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

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Python
Rank 12 18 14
Rank change year-on-year
+6 -4
Permanent jobs citing Python 274 241 321
As % of all permanent IT jobs located in Cambridgeshire 17.04% 12.09% 12.88%
As % of the Programming Languages category 26.00% 19.85% 21.57%
Number of salaries quoted 239 207 236
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £27,500 £34,828 £32,500
10% offered a salary of more than £63,000 £61,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
East of England

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
1054 1214 1488
As % of all permanent IT jobs located in Cambridgeshire 65.55% 60.88% 59.71%
Number of salaries quoted 908 1091 1204
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 £31,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 7 December 2016.

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 7 December 2016. 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
(Click see detailed
statistics and trends)
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 +7 246 £47,500 - 67
Peterborough -2 5 £77,500 +82.35% 2
Huntingdon - 1 £48,000 -
Python
East of England

Python
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 7 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 Cambridgeshire region with a requirement for Python.

1 266 (50.38%) C++
2 252 (47.73%) Linux
3 220 (41.67%) Java
4 204 (38.64%) Degree
5 182 (34.47%) C
6 177 (33.52%) Software Engineering
7 158 (29.92%) Computer Science
8 139 (26.33%) Agile Software Development
9 137 (25.95%) Perl
10 126 (23.86%) C#
11 115 (21.78%) Windows
12 104 (19.70%) Mathematics
12 104 (19.70%) Algorithms
13 91 (17.23%) JavaScript
14 88 (16.67%) Scrum
15 73 (13.83%) .NET
16 68 (12.88%) Bash Shell
17 66 (12.50%) Physics
18 63 (11.93%) Test Automation
19 61 (11.55%) Wireless
19 61 (11.55%) Machine Learning
20 57 (10.80%) Ruby
21 55 (10.42%) PhD
22 54 (10.23%) MySQL
22 54 (10.23%) DevOps
22 54 (10.23%) SDLC
23 52 (9.85%) Mentoring
24 51 (9.66%) HTML
24 51 (9.66%) Amazon AWS
25 49 (9.28%) Electronics

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 15 (2.84%) Elasticsearch
2 10 (1.89%) SharePoint
3 9 (1.70%) Apache
4 8 (1.52%) Apache Solr
5 7 (1.33%) nginx
5 7 (1.33%) WordPress
6 5 (0.95%) Skype for Business
7 4 (0.76%) ArcGIS
8 3 (0.57%) CMS
8 3 (0.57%) Confluence
8 3 (0.57%) Jetty
9 2 (0.38%) Apache Spark
9 2 (0.38%) Drupal
9 2 (0.38%) SAS
10 1 (0.19%) IIS
10 1 (0.19%) Luigi
10 1 (0.19%) MediaWiki
10 1 (0.19%) MS Exchange
10 1 (0.19%) OpenStack
10 1 (0.19%) Oracle SOA Suite
Applications
1 7 (1.33%) MS Excel
2 6 (1.14%) Simulink
3 2 (0.38%) MS PowerPoint
3 2 (0.38%) SPSS
4 1 (0.19%) Adobe Illustrator
4 1 (0.19%) Fireworks
4 1 (0.19%) MS Office
4 1 (0.19%) Photoshop
Business Applications
1 3 (0.57%) Oracle BPM
2 2 (0.38%) SAP Oil and Gas
3 1 (0.19%) Dynamics CRM
3 1 (0.19%) Payment Gateway
