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 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
Cambridgeshire / Cambridge
Rank 3 15 11
Rank change year-on-year
+12 -4
Permanent jobs citing Python 333 176 288
As % of all permanent IT jobs located in Cambridge 28.56% 11.69% 17.81%
As % of the Programming Languages category 38.68% 19.51% 26.79%
Number of salaries quoted 294 140 229
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 £37,500 £28,300
10% offered a salary of more than £60,000 £60,000 £60,000
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 Cambridge region.

Programming Languages Category
Cambridge
Permanent IT job ads with a match in the
Programming Languages category
861 902 1075
As % of all permanent IT jobs located in Cambridge 73.84% 59.93% 66.48%
Number of salaries quoted 735 738 898
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £27,500 £32,500 £27,500
10% offered a salary of more than £60,000 £55,000 £59,400
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 19 February 2017.

Python Salary Histogram in Cambridge

Python
Top 30 Related IT Skills in Cambridge

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 Cambridge region with a requirement for Python.

1 305 (53.60%) C++
2 243 (42.71%) Degree
3 241 (42.36%) Java
4 233 (40.95%) Linux
5 209 (36.73%) Software Engineering
6 193 (33.92%) C
7 178 (31.28%) Computer Science
8 161 (28.30%) Mathematics
9 138 (24.25%) Perl
10 128 (22.50%) C#
10 128 (22.50%) Agile Software Development
11 121 (21.27%) Windows
12 120 (21.09%) Algorithms
13 103 (18.10%) Physics
14 95 (16.70%) JavaScript
15 93 (16.34%) Machine Learning
16 90 (15.82%) Electronics
17 87 (15.29%) Wireless
18 77 (13.53%) PhD
19 66 (11.60%) Scrum
20 63 (11.07%) Test Automation
21 62 (10.90%) .NET
22 57 (10.02%) SQL
23 55 (9.67%) HTML
24 53 (9.31%) Mentoring
25 52 (9.14%) Amazon AWS
26 51 (8.96%) Bash Shell
26 51 (8.96%) Unix
27 50 (8.79%) CSS
28 49 (8.61%) Test Scripting

