The table below looks at the statistics for Big Data skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the average salaries offered in IT jobs that have cited Big Data over the 3 months to 23 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Oct 2014
Same period 2013 Same period 2012
Big Data
Rank 95 115 128
Rank change year-on-year
+20 +13
Permanent jobs citing Big Data 37 18 24
As % of all permanent IT jobs located in Cambridgeshire 1.50% 0.84% 0.79%
As % of the Database & Business Intelligence category 6.12% 3.25% 2.46%
Number of salaries quoted 35 16 20
Average salary £40,000 £47,500 £32,000
Average salary % change year-on-year
-15.78% +48.43%
90% offered a salary of more than £27,500 £31,500 £27,000
10% offered a salary of more than £51,500 £60,000 £40,000
UK excluding London average salary £50,000 £50,000 £50,000
Big Data
East of England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cambridgeshire region.

Database & Business Intelligence Category
Cambridgeshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
605 554 977
As % of all permanent IT jobs located in Cambridgeshire 24.57% 25.76% 32.22%
Number of salaries quoted 506 477 858
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £30,000 £30,000
10% offered a salary of more than £57,500 £50,000 £50,000
UK excluding London average salary £40,000 £40,000 £40,000

Big Data
Jobs Demand Trend in Cambridgeshire

This chart provides a 3-month moving total of permanent IT jobs citing Big Data across the Cambridgeshire region as a proportion of the total demand within the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Cambridgeshire

Big Data
Salary Trend in Cambridgeshire

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

Big Data Salary Trend in Cambridgeshire

Big Data
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Big Data across the Cambridgeshire region over the 3 months to 23 October 2014.

Big Data Salary Histogram in Cambridgeshire

Big Data
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Big Data within the Cambridgeshire region over the 3 months to 23 October 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +10 36 £40,000 -15.78% 4
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 23 October 2014, IT jobs across the Cambridgeshire region citing Big Data also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data.

1 51 (56.67%) Software Engineering
2 36 (40.00%) Python
3 35 (38.89%) JavaScript
4 33 (36.67%) HTML
5 32 (35.56%) Java
6 28 (31.11%) CSS
6 28 (31.11%) jQuery
7 26 (28.89%) Web Services
7 26 (28.89%) C#
8 23 (25.56%) Visualisation
9 22 (24.44%) Mobile App
9 22 (24.44%) Degree
9 22 (24.44%) Agile Software Development
10 21 (23.33%) NoSQL
11 18 (20.00%) User Experience
11 18 (20.00%) C++
11 18 (20.00%) SQL Server
12 17 (18.89%) .NET
12 17 (18.89%) Linux
12 17 (18.89%) Computer Science
13 16 (17.78%) Photoshop
13 16 (17.78%) HTML5
13 16 (17.78%) Git (software)
14 15 (16.67%) MySQL
15 14 (15.56%) OO
15 14 (15.56%) Selenium
15 14 (15.56%) RESTful
16 12 (13.33%) Rapid Prototyping
16 12 (13.33%) SQL
17 11 (12.22%) Pharmaceutical

Big Data
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 23 October 2014, IT jobs across the Cambridgeshire region citing Big Data also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data. Up to 20 skills are shown per category.

