The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Python
East of England / Cambridgeshire
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 4 20 14
Rank change year-on-year +16 -6  
Permanent jobs citing Python 381 229 308
As % of all permanent IT jobs advertised in Cambridgeshire 22.39% 10.53% 14.61%
As % of the Programming Languages category 33.25% 18.31% 24.43%
Number of salaries quoted 312 188 255
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,000 £37,500 £27,600
10% offered a salary of more than £69,250 £61,500 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for programming language skills.

Programming Language Skills
Cambridgeshire
Permanent job vacancies with a requirement for programming language skills 1146 1251 1261
As % of all permanent IT job vacancies advertised in Cambridgeshire 67.33% 57.52% 59.82%
Number of salaries quoted 914 1046 1089
Median salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.55%  
90% offered a salary of more than £28,500 £30,000 £28,500
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London median salary £41,000 £40,500 £40,000
% change year-on-year +1.23% +1.25%  

Python
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Cambridgeshire

Python
Salary Trend in Cambridgeshire

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

Salary trend for Python in Cambridgeshire

Python
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Python in Cambridgeshire over the 3 months to 27 March 2017.

Salary histogram for Python 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 27 March 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 +13 354 £45,000 - 78
Huntingdon - 1 £22,500 -
Python
East of England

Python
Top 30 Co-occurring IT Skills in Cambridgeshire

For the 6 months to 27 March 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.

1 372 (53.45%) C++
2 323 (46.41%) Degree
3 276 (39.66%) Linux
4 274 (39.37%) Software Engineering
5 273 (39.22%) Java
6 264 (37.93%) C
7 221 (31.75%) Computer Science
8 214 (30.75%) Mathematics
9 166 (23.85%) Perl
10 142 (20.40%) C#
11 133 (19.11%) Algorithms
12 132 (18.97%) Wireless
13 124 (17.82%) Agile Software Development
14 119 (17.10%) JavaScript
15 117 (16.81%) Windows
16 114 (16.38%) Electronics
16 114 (16.38%) Physics
17 104 (14.94%) Machine Learning
18 83 (11.93%) MATLAB
19 82 (11.78%) PhD
20 74 (10.63%) Telecoms
21 70 (10.06%) HTML
22 69 (9.91%) Bluetooth
23 68 (9.77%) SQL
24 64 (9.20%) Amazon AWS
25 63 (9.05%) Wi-Fi
26 61 (8.76%) CSS
27 60 (8.62%) Test Automation
28 58 (8.33%) Git (software)
28 58 (8.33%) Bash Shell