3 1 (0.19%) SAP CO
3 1 (0.19%) SAP FI
3 1 (0.19%) SAP FI/CO
Cloud Services
1 51 (9.66%) Amazon AWS
2 26 (4.92%) Cloud Computing
3 16 (3.03%) Microsoft Azure
4 10 (1.89%) PaaS
5 8 (1.52%) SaaS
6 7 (1.33%) Office 365
7 6 (1.14%) GitHub
8 4 (0.76%) IaaS
9 1 (0.19%) Amazon CloudWatch
9 1 (0.19%) Amazon EC2
9 1 (0.19%) Amazon ELB
9 1 (0.19%) Amazon S3
9 1 (0.19%) AWS CloudFormation
9 1 (0.19%) DigitalOcean
9 1 (0.19%) Heroku
9 1 (0.19%) Virtual Private Cloud
Communications & Networking
1 61 (11.55%) Wireless
2 34 (6.44%) Wi-Fi
3 31 (5.87%) Bluetooth
4 27 (5.11%) TCP/IP
5 23 (4.36%) HTTP
6 18 (3.41%) Internet
7 17 (3.22%) DNS
7 17 (3.22%) LDAP
8 14 (2.65%) SSL
9 10 (1.89%) DHCP
10 9 (1.70%) 802.11
10 9 (1.70%) Ethernet
10 9 (1.70%) SAN
11 7 (1.33%) Firewall
12 6 (1.14%) 3GPP
12 6 (1.14%) LTE
12 6 (1.14%) SMTP
12 6 (1.14%) X.509
13 5 (0.95%) SNMP
13 5 (0.95%) VLAN
Database & Business Intelligence
1 54 (10.23%) MySQL
2 40 (7.58%) Big Data
3 38 (7.20%) NoSQL
4 27 (5.11%) Relational Database
5 23 (4.36%) MongoDB
6 14 (2.65%) Spotfire
7 13 (2.46%) PostgreSQL
8 10 (1.89%) Hadoop
9 9 (1.70%) BusinessObjects
10 8 (1.52%) Text Mining
11 7 (1.33%) Lumira
11 7 (1.33%) Oracle BI EE
12 6 (1.14%) SQL Server
13 5 (0.95%) HBase
13 5 (0.95%) RDBMS
14 4 (0.76%) Data Mining
14 4 (0.76%) GIS
14 4 (0.76%) Microsoft Power View
14 4 (0.76%) PowerPivot
14 4 (0.76%) SQL Server Analysis Services
Development Applications
1 37 (7.01%) Git (software)
2 26 (4.92%) Jenkins
3 21 (3.98%) JIRA
4 15 (2.84%) Selenium
5 14 (2.65%) Bugzilla
5 14 (2.65%) Subversion
6 9 (1.70%) JUnit
7 7 (1.33%) Buildbot
8 6 (1.14%) Cucumber
8 6 (1.14%) NUnit
8 6 (1.14%) Oracle APEX
9 4 (0.76%) Bitbucket
9 4 (0.76%) HP UFT
10 3 (0.57%) LabVIEW
10 3 (0.57%) Talend Open Studio
11 2 (0.38%) Eclipse
11 2 (0.38%) Maven
11 2 (0.38%) Travis CI
12 1 (0.19%) CircleCI
12 1 (0.19%) Gatling
General
1 49 (9.28%) Electronics
2 42 (7.95%) Telecoms
3 36 (6.82%) Finance
4 18 (3.41%) Pharmaceutical
5 11 (2.08%) Games
6 9 (1.70%) Manufacturing
7 8 (1.52%) Automotive
8 5 (0.95%) Marketing
9 4 (0.76%) Aerospace
9 4 (0.76%) Banking
10 3 (0.57%) Law
11 2 (0.38%) Retail
12 1 (0.19%) Military
Job Titles
1 187 (35.42%) Developer
2 92 (17.42%) Software Engineer
3 84 (15.91%) Software Developer
4 75 (14.20%) Test Engineer
5 63 (11.93%) C++ Developer
6 59 (11.17%) Graduate
7 53 (10.04%) Embedded Engineer
8 52 (9.85%) Java Developer
9 45 (8.52%) Software Test Engineer
9 45 (8.52%) Test Automation Engineer
10 43 (8.14%) Graduate Developer
11 41 (7.77%) C++ Software Engineer
12 39 (7.39%) DevOps Engineer
12 39 (7.39%) Linux Engineer
13 38 (7.20%) Python Developer
14 37 (7.01%) Java Engineer
15 34 (6.44%) C++ Software Developer
16 30 (5.68%) Python Software Engineer
17 29 (5.49%) Programmer
18 28 (5.30%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 73 (13.83%) .NET
2 51 (9.66%) HTML
3 46 (8.71%) Web Services
4 41 (7.77%) CSS
5 39 (7.39%) XML
6 38 (7.20%) Django
7 34 (6.44%) ASP.NET
