The table below looks at the statistics for Python skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Python
East of England / Cambridgeshire
Rank 5 21 15
Rank change year-on-year
+16 -6
Permanent jobs citing Python 375 201 309
As % of all permanent IT jobs located in Cambridgeshire 22.37% 9.29% 13.66%
As % of the Programming Languages category 33.19% 16.63% 22.55%
Number of salaries quoted 328 156 251
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,000 £37,500 £27,500
10% offered a salary of more than £58,250 £60,000 £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 Cambridgeshire region.

Programming Languages Category
Cambridgeshire
Permanent IT job ads with a match in the
Programming Languages category
1130 1209 1370
As % of all permanent IT jobs located in Cambridgeshire 67.42% 55.89% 60.57%
Number of salaries quoted 955 998 1162
Median salary £45,000 £41,500 £42,500
Median salary % change year-on-year
+8.43% -2.35%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £58,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Python
Jobs Demand Trend in Cambridgeshire

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

Python Jobs Demand Trend in Cambridgeshire

Python
Salary Trend in Cambridgeshire

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

Python Salary Trend in Cambridgeshire

Python
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Python across the Cambridgeshire region over the 3 months to 23 February 2017.

Python Salary Histogram in Cambridgeshire

Python
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Cambridgeshire region over the 3 months to 23 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
Cambridge +13 343 £45,000 - 85
Huntingdon - 1 £22,500 -
Python
East of England

Python
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 23 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 Cambridgeshire region with a requirement for Python.

1 346 (53.98%) C++
2 280 (43.68%) Degree
3 269 (41.97%) Linux
4 257 (40.09%) Java
5 241 (37.60%) Software Engineering
6 231 (36.04%) C
7 192 (29.95%) Computer Science
8 187 (29.17%) Mathematics
9 149 (23.24%) Perl
10 138 (21.53%) Agile Software Development
11 133 (20.75%) C#
12 132 (20.59%) Algorithms
13 129 (20.12%) Windows
14 114 (17.78%) Wireless
15 108 (16.85%) JavaScript
16 105 (16.38%) Physics
17 98 (15.29%) Electronics
18 95 (14.82%) Machine Learning
19 79 (12.32%) PhD
20 70 (10.92%) Scrum
21 69 (10.76%) MATLAB
22 67 (10.45%) SQL
23 66 (10.30%) .NET
24 65 (10.14%) HTML
24 65 (10.14%) Telecoms
25 63 (9.83%) Test Automation
26 61 (9.52%) Bluetooth
27 58 (9.05%) Amazon AWS
28 57 (8.89%) Bash Shell
29 55 (8.58%) CSS