Python
Co-occurring 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 30 (4.31%) Elasticsearch
2 11 (1.58%) Apache Spark
3 6 (0.86%) OpenStack
4 5 (0.72%) DNN
4 5 (0.72%) Oracle Workflow
4 5 (0.72%) SharePoint
5 4 (0.57%) ArcGIS
5 4 (0.57%) Confluence
6 3 (0.43%) Jetty
6 3 (0.43%) Jupyter
6 3 (0.43%) nginx
7 2 (0.29%) Drupal
7 2 (0.29%) SAS
8 1 (0.14%) Apache Solr
8 1 (0.14%) Luigi
8 1 (0.14%) MS Exchange
8 1 (0.14%) Oracle SOA Suite
8 1 (0.14%) Tomcat
8 1 (0.14%) WebSphere
Applications
1 15 (2.16%) MS Excel
2 4 (0.57%) Simulink
Business Applications
1 3 (0.43%) Oracle BPM
1 3 (0.43%) SAP Oil and Gas
2 1 (0.14%) Dynamics CRM
2 1 (0.14%) Payment Gateway
2 1 (0.14%) SAP CO
2 1 (0.14%) SAP FI
2 1 (0.14%) SAP FI/CO
Cloud Services
1 64 (9.20%) Amazon AWS
2 31 (4.45%) Cloud Computing
3 20 (2.87%) Microsoft Azure
4 14 (2.01%) GitHub
5 6 (0.86%) SaaS
6 4 (0.57%) Amazon EC2
6 4 (0.57%) Amazon S3
6 4 (0.57%) Route 53
6 4 (0.57%) Twilio
7 3 (0.43%) AWS CloudFormation
7 3 (0.43%) IaaS
7 3 (0.43%) Loggly
8 2 (0.29%) PaaS
Communications & Networking
1 132 (18.97%) Wireless
2 69 (9.91%) Bluetooth
3 63 (9.05%) Wi-Fi
4 39 (5.60%) Internet
5 19 (2.73%) TCP/IP
6 18 (2.59%) HTTP
7 17 (2.44%) 802.11
8 15 (2.16%) DVB
8 15 (2.16%) LTE
9 13 (1.87%) Firewall
10 11 (1.58%) Ethernet
11 10 (1.44%) ZigBee
12 9 (1.29%) DNS
12 9 (1.29%) Fibre Channel
12 9 (1.29%) SAN
13 6 (0.86%) DHCP
13 6 (0.86%) SNMP
13 6 (0.86%) Software-Defined Networking
14 5 (0.72%) LDAP
14 5 (0.72%) SMTP
Database & Business Intelligence
1 42 (6.03%) NoSQL
2 40 (5.75%) MySQL
3 38 (5.46%) Big Data
4 29 (4.17%) MongoDB
5 27 (3.88%) Relational Database
6 19 (2.73%) PostgreSQL
7 18 (2.59%) HBase
8 10 (1.44%) BusinessObjects
8 10 (1.44%) Lumira
8 10 (1.44%) Oracle BI EE
8 10 (1.44%) Spotfire
9 6 (0.86%) GIS
9 6 (0.86%) Hadoop
10 5 (0.72%) Apache Cassandra
10 5 (0.72%) Redis
11 4 (0.57%) Amazon RDS
12 3 (0.43%) Data Mining
12 3 (0.43%) Data Warehouse
12 3 (0.43%) InfluxDB
12 3 (0.43%) SAP BW
Development Applications
1 58 (8.33%) Git (software)
2 31 (4.45%) Jenkins
3 20 (2.87%) Selenium
4 11 (1.58%) Grunt
5 10 (1.44%) Bugzilla
5 10 (1.44%) JIRA
5 10 (1.44%) TeamCity
5 10 (1.44%) Visual Studio
6 9 (1.29%) NCrunch
6 9 (1.29%) Oracle APEX
6 9 (1.29%) ReSharper
7 7 (1.01%) Eclipse
7 7 (1.01%) JUnit
8 6 (0.86%) Subversion
9 4 (0.57%) HP UFT
10 3 (0.43%) LabVIEW
10 3 (0.43%) PHPUnit
10 3 (0.43%) Vagrant
11 2 (0.29%) Team Foundation Server
11 2 (0.29%) TestComplete
General
1 114 (16.38%) Electronics
2 74 (10.63%) Telecoms
3 23 (3.30%) Finance
4 21 (3.02%) Games
5 15 (2.16%) Pharmaceutical
6 11 (1.58%) Law
7 10 (1.44%) Manufacturing
8 9 (1.29%) Marketing
9 5 (0.72%) Banking
10 4 (0.57%) Automotive
11 2 (0.29%) Legal
Job Titles
1 212 (30.46%) Developer
2 194 (27.87%) Software Engineer
3 123 (17.67%) Embedded Engineer
4 106 (15.23%) C++ Software Engineer
5 87 (12.50%) Software Developer
6 80 (11.49%) Graduate
7 75 (10.78%) Test Engineer
8 67 (9.63%) Java Engineer
9 65 (9.34%) Embedded Software Engineer
10 63 (9.05%) Java Developer
11 53 (7.61%) Java Software Engineer
