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 June 2017 with a comparison to the same period in the previous 2 years.

Python
East of England / Cambridgeshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 6 19 18
Rank change year-on-year +13 -1  
Permanent jobs citing Python 442 196 250
As % of all permanent IT jobs advertised in Cambridgeshire 22.75% 10.46% 11.65%
As % of the Programming Languages category 31.80% 16.32% 20.49%
Number of salaries quoted 356 178 220
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
90% offered a salary of more than £30,000 £28,500 £35,000
10% offered a salary of more than £70,000 £56,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 1390 1201 1220
As % of all permanent IT job vacancies advertised in Cambridgeshire 71.54% 64.12% 56.85%
Number of salaries quoted 1141 1077 1074
Median salary £45,500 £45,000 £42,500
Median salary % change year-on-year +1.11% +5.88%  
90% offered a salary of more than £30,000 £28,500 £30,000
10% offered a salary of more than £67,500 £55,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

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 June 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 June 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 +14 430 £50,000 +11.11% 86
Python
East of England

For the 6 months to 27 June 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.

1 420 (51.03%) C++
2 371 (45.08%) Java
3 367 (44.59%) Degree
4 352 (42.77%) Mathematics
5 344 (41.80%) Software Engineering
6 312 (37.91%) Computer Science
7 299 (36.33%) C
8 274 (33.29%) Linux
9 233 (28.31%) Machine Learning
10 232 (28.19%) Physics
11 208 (25.27%) Algorithms
12 202 (24.54%) C#
13 167 (20.29%) Perl
14 165 (20.05%) Wireless
15 155 (18.83%) PhD
16 143 (17.38%) MATLAB
17 132 (16.04%) Artificial Intelligence
18 126 (15.31%) Test Automation
19 116 (14.09%) Electronics
20 114 (13.85%) JavaScript
21 111 (13.49%) Windows
21 111 (13.49%) Agile Software Development
22 93 (11.30%) Computer Science Degree
23 89 (10.81%) Docker
24 86 (10.45%) Git (software)
25 83 (10.09%) Amazon AWS
25 83 (10.09%) Wi-Fi
26 81 (9.84%) DevOps
27 78 (9.48%) Telecoms
28 76 (9.23%) Continuous Integration