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 20 (3.51%) Elasticsearch
2 7 (1.23%) OpenStack
3 6 (1.05%) Apache Spark
4 5 (0.88%) Apache
4 5 (0.88%) nginx
4 5 (0.88%) Oracle Workflow
5 4 (0.70%) Confluence
5 4 (0.70%) DNN
6 3 (0.53%) Jetty
6 3 (0.53%) SharePoint
6 3 (0.53%) Skype for Business
6 3 (0.53%) WordPress
7 2 (0.35%) Drupal
8 1 (0.18%) Apache Solr
8 1 (0.18%) Luigi
8 1 (0.18%) MS Exchange
8 1 (0.18%) Oracle SOA Suite
8 1 (0.18%) SAS
8 1 (0.18%) Tomcat
8 1 (0.18%) WebSphere
Applications
1 11 (1.93%) MS Excel
2 6 (1.05%) Simulink
3 1 (0.18%) MS PowerPoint
Business Applications
1 3 (0.53%) Oracle BPM
2 1 (0.18%) Dynamics CRM
2 1 (0.18%) SAP CO
2 1 (0.18%) SAP FI
2 1 (0.18%) SAP FI/CO
Cloud Services
1 52 (9.14%) Amazon AWS
2 26 (4.57%) Cloud Computing
3 19 (3.34%) Microsoft Azure
4 9 (1.58%) GitHub
5 5 (0.88%) Office 365
5 5 (0.88%) SaaS
6 4 (0.70%) PaaS
7 3 (0.53%) Amazon EC2
7 3 (0.53%) Amazon S3
7 3 (0.53%) Route 53
7 3 (0.53%) Twilio
8 1 (0.18%) Amazon CloudWatch
8 1 (0.18%) Amazon ELB
8 1 (0.18%) DigitalOcean
8 1 (0.18%) Heroku
Communications & Networking
1 87 (15.29%) Wireless
2 38 (6.68%) Bluetooth
3 27 (4.75%) Wi-Fi
4 20 (3.51%) TCP/IP
5 16 (2.81%) 802.11
6 15 (2.64%) HTTP
7 12 (2.11%) Internet
8 11 (1.93%) Ethernet
8 11 (1.93%) LDAP
9 10 (1.76%) DHCP
9 10 (1.76%) DNS
10 8 (1.41%) Firewall
10 8 (1.41%) SAN
11 6 (1.05%) LTE
11 6 (1.05%) SSL
11 6 (1.05%) ZigBee
12 5 (0.88%) SNMP
12 5 (0.88%) VLAN
13 4 (0.70%) LAN
13 4 (0.70%) SMTP
Database & Business Intelligence
1 45 (7.91%) MySQL
2 37 (6.50%) NoSQL
3 32 (5.62%) Big Data
4 21 (3.69%) Relational Database
5 19 (3.34%) MongoDB
6 12 (2.11%) HBase
7 10 (1.76%) BusinessObjects
7 10 (1.76%) Lumira
7 10 (1.76%) Oracle BI EE
7 10 (1.76%) PostgreSQL
7 10 (1.76%) Spotfire
8 5 (0.88%) Data Mining
9 4 (0.70%) Hadoop
10 3 (0.53%) Amazon RDS
10 3 (0.53%) Data Warehouse
10 3 (0.53%) SAP BW
11 2 (0.35%) Apache Hive
11 2 (0.35%) Data Lake
11 2 (0.35%) Text Mining
12 1 (0.18%) Redis
Development Applications
1 45 (7.91%) Git (software)
2 21 (3.69%) Jenkins
3 17 (2.99%) JIRA
4 16 (2.81%) Bugzilla
5 15 (2.64%) Selenium
6 12 (2.11%) Subversion
7 9 (1.58%) JUnit
7 9 (1.58%) Oracle APEX
8 7 (1.23%) Eclipse
8 7 (1.23%) Grunt
9 5 (0.88%) TeamCity
10 4 (0.70%) Buildbot
10 4 (0.70%) NCrunch
10 4 (0.70%) ReSharper
10 4 (0.70%) Visual Studio
11 3 (0.53%) Bitbucket
11 3 (0.53%) HP UFT
11 3 (0.53%) LabVIEW
12 2 (0.35%) Cucumber
12 2 (0.35%) NUnit
General
1 90 (15.82%) Electronics
2 42 (7.38%) Telecoms
3 21 (3.69%) Finance
4 18 (3.16%) Games
5 15 (2.64%) Pharmaceutical
6 5 (0.88%) Banking
7 4 (0.70%) Marketing
8 3 (0.53%) Automotive
8 3 (0.53%) Law
9 2 (0.35%) Manufacturing
10 1 (0.18%) Legal
Job Titles
1 191 (33.57%) Developer
2 126 (22.14%) Software Engineer
3 84 (14.76%) Software Developer
4 78 (13.71%) Test Engineer
5 76 (13.36%) Embedded Engineer
6 74 (13.01%) C++ Software Engineer
7 67 (11.78%) Graduate
8 58 (10.19%) Java Developer
9 55 (9.67%) Java Engineer
10 53 (9.31%) C++ Developer
11 47 (8.26%) Software Test Engineer
12 40 (7.03%) Java Software Engineer
13 38 (6.68%) Test Automation Engineer
14 35 (6.15%) C++ Software Developer
15 33 (5.80%) Linux Engineer
16 31 (5.45%) Senior Software Engineer
17 30 (5.27%) Embedded Software Engineer
18 29 (5.10%) Development Engineer
19 28 (4.92%) Graduate Developer
19 28 (4.92%) Python Developer
Libraries, Frameworks & Software Standards
1 62 (10.90%) .NET
2 55 (9.67%) HTML
3 50 (8.79%) CSS
4 45 (7.91%) HTML5
5 37 (6.50%) XML
6 34 (5.98%) ASP.NET
7 32 (5.62%) Web Services
8 30 (5.27%) Django
8 30 (5.27%) JSON
9 22 (3.87%) jQuery
10 20 (3.51%) CSS3
11 19 (3.34%) REST
12 18 (3.16%) RESTful
13 17 (2.99%) 802.1X
14 15 (2.64%) Natural Language Processing
15 14 (2.46%) LAMP
16 13 (2.28%) AngularJS
17 11 (1.93%) Node.js
17 11 (1.93%) Ruby on Rails
18 10 (1.76%) Qt
Miscellaneous
1 178 (31.28%) Computer Science
2 161 (28.30%) Mathematics
3 120 (21.09%) Algorithms
4 103 (18.10%) Physics
5 41 (7.21%) Artificial Intelligence
6 28 (4.92%) Analytical Skills
6 28 (4.92%) Linux Command Line
7 22 (3.87%) Embedded Systems
7 22 (3.87%) Visualisation
8 19 (3.34%) User Experience
9 17 (2.99%) Data Structures
9 17 (2.99%) Mobile App
10 14 (2.46%) Neural Network
10 14 (2.46%) Statistics
11 12 (2.11%) Informatics
12 11 (1.93%) Device Driver
13 9 (1.58%) Augmented Reality
13 9 (1.58%) Enterprise Software
14 8 (1.41%) Life Science