Python
Top Related IT Skills in Cambridgeshire 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 21 (3.28%) Elasticsearch
2 7 (1.09%) OpenStack
3 6 (0.94%) Apache Spark
3 6 (0.94%) SharePoint
4 5 (0.78%) Apache
4 5 (0.78%) Confluence
4 5 (0.78%) nginx
4 5 (0.78%) Oracle Workflow
5 4 (0.62%) ArcGIS
5 4 (0.62%) DNN
6 3 (0.47%) Jetty
6 3 (0.47%) Skype for Business
6 3 (0.47%) WordPress
7 2 (0.31%) Drupal
7 2 (0.31%) SAS
8 1 (0.16%) Apache Solr
8 1 (0.16%) MS Exchange
8 1 (0.16%) Oracle SOA Suite
8 1 (0.16%) Tomcat
8 1 (0.16%) WebSphere
Applications
1 11 (1.72%) MS Excel
2 6 (0.94%) Simulink
Business Applications
1 3 (0.47%) Oracle BPM
1 3 (0.47%) SAP Oil and Gas
2 1 (0.16%) Dynamics CRM
2 1 (0.16%) Payment Gateway
2 1 (0.16%) SAP CO
2 1 (0.16%) SAP FI
2 1 (0.16%) SAP FI/CO
Cloud Services
1 58 (9.05%) Amazon AWS
2 27 (4.21%) Cloud Computing
3 20 (3.12%) Microsoft Azure
4 10 (1.56%) GitHub
5 5 (0.78%) Office 365
5 5 (0.78%) SaaS
6 4 (0.62%) Amazon EC2
6 4 (0.62%) Amazon S3
6 4 (0.62%) PaaS
6 4 (0.62%) Route 53
6 4 (0.62%) Twilio
7 1 (0.16%) Amazon CloudWatch
7 1 (0.16%) Amazon ELB
7 1 (0.16%) DigitalOcean
7 1 (0.16%) Heroku
Communications & Networking
1 114 (17.78%) Wireless
2 61 (9.52%) Bluetooth
3 49 (7.64%) Wi-Fi
4 23 (3.59%) TCP/IP
5 20 (3.12%) Internet
6 17 (2.65%) 802.11
7 15 (2.34%) HTTP
8 12 (1.87%) Ethernet
8 12 (1.87%) LDAP
9 11 (1.72%) DNS
10 10 (1.56%) DHCP
10 10 (1.56%) LTE
10 10 (1.56%) SAN
11 8 (1.25%) Firewall
12 7 (1.09%) Fibre Channel
13 6 (0.94%) DVB
13 6 (0.94%) SNMP
13 6 (0.94%) ZigBee
14 5 (0.78%) SSL
14 5 (0.78%) VLAN
Database & Business Intelligence
1 45 (7.02%) MySQL
2 38 (5.93%) NoSQL
3 33 (5.15%) Big Data
4 26 (4.06%) Relational Database
5 23 (3.59%) MongoDB
6 14 (2.18%) PostgreSQL
6 14 (2.18%) Spotfire
7 13 (2.03%) HBase
8 10 (1.56%) BusinessObjects
8 10 (1.56%) Lumira
8 10 (1.56%) Oracle BI EE
9 5 (0.78%) Data Mining
9 5 (0.78%) GIS
9 5 (0.78%) SQL Server
10 4 (0.62%) Hadoop
10 4 (0.62%) Microsoft Power View
10 4 (0.62%) PowerPivot
10 4 (0.62%) SQL Server Analysis Services
10 4 (0.62%) SQL Server Integration Services
10 4 (0.62%) SQL Server Reporting Services
Development Applications
1 51 (7.96%) Git (software)
2 23 (3.59%) Jenkins
3 19 (2.96%) JIRA
4 16 (2.50%) Bugzilla
5 15 (2.34%) Selenium
6 12 (1.87%) Subversion
7 9 (1.40%) JUnit
7 9 (1.40%) Oracle APEX
8 7 (1.09%) Eclipse
8 7 (1.09%) Grunt
9 5 (0.78%) TeamCity
10 4 (0.62%) Buildbot
10 4 (0.62%) NCrunch
10 4 (0.62%) ReSharper
10 4 (0.62%) Visual Studio
11 3 (0.47%) Bitbucket
11 3 (0.47%) HP UFT
11 3 (0.47%) LabVIEW
12 2 (0.31%) Ant
12 2 (0.31%) NUnit
General
1 98 (15.29%) Electronics
2 65 (10.14%) Telecoms
3 27 (4.21%) Finance
4 18 (2.81%) Games
5 15 (2.34%) Pharmaceutical
6 9 (1.40%) Marketing
7 6 (0.94%) Manufacturing
8 5 (0.78%) Banking
9 4 (0.62%) Automotive
10 3 (0.47%) Law
11 2 (0.31%) Legal
12 1 (0.16%) Aerospace
Job Titles
1 209 (32.61%) Developer
2 154 (24.02%) Software Engineer
3 101 (15.76%) Embedded Engineer
4 92 (14.35%) Software Developer
5 91 (14.20%) C++ Software Engineer
6 80 (12.48%) Test Engineer
7 71 (11.08%) Graduate
8 65 (10.14%) Java Developer
9 62 (9.67%) Java Engineer