8 33 (6.25%) JSON
9 31 (5.87%) HTML5
9 31 (5.87%) REST
10 20 (3.79%) RESTful
11 19 (3.60%) LAMP
12 18 (3.41%) AngularJS
12 18 (3.41%) Ruby on Rails
13 17 (3.22%) CSS3
14 15 (2.84%) jQuery
15 11 (2.08%) 802.1X
16 9 (1.70%) Hibernate
16 9 (1.70%) Natural Language Processing
16 9 (1.70%) Spring
Miscellaneous
1 158 (29.92%) Computer Science
2 104 (19.70%) Algorithms
2 104 (19.70%) Mathematics
3 66 (12.50%) Physics
4 29 (5.49%) Visualisation
5 23 (4.36%) Artificial Intelligence
6 21 (3.98%) Analytical Skills
6 21 (3.98%) User Experience
7 15 (2.84%) Embedded Systems
7 15 (2.84%) Mobile App
8 14 (2.65%) Biology
9 13 (2.46%) Statistics
10 12 (2.27%) Informatics
11 11 (2.08%) Data Centre
12 10 (1.89%) Internet of Things
12 10 (1.89%) Life Science
13 8 (1.52%) Device Driver
13 8 (1.52%) Enterprise Software
14 7 (1.33%) Management Information System
15 6 (1.14%) Neural Network
Operating Systems
1 252 (47.73%) Linux
2 115 (21.78%) Windows
3 46 (8.71%) Unix
4 16 (3.03%) Windows Server
5 13 (2.46%) CentOS
6 12 (2.27%) Android
6 12 (2.27%) Ubuntu
7 11 (2.08%) Mac OS X
8 10 (1.89%) Red Hat Enterprise Linux
9 8 (1.52%) Windows Server 2008
10 5 (0.95%) Embedded Linux
10 5 (0.95%) Windows Server 2012
11 4 (0.76%) Debian
12 3 (0.57%) VMS
13 2 (0.38%) Apple iOS
14 1 (0.19%) Solaris
14 1 (0.19%) Windows 10
14 1 (0.19%) Windows 7
14 1 (0.19%) Windows 8
Processes & Methodologies
1 177 (33.52%) Software Engineering
2 139 (26.33%) Agile Software Development
3 88 (16.67%) Scrum
4 63 (11.93%) Test Automation
5 61 (11.55%) Machine Learning
6 54 (10.23%) DevOps
6 54 (10.23%) SDLC
7 52 (9.85%) Mentoring
8 43 (8.14%) Open Source
9 38 (7.20%) Analytics
10 32 (6.06%) Test Scripting
11 31 (5.87%) Automated Testing
11 31 (5.87%) OO
12 28 (5.30%) Multithreading
13 26 (4.92%) Coaching
14 24 (4.55%) Continuous Integration
15 21 (3.98%) Bioinformatics
15 21 (3.98%) Manual Testing
16 19 (3.60%) Signal Processing
16 19 (3.60%) Software Testing
Programming Languages
1 266 (50.38%) C++
2 220 (41.67%) Java
3 182 (34.47%) C
4 137 (25.95%) Perl
5 126 (23.86%) C#
6 91 (17.23%) JavaScript
7 68 (12.88%) Bash Shell
8 57 (10.80%) Ruby
9 47 (8.90%) SQL
10 34 (6.44%) MATLAB
11 31 (5.87%) PHP
12 23 (4.36%) Tcl
13 18 (3.41%) Shell Script
14 12 (2.27%) Assembly Language
15 11 (2.08%) PowerShell
16 10 (1.89%) Embedded C
16 10 (1.89%) PL/SQL
16 10 (1.89%) Scala
17 9 (1.70%) Erlang
17 9 (1.70%) R
Qualifications
1 204 (38.64%) Degree
2 55 (10.42%) PhD
3 8 (1.52%) Postgraduate
4 2 (0.38%) AWS Certification
4 2 (0.38%) ISEB
4 2 (0.38%) ISTQB Foundation Certification
5 1 (0.19%) DV Cleared
5 1 (0.19%) Security Cleared
Quality Assurance & Compliance
1 32 (6.06%) QA
2 3 (0.57%) WAI
System Software
1 29 (5.49%) VMware Infrastructure
2 23 (4.36%) Docker
3 15 (2.84%) Firmware
4 12 (2.27%) NFS
5 10 (1.89%) Samba
6 4 (0.76%) Hyper-V
7 3 (0.57%) KVM
7 3 (0.57%) Postfix
7 3 (0.57%) Sendmail
7 3 (0.57%) Shibboleth
7 3 (0.57%) Virtual Machines