15 7 (1.23%) Field-Programmable Gate Array
Operating Systems
1 233 (40.95%) Linux
2 121 (21.27%) Windows
3 51 (8.96%) Unix
4 22 (3.87%) Android
5 12 (2.11%) Windows Server
6 11 (1.93%) CentOS
6 11 (1.93%) Ubuntu
7 7 (1.23%) Mac OS X
8 5 (0.88%) Embedded Linux
8 5 (0.88%) Windows Server 2008
9 4 (0.70%) Red Hat Enterprise Linux
10 2 (0.35%) Windows Server 2012
11 1 (0.18%) Apple iOS
11 1 (0.18%) Debian
11 1 (0.18%) Solaris
11 1 (0.18%) Windows 10
11 1 (0.18%) Windows 7
11 1 (0.18%) Windows 8
Processes & Methodologies
1 209 (36.73%) Software Engineering
2 128 (22.50%) Agile Software Development
3 93 (16.34%) Machine Learning
4 66 (11.60%) Scrum
5 63 (11.07%) Test Automation
6 53 (9.31%) Mentoring
7 49 (8.61%) Test Scripting
8 42 (7.38%) Automated Testing
8 42 (7.38%) SDLC
9 38 (6.68%) Multithreading
10 34 (5.98%) OO
10 34 (5.98%) Open Source
11 33 (5.80%) Analytics
12 32 (5.62%) DevOps
13 30 (5.27%) Continuous Integration
14 28 (4.92%) Signal Processing
15 26 (4.57%) Bioinformatics
15 26 (4.57%) Cross-Platform Development
15 26 (4.57%) OOP
16 23 (4.04%) Distributed Algorithms
Programming Languages
1 305 (53.60%) C++
2 241 (42.36%) Java
3 193 (33.92%) C
4 138 (24.25%) Perl
5 128 (22.50%) C#
6 95 (16.70%) JavaScript
7 57 (10.02%) SQL
8 51 (8.96%) Bash Shell
9 45 (7.91%) MATLAB
10 31 (5.45%) Embedded C
10 31 (5.45%) Ruby
11 28 (4.92%) Tcl
12 21 (3.69%) Assembly Language
13 17 (2.99%) PHP
14 12 (2.11%) Scala
15 11 (1.93%) R
16 10 (1.76%) Embedded C++
16 10 (1.76%) Lua
17 9 (1.58%) PL/SQL
17 9 (1.58%) VBA
Qualifications
1 243 (42.71%) Degree
2 77 (13.53%) PhD
3 8 (1.41%) Security Cleared
4 3 (0.53%) Postgraduate
5 2 (0.35%) ISEB
5 2 (0.35%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 30 (5.27%) QA
2 3 (0.53%) WAI
3 2 (0.35%) ISO13485
System Software
1 30 (5.27%) Firmware
2 26 (4.57%) VMware Infrastructure
3 22 (3.87%) Docker
4 6 (1.05%) NFS
5 5 (0.88%) Hyper-V
5 5 (0.88%) Samba
6 4 (0.70%) Virtual Machines
7 3 (0.53%) KVM
7 3 (0.53%) vSphere
8 2 (0.35%) VMware ESX
9 1 (0.18%) Active Directory
9 1 (0.18%) Apache ZooKeeper
9 1 (0.18%) etcd
9 1 (0.18%) GFS2
9 1 (0.18%) LXC
9 1 (0.18%) Xen
Systems Management
1 18 (3.16%) Opscode Chef
1 18 (3.16%) Puppet
2 15 (2.64%) Ansible
3 7 (1.23%) Salt
4 4 (0.70%) Kibana
4 4 (0.70%) logstash
5 3 (0.53%) Grafana
5 3 (0.53%) Red Hat Spacewalk
6 2 (0.35%) Munin
6 2 (0.35%) ZABBIX
7 1 (0.18%) Consul
7 1 (0.18%) Graphite
7 1 (0.18%) rkt
Vendors
1 31 (5.45%) VMware
2 27 (4.75%) Microsoft
3 19 (3.34%) Oracle
4 11 (1.93%) Dell
4 11 (1.93%) HP
5 7 (1.23%) Atlassian
6 5 (0.88%) Serena
7 4 (0.70%) Cisco
7 4 (0.70%) RedGate
7 4 (0.70%) SAP
7 4 (0.70%) Sun
8 3 (0.53%) Brocade
8 3 (0.53%) CheckPoint
8 3 (0.53%) Cognos
8 3 (0.53%) Hyperion
8 3 (0.53%) Red Hat
8 3 (0.53%) Salesforce.com
8 3 (0.53%) Tableau
9 1 (0.18%) NetApp
9 1 (0.18%) Vertica
Cambridge, Cambridgeshire
Senitor Associates
Salary: Great Benefits
Posted: 2 days ago
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: 2 days ago
Cambridge, Cambridgeshire
Kyna Associates
Salary: £55000 Per Annum bonuses+excellent 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: 3 days ago
Cambridge, Cambridgeshire
set2recruit
Salary: From £27,000 to £31,000 per annum DOE
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £40k DoE
Posted: 2 days ago
Cambridge, Cambridgeshire
Greywood Associates Limited
Salary: £35000 - £50000 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Real Time Recruitment Solutions
Salary: 30k-55k
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Revolution Technology
Salary: From £15,000 to £30,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
IC Resources
Salary: Competitive
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Xist4 IT Recruitment
Salary: £35-40,000 + £2k Bonus + Bens
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 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: 5 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: From £35,000 to £50,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £20000 - £25000 per annum, Bonus, BUPA, and much more!
Posted: 5 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 30-40k + 25 Days holiday + 12% Pension + Flexi Time + Health care + D
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: ~£35k
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 - £60000 Per Annum + benfits
Posted: 6 days ago