10 55 (8.58%) C++ Developer
11 52 (8.11%) Embedded Software Engineer
12 48 (7.49%) Software Test Engineer
13 46 (7.18%) Java Software Engineer
14 41 (6.40%) Embedded C Engineer
14 41 (6.40%) Embedded C++ Engineer
15 39 (6.08%) Embedded C++ Software Engineer
16 38 (5.93%) Python Software Engineer
17 37 (5.77%) Test Automation Engineer
18 36 (5.62%) Linux Engineer
18 36 (5.62%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 66 (10.30%) .NET
2 65 (10.14%) HTML
3 55 (8.58%) CSS
4 49 (7.64%) HTML5
5 37 (5.77%) XML
6 36 (5.62%) Web Services
7 33 (5.15%) ASP.NET
8 31 (4.84%) Django
9 30 (4.68%) JSON
10 24 (3.74%) CSS3
10 24 (3.74%) jQuery
11 19 (2.96%) REST
11 19 (2.96%) RESTful
12 18 (2.81%) 802.1X
13 15 (2.34%) Natural Language Processing
13 15 (2.34%) Node.js
14 13 (2.03%) AngularJS
14 13 (2.03%) LAMP
14 13 (2.03%) Qt
15 11 (1.72%) Ruby on Rails
Miscellaneous
1 192 (29.95%) Computer Science
2 132 (20.59%) Algorithms
3 28 (4.37%) Analytical Skills
3 28 (4.37%) Linux Command Line
4 25 (3.90%) Embedded Systems
5 19 (2.96%) User Experience
6 18 (2.81%) Data Structures
6 18 (2.81%) Mobile App
7 14 (2.18%) Device Driver
8 13 (2.03%) Internet of Things
9 10 (1.56%) Augmented Reality
9 10 (1.56%) Data Centre
10 9 (1.40%) Enterprise Software
10 9 (1.40%) Field-Programmable Gate Array
11 8 (1.25%) ASIC
11 8 (1.25%) Life Science
12 7 (1.09%) Client/Server
12 7 (1.09%) Verilog
13 4 (0.62%) Grid Computing
13 4 (0.62%) Smartphone
Operating Systems
1 269 (41.97%) Linux
2 129 (20.12%) Windows
3 53 (8.27%) Unix
4 26 (4.06%) Android
5 12 (1.87%) CentOS
5 12 (1.87%) Ubuntu
5 12 (1.87%) Windows Server
6 10 (1.56%) Mac OS X
7 8 (1.25%) Embedded Linux
8 5 (0.78%) Windows Server 2008
9 4 (0.62%) Apple iOS
9 4 (0.62%) Red Hat Enterprise Linux
10 2 (0.31%) Windows Server 2012
11 1 (0.16%) Debian
11 1 (0.16%) Solaris
11 1 (0.16%) Windows 10
11 1 (0.16%) Windows 7
11 1 (0.16%) Windows 8
Processes & Methodologies
1 241 (37.60%) Software Engineering
2 187 (29.17%) Mathematics
3 138 (21.53%) Agile Software Development
4 105 (16.38%) Physics
5 95 (14.82%) Machine Learning
6 70 (10.92%) Scrum
7 63 (9.83%) Test Automation
8 55 (8.58%) Mentoring
9 50 (7.80%) Test Scripting
10 44 (6.86%) Automated Testing
11 42 (6.55%) Artificial Intelligence
11 42 (6.55%) SDLC
12 39 (6.08%) Analytics
13 38 (5.93%) Multithreading
13 38 (5.93%) Open Source
14 37 (5.77%) Continuous Integration
15 36 (5.62%) Signal Processing
16 35 (5.46%) DevOps
17 34 (5.30%) OO
18 27 (4.21%) OOP
Programming Languages
1 346 (53.98%) C++
2 257 (40.09%) Java
3 231 (36.04%) C
4 149 (23.24%) Perl
5 133 (20.75%) C#
6 108 (16.85%) JavaScript
7 69 (10.76%) MATLAB
8 67 (10.45%) SQL
9 57 (8.89%) Bash Shell
10 39 (6.08%) Ruby
11 33 (5.15%) Embedded C
12 31 (4.84%) Tcl
13 23 (3.59%) Assembly Language
14 18 (2.81%) PHP
15 12 (1.87%) R
15 12 (1.87%) Scala
16 11 (1.72%) Embedded C++
17 10 (1.56%) Lua
18 9 (1.40%) PL/SQL
18 9 (1.40%) Shell Script
Qualifications
1 280 (43.68%) Degree
2 79 (12.32%) PhD
3 9 (1.40%) Security Cleared
4 3 (0.47%) Postgraduate
5 2 (0.31%) ISEB
5 2 (0.31%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 31 (4.84%) QA