7 3 (0.57%) vSphere
8 2 (0.38%) Active Directory
8 2 (0.38%) GPFS
8 2 (0.38%) PanFS
8 2 (0.38%) VMware ESX
9 1 (0.19%) Apache ZooKeeper
9 1 (0.19%) etcd
9 1 (0.19%) Xen
Systems Management
1 43 (8.14%) Puppet
2 37 (7.01%) Opscode Chef
3 34 (6.44%) Ansible
4 10 (1.89%) Nagios
5 9 (1.70%) Kibana
5 9 (1.70%) logstash
6 6 (1.14%) Grafana
6 6 (1.14%) Graphite
6 6 (1.14%) Kubernetes
7 5 (0.95%) Ganglia
7 5 (0.95%) Red Hat Spacewalk
8 3 (0.57%) Salt
9 2 (0.38%) CFEngine
9 2 (0.38%) Failover Clustering
10 1 (0.19%) Consul
10 1 (0.19%) rkt
Vendors
1 33 (6.25%) VMware
2 26 (4.92%) Microsoft
3 17 (3.22%) Oracle
4 9 (1.70%) Dell
4 9 (1.70%) HP
4 9 (1.70%) Red Hat
5 8 (1.52%) SAP
6 7 (1.33%) Tableau
7 6 (1.14%) Atlassian
8 5 (0.95%) CheckPoint
8 5 (0.95%) IBM
8 5 (0.95%) Splunk
9 4 (0.76%) Sun
10 3 (0.57%) Cognos
10 3 (0.57%) ESRI
10 3 (0.57%) Hyperion
10 3 (0.57%) Talend
11 2 (0.38%) Apple
11 2 (0.38%) Rackspace
11 2 (0.38%) Toshiba
Cambridgeshire
Greywood Associates Limited
Salary: £30000 - £45000 per annum + Benefits
Posted: 6 hours ago
Cambridgeshire
Agentis Solution
Salary: From £35,000 to £45,000 per annum
Posted: 12 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £50k to £70k + benefits
Posted: 15 hours ago
Cambridge, Cambridgeshire
Redrock Consulting Ltd
Salary: £0.00 per annum
Posted: 9 hours ago
Cambridge, Cambridgeshire
Redrock Consulting Ltd
Salary: £45000 - £65000 per annum
Posted: 9 hours ago
Cambridge, Cambridgeshire
Redrock Consulting Ltd
Salary: £0.00 per annum
Posted: 9 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: Highly competitive + excellent benefits. p/t working will be pro-rata
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 9 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £50000 per annum + Excellent Benefits & Prospects
Posted: Yesterday
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent bens
Posted: 9 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k - 50k + benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + shares + bens
Posted: 2 days ago
Cambridge, Cambridgeshire
Technical Futures
Salary: From £45,000 to £50,000 per annum + Excellent Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £highly competitive + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Technical Futures
Salary: Excellent Remuneration Package
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: CW23256
Posted: 2 days ago
Peterborough, Cambridgeshire
Executive Recruitment Services (ERS)
Salary: £26000 - £46000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
ISL
Salary: £45000 - £55000 per annum + + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k
Posted: Yesterday
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £55000 Per Annum + benfits
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Competitive + excellent benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £45000 per annum + Excellent Base + Lucrative Benefits
Posted: 6 days ago