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 2 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Oct 2014
Same period 2013 Same period 2012
Big Data
Rank 92 113 145
Rank change year-on-year
+21 +32
Permanent jobs citing Big Data 40 23 9
As % of all permanent IT jobs located in Cambridgeshire 1.63% 1.03% 0.30%
As % of the Database & Business Intelligence category 6.55% 4.01% 0.96%
Number of salaries quoted 35 22 9
Average salary £40,000 £45,000 £32,500
Average salary % change year-on-year
-11.11% +38.46%
90% offered a salary of more than £27,500 £35,500 £26,500
10% offered a salary of more than £51,500 £60,000 £41,500
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
611 573 939
As % of all permanent IT jobs located in Cambridgeshire 24.92% 25.74% 31.16%
Number of salaries quoted 504 503 825
Average salary £41,500 £40,000 £40,000
Average salary % change year-on-year
+3.75% -
90% offered a salary of more than £28,000 £30,000 £30,000
10% offered a salary of more than £57,500 £55,000 £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 2 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 2 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 +4 36 £34,000 -24.44% 12
Peterborough - 1 £60,000 - 1
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 2 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 46 (55.42%) Software Engineering
2 32 (38.55%) Python
3 30 (36.14%) JavaScript
4 28 (33.73%) HTML
5 27 (32.53%) Java
6 25 (30.12%) Degree
6 25 (30.12%) jQuery
7 24 (28.92%) C#
8 23 (27.71%) Web Services
9 22 (26.51%) Agile Software Development
10 20 (24.10%) CSS
10 20 (24.10%) Visualisation
11 19 (22.89%) Mobile App
12 18 (21.69%) SQL Server
13 17 (20.48%) .NET
13 17 (20.48%) Computer Science
14 16 (19.28%) C++
14 16 (19.28%) NoSQL
14 16 (19.28%) Git (software)
15 15 (18.07%) User Experience
16 14 (16.87%) OO
16 14 (16.87%) Selenium
17 13 (15.66%) Linux
17 13 (15.66%) Photoshop
17 13 (15.66%) HTML5
18 12 (14.46%) MySQL
19 11 (13.25%) Rapid Prototyping
19 11 (13.25%) RESTful
19 11 (13.25%) AngularJS
20 10 (12.05%) Jenkins

Big Data
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 2 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 8 (9.64%) Apache
1 8 (9.64%) WebLogic
2 7 (8.43%) SharePoint
3 6 (7.23%) IIS
4 1 (1.20%) Apache Solr
4 1 (1.20%) Node.js
Applications
1 13 (15.66%) Photoshop
Cloud Services
1 7 (8.43%) SaaS
2 6 (7.23%) Amazon EC2
2 6 (7.23%) Microsoft Azure
Communications & Networking
1 5 (6.02%) HTTP
1 5 (6.02%) TCP/IP
2 3 (3.61%) Firewall
3 2 (2.41%) Network Security
3 2 (2.41%) HTTPS
4 1 (1.20%) Internet
4 1 (1.20%) NAS
Database & Business Intelligence
1 18 (21.69%) SQL Server
2 16 (19.28%) NoSQL
3 12 (14.46%) MySQL
4 8 (9.64%) Hadoop
4 8 (9.64%) SQL Server Integration Services
4 8 (9.64%) SQL Server Analysis Services
5 7 (8.43%) SQL Server Reporting Services
5 7 (8.43%) OLAP
5 7 (8.43%) Data Mining
6 6 (7.23%) PostgreSQL
7 5 (6.02%) RDBMS
7 5 (6.02%) MongoDB
7 5 (6.02%) Relational Database
8 4 (4.82%) Microsoft Analysis Services
8 4 (4.82%) RavenDB
8 4 (4.82%) OLTP
8 4 (4.82%) Data Warehouse
9 3 (3.61%) SQL Server 2005
9 3 (3.61%) SQL Server 2008
10 2 (2.41%) Text Mining
Development Applications
1 16 (19.28%) Git (software)