12 52 (7.47%) Embedded C Engineer
13 45 (6.47%) Embedded C++ Engineer
13 45 (6.47%) Embedded C++ Software Engineer
14 43 (6.18%) C++ Developer
14 43 (6.18%) Software Test Engineer
15 40 (5.75%) Python Software Engineer
16 39 (5.60%) Development Engineer
17 38 (5.46%) C Software Engineer
18 37 (5.32%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 70 (10.06%) HTML
2 61 (8.76%) CSS
3 58 (8.33%) .NET
4 56 (8.05%) HTML5
5 35 (5.03%) Web Services
6 33 (4.74%) CSS3
7 32 (4.60%) jQuery
8 30 (4.31%) Django
9 28 (4.02%) JSON
9 28 (4.02%) XML
10 27 (3.88%) ASP.NET
11 21 (3.02%) Node.js
11 21 (3.02%) RESTful
12 17 (2.44%) 802.1X
13 15 (2.16%) AngularJS
14 14 (2.01%) Natural Language Processing
14 14 (2.01%) POSIX
14 14 (2.01%) REST
15 12 (1.72%) Qt
16 10 (1.44%) Catalyst
Miscellaneous
1 221 (31.75%) Computer Science
2 133 (19.11%) Algorithms
3 33 (4.74%) Embedded Systems
4 27 (3.88%) Analytical Skills
4 27 (3.88%) Internet of Things
5 26 (3.74%) Linux Command Line
6 23 (3.30%) Data Structures
7 22 (3.16%) User Experience
8 16 (2.30%) Mobile App
9 14 (2.01%) Device Driver
10 13 (1.87%) Field-Programmable Gate Array
11 12 (1.72%) Augmented Reality
12 11 (1.58%) ASIC
12 11 (1.58%) Verilog
13 9 (1.29%) Smart Home
13 9 (1.29%) Smartphone
14 8 (1.15%) Client/Server
14 8 (1.15%) Life Science
15 6 (0.86%) Data Centre
15 6 (0.86%) SystemC
Operating Systems
1 276 (39.66%) Linux
2 117 (16.81%) Windows
3 58 (8.33%) Unix
4 26 (3.74%) Android
5 15 (2.16%) CentOS
6 10 (1.44%) Embedded Linux
6 10 (1.44%) Red Hat Enterprise Linux
7 8 (1.15%) Ubuntu
8 7 (1.01%) Mac OS X
9 5 (0.72%) Windows Server
10 4 (0.57%) Apple iOS
11 1 (0.14%) Solaris
11 1 (0.14%) Windows 10
11 1 (0.14%) Windows 7
11 1 (0.14%) Windows 8
11 1 (0.14%) Windows Server 2012
Processes & Methodologies
1 274 (39.37%) Software Engineering
2 214 (30.75%) Mathematics
3 124 (17.82%) Agile Software Development
4 114 (16.38%) Physics
5 104 (14.94%) Machine Learning
6 60 (8.62%) Test Automation
7 54 (7.76%) Automated Testing
7 54 (7.76%) Mentoring
8 51 (7.33%) Scrum
9 50 (7.18%) Continuous Integration
10 49 (7.04%) Signal Processing
10 49 (7.04%) Test Scripting
11 45 (6.47%) Artificial Intelligence
12 43 (6.18%) Open Source
13 40 (5.75%) SDLC
14 38 (5.46%) DevOps
14 38 (5.46%) OO
15 37 (5.32%) Multithreading
16 34 (4.89%) Analytics
17 33 (4.74%) Digital Signal Processing
Programming Languages
1 372 (53.45%) C++
2 273 (39.22%) Java
3 264 (37.93%) C
4 166 (23.85%) Perl
5 142 (20.40%) C#
6 119 (17.10%) JavaScript
7 83 (11.93%) MATLAB
8 68 (9.77%) SQL
9 58 (8.33%) Bash Shell
10 44 (6.32%) Embedded C
11 38 (5.46%) Ruby
12 33 (4.74%) Tcl
13 26 (3.74%) Assembly Language
14 20 (2.87%) PHP
15 15 (2.16%) Embedded C++
15 15 (2.16%) R
15 15 (2.16%) Scala
16 10 (1.44%) Lua
17 9 (1.29%) PL/SQL
17 9 (1.29%) Shell Script
Qualifications
1 323 (46.41%) Degree
2 82 (11.78%) PhD
3 15 (2.16%) Security Cleared
4 2 (0.29%) Postgraduate
Quality Assurance & Compliance
1 34 (4.89%) QA
2 3 (0.43%) WAI
3 2 (0.29%) ISO13485
System Software
1 49 (7.04%) Docker