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 40 (4.86%) Elasticsearch
2 27 (3.28%) Apache Spark
3 20 (2.43%) nginx
4 10 (1.22%) Cloud Foundry
5 8 (0.97%) Drupal
6 6 (0.73%) DNN
6 6 (0.73%) OpenStack
7 5 (0.61%) SharePoint
8 3 (0.36%) Confluence
8 3 (0.36%) Jupyter
8 3 (0.36%) Oracle Workflow
8 3 (0.36%) SAS
8 3 (0.36%) Tomcat
9 1 (0.12%) CMS
9 1 (0.12%) WordPress
Applications
1 2 (0.24%) Microsoft Excel
1 2 (0.24%) Simulink
2 1 (0.12%) Adobe Creative Suite
Business Applications
1 1 (0.12%) SAP Oil and Gas
Cloud Services
1 83 (10.09%) Amazon AWS
2 40 (4.86%) Cloud Computing
3 21 (2.55%) Microsoft Azure
4 15 (1.82%) GitHub
5 14 (1.70%) SaaS
6 12 (1.46%) Loggly
7 6 (0.73%) Amazon EC2
7 6 (0.73%) AWS CloudFormation
7 6 (0.73%) IaaS
8 4 (0.49%) Amazon S3
8 4 (0.49%) Route 53
8 4 (0.49%) Twilio
9 3 (0.36%) Amazon CloudWatch
10 1 (0.12%) Amazon EMR
10 1 (0.12%) PaaS
Communications & Networking
1 165 (20.05%) Wireless
2 83 (10.09%) Wi-Fi
3 67 (8.14%) Bluetooth
4 41 (4.98%) Internet
5 23 (2.79%) Firewall
6 21 (2.55%) TCP/IP
7 18 (2.19%) DVB
7 18 (2.19%) LTE
8 16 (1.94%) WLAN
9 11 (1.34%) ZigBee
10 10 (1.22%) Fibre Channel
10 10 (1.22%) SAN
11 8 (0.97%) HTTP
12 6 (0.73%) PPP
13 5 (0.61%) 802.11
13 5 (0.61%) OFDM
13 5 (0.61%) Software-Defined Networking
14 4 (0.49%) DNS
14 4 (0.49%) Ethernet
15 3 (0.36%) SMS
Database & Business Intelligence
1 41 (4.98%) Big Data
1 41 (4.98%) NoSQL
2 31 (3.77%) MongoDB
3 29 (3.52%) MySQL
4 27 (3.28%) PostgreSQL
5 26 (3.16%) Relational Database
6 21 (2.55%) HBase
7 17 (2.07%) Hadoop
8 16 (1.94%) Redis
9 12 (1.46%) InfluxDB
10 11 (1.34%) Text Mining
11 6 (0.73%) Apache Cassandra
11 6 (0.73%) RDBMS
12 4 (0.49%) Amazon RDS
12 4 (0.49%) Data Mining
13 3 (0.36%) Geospatial Data
13 3 (0.36%) GIS
14 2 (0.24%) BusinessObjects
14 2 (0.24%) Lumira
14 2 (0.24%) Spotfire
Development Applications
1 86 (10.45%) Git (software)
2 65 (7.90%) Jenkins
3 35 (4.25%) Selenium
4 18 (2.19%) JIRA
5 13 (1.58%) Cucumber
5 13 (1.58%) Vagrant
6 12 (1.46%) Grunt
6 12 (1.46%) PHPUnit
6 12 (1.46%) TeamCity
7 11 (1.34%) Visual Studio
8 9 (1.09%) NCrunch
8 9 (1.09%) ReSharper
9 7 (0.85%) JUnit
9 7 (0.85%) RSpec
10 5 (0.61%) Atlassian Bamboo
11 4 (0.49%) Bugzilla
11 4 (0.49%) Mockito
11 4 (0.49%) MSI
11 4 (0.49%) TestNG
11 4 (0.49%) WiX
General
1 116 (14.09%) Electronics
2 78 (9.48%) Telecoms
3 15 (1.82%) Finance
4 14 (1.70%) Games
4 14 (1.70%) Marketing
5 11 (1.34%) Manufacturing
6 10 (1.22%) Law
7 7 (0.85%) Pharmaceutical
8 2 (0.24%) Automotive
8 2 (0.24%) Legal
8 2 (0.24%) Retail
9 1 (0.12%) Banking
Job Titles
1 260 (31.59%) Developer
2 221 (26.85%) Software Engineer
3 149 (18.10%) Embedded Engineer
4 145 (17.62%) Graduate
5 125 (15.19%) C++ Software Engineer
6 119 (14.46%) Software Developer
7 72 (8.75%) Embedded Software Engineer
8 68 (8.26%) C++ Developer
9 61 (7.41%) Java Engineer
10 60 (7.29%) C Software Engineer
11 57 (6.93%) C/C++ Software Engineer
11 57 (6.93%) C++ Software Developer
12 56 (6.80%) Java Developer
13 55 (6.68%) Embedded C Engineer
14 52 (6.32%) Test Engineer
15 51 (6.20%) Python Developer
16 50 (6.08%) DevOps Engineer
17 49 (5.95%) Java Software Engineer
18 46 (5.59%) Graduate Developer
19 45 (5.47%) Graduate Software Engineer
Libraries, Frameworks & Software Standards
1 58 (7.05%) .NET
2 46 (5.59%) HTML
3 41 (4.98%) CSS
4 37 (4.50%) HTML5
5 30 (3.65%) Django
6 29 (3.52%) ASP.NET
7 28 (3.40%) Web Services
8 27 (3.28%) CSS3
9 24 (2.92%) jQuery
10 22 (2.67%) AngularJS
10 22 (2.67%) Natural Language Processing
10 22 (2.67%) Node.js
11 20 (2.43%) JSON
11 20 (2.43%) POSIX
11 20 (2.43%) Ruby on Rails
12 18 (2.19%) React
13 15 (1.82%) Apache Axis
14 13 (1.58%) REST
15 12 (1.46%) Behat
15 12 (1.46%) XML
Miscellaneous
1 312 (37.91%) Computer Science
2 208 (25.27%) Algorithms
3 44 (5.35%) Smart City
4 37 (4.50%) Embedded Systems
5 35 (4.25%) Analytical Skills
6 34 (4.13%) Data Structures
7 33 (4.01%) Internet of Things
8 29 (3.52%) Augmented Reality
9 21 (2.55%) Life Science
10 19 (2.31%) User Experience
11 17 (2.07%) Smartphone
12 15 (1.82%) 3D Printing
13 11 (1.34%) ASIC
13 11 (1.34%) Field-Programmable Gate Array
13 11 (1.34%) Smart Home
14 9 (1.09%) Linux Command Line
15 8 (0.97%) Device Driver
16 7 (0.85%) Verilog
17 6 (0.73%) Mobile App
17 6 (0.73%) SystemC
Operating Systems
1 274 (33.29%) Linux
2 111 (13.49%) Windows
3 55 (6.68%) Unix
4 36 (4.37%) Android
5 19 (2.31%) CentOS
6 16 (1.94%) Apple iOS
6 16 (1.94%) Red Hat Enterprise Linux
7 11 (1.34%) Embedded Linux
8 7 (0.85%) Ubuntu
9 5 (0.61%) Mac OS
10 2 (0.24%) Debian
10 2 (0.24%) Mac OS X
Processes & Methodologies
1 352 (42.77%) Mathematics
2 344 (41.80%) Software Engineering
3 233 (28.31%) Machine Learning
4 232 (28.19%) Physics
5 132 (16.04%) Artificial Intelligence
6 126 (15.31%) Test Automation
7 111 (13.49%) Agile Software Development
8 81 (9.84%) DevOps