Application Platforms
1 9 (10.00%) SharePoint
2 8 (8.89%) Apache
2 8 (8.89%) JBoss
2 8 (8.89%) WebLogic
3 6 (6.67%) IIS
4 3 (3.33%) Node.js
5 2 (2.22%) OpenStack
6 1 (1.11%) Apache Solr
Applications
1 16 (17.78%) Photoshop
Cloud Services
1 7 (7.78%) SaaS
2 6 (6.67%) Amazon EC2
2 6 (6.67%) Microsoft Azure
3 2 (2.22%) Cloud Computing
Communications & Networking
1 5 (5.56%) TCP/IP
1 5 (5.56%) HTTP
1 5 (5.56%) Firewall
2 2 (2.22%) AMQP
2 2 (2.22%) Network Security
2 2 (2.22%) IPsec
2 2 (2.22%) SSH
2 2 (2.22%) HTTPS
2 2 (2.22%) IPv6
2 2 (2.22%) SNMP
2 2 (2.22%) 3GPP
2 2 (2.22%) SMTP
3 1 (1.11%) Internet
Database & Business Intelligence
1 21 (23.33%) NoSQL
2 18 (20.00%) SQL Server
3 15 (16.67%) MySQL
4 8 (8.89%) Hadoop
4 8 (8.89%) SQL Server Analysis Services
4 8 (8.89%) SQL Server Integration Services
5 7 (7.78%) OLAP
5 7 (7.78%) Data Mining
5 7 (7.78%) SQL Server Reporting Services
6 6 (6.67%) PostgreSQL
7 5 (5.56%) RDBMS
7 5 (5.56%) Relational Database
7 5 (5.56%) MongoDB
8 4 (4.44%) RavenDB
8 4 (4.44%) Microsoft Analysis Services
8 4 (4.44%) Data Warehouse
8 4 (4.44%) OLTP
9 3 (3.33%) SQL Server 2005
9 3 (3.33%) SQL Server 2008
10 2 (2.22%) Text Mining
Development Applications
1 16 (17.78%) Git (software)
2 14 (15.56%) Selenium
3 10 (11.11%) Jenkins
4 9 (10.00%) Maven
5 6 (6.67%) Mercurial
5 6 (6.67%) TeamCity
5 6 (6.67%) NuGet
5 6 (6.67%) ReSharper
5 6 (6.67%) Visual Studio
6 5 (5.56%) JUnit
6 5 (5.56%) NUnit
6 5 (5.56%) Ranorex
6 5 (5.56%) Moq
7 1 (1.11%) FitNesse
7 1 (1.11%) Cucumber
General
1 11 (12.22%) Pharmaceutical
2 8 (8.89%) Finance
3 5 (5.56%) Banking
3 5 (5.56%) Telecoms
4 4 (4.44%) Retail
5 2 (2.22%) Marketing
5 2 (2.22%) Billing
6 1 (1.11%) Games
Job Titles
1 51 (56.67%) Developer
2 18 (20.00%) Software Engineer
3 16 (17.78%) Designer
4 12 (13.33%) Java Developer
5 11 (12.22%) Python Developer
6 10 (11.11%) Administrator
7 8 (8.89%) Business Intelligence Developer
7 8 (8.89%) C++ Software Engineer
7 8 (8.89%) Systems Administrator
8 7 (7.78%) Software Developer
8 7 (7.78%) C++ Developer
9 3 (3.33%) Senior Developer
9 3 (3.33%) Senior Software Engineer
9 3 (3.33%) Business Developer
9 3 (3.33%) Senior Business Intelligence Developer
10 2 (2.22%) SharePoint Administrator
11 1 (1.11%) Technical Architect
11 1 (1.11%) Web Developer
11 1 (1.11%) Architect
11 1 (1.11%) Tester
Libraries, Frameworks & Software Standards
1 33 (36.67%) HTML
2 28 (31.11%) CSS
2 28 (31.11%) jQuery
3 26 (28.89%) Web Services
4 17 (18.89%) .NET
5 16 (17.78%) HTML5
6 14 (15.56%) RESTful
7 11 (12.22%) AngularJS
8 10 (11.11%) CSS3
9 8 (8.89%) Dojo
10 7 (7.78%) Django
11 6 (6.67%) KnockoutJS
11 6 (6.67%) D3.js
11 6 (6.67%) .NET Framework
11 6 (6.67%) SVG
12 5 (5.56%) ASP.NET
12 5 (5.56%) XML
12 5 (5.56%) JSON
12 5 (5.56%) Twisted
12 5 (5.56%) ASP.NET MVC
Miscellaneous
1 23 (25.56%) Visualisation
2 22 (24.44%) Mobile App
3 18 (20.00%) User Experience
4 17 (18.89%) Computer Science
5 10 (11.11%) GIS
6 7 (7.78%) Mathematics
7 5 (5.56%) Smart Meter
7 5 (5.56%) Algorithms
8 4 (4.44%) Open Source
9 1 (1.11%) Informatics
9 1 (1.11%) Life Science
9 1 (1.11%) Internet of Things
Operating Systems
1 17 (18.89%) Linux
2 9 (10.00%) Windows
3 6 (6.67%) Ubuntu
4 3 (3.33%) Android
5 2 (2.22%) Red Hat Enterprise Linux
5 2 (2.22%) Apple iOS
6 1 (1.11%) Windows Phone 8
6 1 (1.11%) Windows Phone
Processes & Methodologies
1 51 (56.67%) Software Engineering
2 22 (24.44%) Agile Software Development
3 14 (15.56%) OO
4 12 (13.33%) Rapid Prototyping
5 10 (11.11%) Analytics
5 10 (11.11%) TDD
5 10 (11.11%) Scrum
6 9 (10.00%) Kanban
6 9 (10.00%) BDD
7 8 (8.89%) Feature Driven Development
7 8 (8.89%) E-Commerce
7 8 (8.89%) Business Intelligence
7 8 (8.89%) ETL
8 7 (7.78%) Data Modelling
8 7 (7.78%) OOD
8 7 (7.78%) DevOps
9 6 (6.67%) OOP
10 5 (5.56%) MVC
10 5 (5.56%) Functional Programming
11 4 (4.44%) Dimensional Modelling
Programming Languages
1 36 (40.00%) Python
2 35 (38.89%) JavaScript
3 32 (35.56%) Java
4 26 (28.89%) C#
5 18 (20.00%) C++
6 12 (13.33%) SQL
7 8 (8.89%) PowerShell
8 7 (7.78%) T-SQL
9 6 (6.67%) Erlang
10 2 (2.22%) Scala
11 1 (1.11%) C
11 1 (1.11%) VB.NET
11 1 (1.11%) Objective-C
11 1 (1.11%) Ruby
11 1 (1.11%) Bash Shell
Qualifications
1 22 (24.44%) Degree
2 2 (2.22%) Postgraduate
System Software
1 8 (8.89%) Active Directory
2 7 (7.78%) HDFS
Systems Management
1 2 (2.22%) Puppet
1 2 (2.22%) Ansible
Vendors
1 9 (10.00%) Microsoft
1 9 (10.00%) Oracle
2 6 (6.67%) Splunk
2 6 (6.67%) Rackspace
3 5 (5.56%) Epiphany
3 5 (5.56%) Red Gate
4 2 (2.22%) Red Hat
5 1 (1.11%) Symbian
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