2 3 (0.47%) WAI
3 2 (0.31%) ISO13485
System Software
1 32 (4.99%) Firmware
2 28 (4.37%) Docker
3 26 (4.06%) VMware Infrastructure
4 7 (1.09%) NFS
5 6 (0.94%) Virtual Machines
6 5 (0.78%) Hyper-V
6 5 (0.78%) Samba
7 3 (0.47%) KVM
7 3 (0.47%) vSphere
8 2 (0.31%) GFS2
8 2 (0.31%) QEMU
8 2 (0.31%) VMware ESX
9 1 (0.16%) Active Directory
9 1 (0.16%) Apache ZooKeeper
9 1 (0.16%) etcd
9 1 (0.16%) LXC
9 1 (0.16%) Xen
Systems Management
1 23 (3.59%) Opscode Chef
1 23 (3.59%) Puppet
2 20 (3.12%) Ansible
3 8 (1.25%) Salt
4 4 (0.62%) Kibana
4 4 (0.62%) Kubernetes
4 4 (0.62%) logstash
5 3 (0.47%) Grafana
5 3 (0.47%) Red Hat Spacewalk
6 2 (0.31%) Munin
6 2 (0.31%) ZABBIX
7 1 (0.16%) Consul
7 1 (0.16%) CSIRT
7 1 (0.16%) Graphite
7 1 (0.16%) rkt
Vendors
1 34 (5.30%) VMware
2 33 (5.15%) Microsoft
3 19 (2.96%) Oracle
4 11 (1.72%) Dell
4 11 (1.72%) HP
5 8 (1.25%) Atlassian
6 7 (1.09%) SAP
6 7 (1.09%) Tableau
7 5 (0.78%) Serena
8 4 (0.62%) Cisco
8 4 (0.62%) ESRI
8 4 (0.62%) RedGate
8 4 (0.62%) Salesforce.com
8 4 (0.62%) Sun
9 3 (0.47%) Brocade
9 3 (0.47%) CheckPoint
9 3 (0.47%) Cognos
9 3 (0.47%) Hyperion
9 3 (0.47%) Red Hat
10 1 (0.16%) Veeam
Cambridge, Cambridgeshire
Cambridge DT
Salary: £35000.00 - £45000.00 per annum + benefits
Posted: 7 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 16 hours ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £55000 - £70000 per annum
Posted: 9 hours ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Salary DOE + Benefits
Posted: 8 hours ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £50,000 to £70,000 per annum Pension + Stock + More
Posted: 5 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent DoE + benefits
Posted: 14 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £45k to £60k + bonus + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k+ with top package + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £75k + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent DoE + good package
Posted: 14 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £70k + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £competitive + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Greywood Associates Limited
Salary: £35000 - £50000 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
The North Starr
Salary: £40000 - £50000 per annum + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £60,000 per annum Salary DOE + Stock + More
Posted: 8 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k-45k + benefits
Posted: 8 hours ago
Cambridge, Cambridgeshire
Hanover Recruitment
Salary: £70000.00 per annum + Bonus and Shares
Posted: Yesterday
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: Excellent salary, bonus scheme, pension contribution matching (up to 5
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Cambridgeshire
Agentis Solution
Salary: From £35,000 to £45,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £80k DoE + top benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: ~£35k
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £50,000 per annum Stock Options + More
Posted: 3 days ago