent Base + Lucrative Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 30-39k + 25 Days holiday + 12% Pension + Flexi Time + Health care + D
Posted: 2 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £35000 - £50000 per annum, Benefits Benefit Package
Posted: 2 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 45,000
Posted: 2 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £25,000 to £45,000 per annum Best training, progression, pension,
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £competitive + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £55,000 per annum Pension, Flexi, Career Progress, Sto
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Kyna Associates
Salary: £40000 - £50000 Per Annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k + excellent benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum, Benefits: Private Health/Medical + Pension
Posted: 5 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Pension + Stock + More
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £55000 per annum + Fantastic Prospects
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: Highly competitive + excellent benefits. p/t working will be pro-rata
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £50000 per annum + Excellent Benefits & Prospects
Posted: 5 days ago
Cambridge, Cambridgeshire
Interaction Recruitment PLC
Salary: Market related
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £45000 - £65000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £70k + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £25000 - £36000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40-55k plus 5% pension, Medical insurance, Health insurance +25 day
Posted: 4 days ago