9 76 (9.23%) Continuous Integration
10 74 (8.99%) Signal Processing
11 62 (7.53%) Statistics
12 57 (6.93%) Open Source
13 51 (6.20%) Test Scripting
14 50 (6.08%) OO
15 49 (5.95%) Mentoring
16 44 (5.35%) Bayesian Methods
16 44 (5.35%) Smart City Simulations
17 43 (5.22%) Deep Learning
17 43 (5.22%) Multithreading
18 39 (4.74%) Digital Signal Processing
Programming Languages
1 420 (51.03%) C++
2 371 (45.08%) Java
3 299 (36.33%) C
4 202 (24.54%) C#
5 167 (20.29%) Perl
6 143 (17.38%) MATLAB
7 114 (13.85%) JavaScript
8 67 (8.14%) SQL
9 61 (7.41%) Ruby
10 51 (6.20%) Embedded C
11 45 (5.47%) R
12 44 (5.35%) Bash Shell
13 43 (5.22%) PHP
14 32 (3.89%) Scala
15 26 (3.16%) Embedded C++
16 24 (2.92%) Tcl
17 23 (2.79%) Julia
18 17 (2.07%) Assembly Language
19 9 (1.09%) Shell Script
20 5 (0.61%) Lua
Qualifications
1 367 (44.59%) Degree
2 155 (18.83%) PhD
3 93 (11.30%) Computer Science Degree
4 39 (4.74%) Security Cleared
5 36 (4.37%) Numerate Degree
6 6 (0.73%) Postgraduate
7 3 (0.36%) Master's Degree
8 2 (0.24%) CCNA
8 2 (0.24%) Cisco Certification
9 1 (0.12%) ISEB
9 1 (0.12%) ISTQB
Quality Assurance & Compliance
1 31 (3.77%) QA
2 1 (0.12%) Data Quality
System Software
1 89 (10.81%) Docker
2 69 (8.38%) Firmware
3 28 (3.40%) VMware Infrastructure
4 12 (1.46%) Hyper-V
5 9 (1.09%) Virtual Machines
6 7 (0.85%) LXC
7 6 (0.73%) KVM
8 3 (0.36%) GFS2
8 3 (0.36%) NFS
9 2 (0.24%) QEMU
9 2 (0.24%) Xen
10 1 (0.12%) VirtualBox
10 1 (0.12%) XenServer
Systems Management
1 35 (4.25%) Opscode Chef
2 32 (3.89%) Puppet
3 31 (3.77%) Grafana
4 26 (3.16%) Ansible
5 18 (2.19%) Munin
5 18 (2.19%) ZABBIX
6 16 (1.94%) Salt
7 8 (0.97%) Kubernetes
8 3 (0.36%) Graphite
8 3 (0.36%) Kibana
8 3 (0.36%) logstash
9 2 (0.24%) Graylog
10 1 (0.12%) Consul
10 1 (0.12%) Packer
10 1 (0.12%) Terraform
Vendors
1 36 (4.37%) VMware
2 21 (2.55%) Perforce
3 12 (1.46%) SaltStack
4 11 (1.34%) Orchard
5 10 (1.22%) Brocade
5 10 (1.22%) Oracle
6 9 (1.09%) Microsoft
6 9 (1.09%) RedGate
7 8 (0.97%) New Relic
8 5 (0.61%) CA
8 5 (0.61%) Riverbed
8 5 (0.61%) Vyatta
9 4 (0.49%) Salesforce.com
10 3 (0.36%) Atlassian
10 3 (0.36%) Cisco
10 3 (0.36%) Serena
10 3 (0.36%) Tableau
11 2 (0.24%) Google
11 2 (0.24%) Splunk
12 1 (0.12%) Lattice Semiconductor
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 31 minutes ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45,000 to 55,000 + Bonus
Posted: 1 hour ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 50k per year + The Very Best+ Top Prospects!!
Posted: 2 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 50k-70k + benefits + stock options
Posted: 36 minutes ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k-45k + benefits
Posted: 36 minutes ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £30k - 50k per year + Pension Healthcare,Full Package+Top Prospects B
Posted: 16 hours ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £40k - 55k per year + Lucrative benefits+Prospects
Posted: 16 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + share options
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock
Posted: 18 hours ago
Cambridge, Cambridgeshire
The People Network
Salary: £35000 - £65000 per annum, Benefits plus superb benefits
Posted: 23 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to c£65,000 + benefits
Posted: 17 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock options
Posted: 18 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £45000 - £55000 per annum
Posted: 20 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £65000 - £75000 per annum
Posted: 20 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £35000 - £45000 per annum + shares + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Dawson & Walsh
Salary: £25000 - £35000 per annum + Bonus + Pension + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £40000 - £44000 per annum
Posted: 21 hours ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £60000 - £72000 per annum
Posted: 21 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k-45k + benefits
Posted: 36 minutes ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + equity and bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £80000 per annum + equity and bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: Yesterday
St. Neots, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £40000 - £50000 per annum
Posted: 21 hours ago
Cambridge, Cambridgeshire
Oliver Marks Consulting
Salary: Salary dependent on experience
Posted: 22 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £65000 per annum + Bonus, Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k DoE + options
Posted: Yesterday
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 4 days ago
Cambridge, Cambridgeshire
Pioneer Search
Salary: £30000 - £50000 per annum
Posted: 20 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: Yesterday