2 48 (6.90%) Firmware
3 29 (4.17%) VMware Infrastructure
4 9 (1.29%) Hyper-V
5 7 (1.01%) KVM
6 6 (0.86%) Virtual Machines
7 5 (0.72%) LXC
8 2 (0.29%) GFS2
8 2 (0.29%) NFS
8 2 (0.29%) QEMU
8 2 (0.29%) vSphere
8 2 (0.29%) Xen
9 1 (0.14%) Active Directory
9 1 (0.14%) VirtualBox
Systems Management
1 28 (4.02%) Puppet
2 27 (3.88%) Opscode Chef
3 20 (2.87%) Ansible
4 14 (2.01%) Grafana
4 14 (2.01%) Salt
5 10 (1.44%) Munin
5 10 (1.44%) ZABBIX
6 4 (0.57%) Kubernetes
7 1 (0.14%) Consul
7 1 (0.14%) CSIRT
7 1 (0.14%) Graphite
7 1 (0.14%) Kibana
7 1 (0.14%) logstash
7 1 (0.14%) Packer
7 1 (0.14%) Terraform
Vendors
1 38 (5.46%) VMware
2 31 (4.45%) Microsoft
3 19 (2.73%) Oracle
4 11 (1.58%) Brocade
4 11 (1.58%) Dell
4 11 (1.58%) HP
5 9 (1.29%) RedGate
6 7 (1.01%) SAP
7 5 (0.72%) CA
7 5 (0.72%) Riverbed
7 5 (0.72%) Serena
7 5 (0.72%) Vyatta
8 4 (0.57%) Cisco
8 4 (0.57%) ESRI
8 4 (0.57%) Salesforce.com
9 3 (0.43%) Atlassian
9 3 (0.43%) Cognos
9 3 (0.43%) Hyperion
9 3 (0.43%) SaltStack
9 3 (0.43%) Tableau
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k - 50k + benefits
Posted: 10 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £45k to £60k + bonus + benefits
Posted: 11 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens
Posted: 22 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 22 hours ago
Cambridge, Cambridgeshire
Reed Technology
Salary: £35000 - £45000 per annum
Posted: 12 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45,000 to 55,000 + Bonus
Posted: 13 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + equity and bens
Posted: 22 hours ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 - £60000 Per Annum + benfits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45,000 DoE + Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k+ DOE
Posted: 5 days ago
Cambridge, Cambridgeshire
set2recruit
Salary: From £45,000 to £65,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 3 days ago
Cambridge, Cambridgeshire
The North Starr
Salary: £50000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Salary DOE + Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: £30,000 - £45,000
Posted: 3 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum, Benefits Excellent company benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to c£50,000 + benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £50,000 per annum Stock Options + More
Posted: 3 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £50,000 to £70,000 per annum Pension + Stock + More
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 - £60000 Per Annum + benfits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £35,000 to £65,000 + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: £40,000+
Posted: 6 days ago
Cambridge, Cambridgeshire
Source Technology
Salary: From £30,000 to £55,000 per annum £30,000 - £55,000 depending on exper
Posted: 6 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 6 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Technical Futures
Salary: Excellent Package
Posted: 6 days ago