2 14 (16.87%) Selenium
3 10 (12.05%) Jenkins
4 9 (10.84%) Maven
5 6 (7.23%) ReSharper
5 6 (7.23%) Visual Studio
5 6 (7.23%) TeamCity
5 6 (7.23%) NuGet
5 6 (7.23%) Mercurial
6 5 (6.02%) Moq
6 5 (6.02%) Ranorex
6 5 (6.02%) JUnit
6 5 (6.02%) NUnit
7 1 (1.20%) FitNesse
7 1 (1.20%) Cucumber
General
1 8 (9.64%) Finance
2 6 (7.23%) Pharmaceutical
3 5 (6.02%) Telecoms
3 5 (6.02%) Banking
4 4 (4.82%) Retail
5 2 (2.41%) Marketing
6 1 (1.20%) Games
Job Titles
1 46 (55.42%) Developer
2 18 (21.69%) Software Engineer
3 13 (15.66%) Designer
4 12 (14.46%) Java Developer
5 11 (13.25%) Python Developer
6 9 (10.84%) Administrator
7 8 (9.64%) Business Intelligence Developer
7 8 (9.64%) C++ Software Engineer
8 7 (8.43%) Systems Administrator
8 7 (8.43%) C++ Developer
9 5 (6.02%) Software Developer
10 3 (3.61%) Business Developer
10 3 (3.61%) Senior Software Engineer
10 3 (3.61%) Senior Developer
10 3 (3.61%) Senior Business Intelligence Developer
11 2 (2.41%) Data Scientist
11 2 (2.41%) SharePoint Administrator
12 1 (1.20%) UI Developer
12 1 (1.20%) Front-End Developer
12 1 (1.20%) Front-End Web Developer
Libraries, Frameworks & Software Standards
1 28 (33.73%) HTML
2 25 (30.12%) jQuery
3 23 (27.71%) Web Services
4 20 (24.10%) CSS
5 17 (20.48%) .NET
6 13 (15.66%) HTML5
7 11 (13.25%) RESTful
7 11 (13.25%) AngularJS
8 8 (9.64%) Dojo
9 7 (8.43%) Django
9 7 (8.43%) CSS3
10 6 (7.23%) SVG
10 6 (7.23%) .NET Framework
10 6 (7.23%) KnockoutJS
10 6 (7.23%) D3.js
11 5 (6.02%) JSON
11 5 (6.02%) ASP.NET
11 5 (6.02%) XML
11 5 (6.02%) Twisted
11 5 (6.02%) ASP.NET MVC
Miscellaneous
1 20 (24.10%) Visualisation
2 19 (22.89%) Mobile App
3 17 (20.48%) Computer Science
4 15 (18.07%) User Experience
5 10 (12.05%) GIS
6 9 (10.84%) Mathematics
7 7 (8.43%) Algorithms
8 5 (6.02%) Smart Meter
9 2 (2.41%) Analytical Skills
9 2 (2.41%) Statistics
9 2 (2.41%) Open Source
10 1 (1.20%) Life Science
10 1 (1.20%) Informatics
10 1 (1.20%) Client/Server
10 1 (1.20%) Internet of Things
Operating Systems
1 13 (15.66%) Linux
2 9 (10.84%) Windows
3 6 (7.23%) Ubuntu
4 3 (3.61%) Android
5 2 (2.41%) Red Hat Enterprise Linux
5 2 (2.41%) Apple iOS
6 1 (1.20%) Windows Phone 8
6 1 (1.20%) Windows Phone
6 1 (1.20%) UNIX
Processes & Methodologies
1 46 (55.42%) Software Engineering
2 22 (26.51%) Agile Software Development
3 14 (16.87%) OO
4 11 (13.25%) Rapid Prototyping
5 10 (12.05%) TDD
5 10 (12.05%) Scrum
6 9 (10.84%) Kanban
6 9 (10.84%) BDD
6 9 (10.84%) Analytics
7 8 (9.64%) Feature Driven Development
7 8 (9.64%) E-Commerce
7 8 (9.64%) ETL
7 8 (9.64%) Business Intelligence
8 7 (8.43%) Data Modelling
8 7 (8.43%) OOD
8 7 (8.43%) DevOps
9 6 (7.23%) OOP
10 5 (6.02%) MVC
10 5 (6.02%) Functional Programming
11 4 (4.82%) Kimball Methodology
Programming Languages
1 32 (38.55%) Python
2 30 (36.14%) JavaScript
3 27 (32.53%) Java
4 24 (28.92%) C#
5 16 (19.28%) C++
6 10 (12.05%) SQL
7 7 (8.43%) T-SQL
8 6 (7.23%) Erlang
8 6 (7.23%) PowerShell
9 1 (1.20%) Bash Shell
9 1 (1.20%) Objective-C
9 1 (1.20%) Ruby
9 1 (1.20%) VB.NET
9 1 (1.20%) Perl
9 1 (1.20%) C
Qualifications
1 25 (30.12%) Degree
2 2 (2.41%) Postgraduate
3 1 (1.20%) PhD
System Software
1 7 (8.43%) HDFS
2 6 (7.23%) Active Directory
3 1 (1.20%) Firmware
3 1 (1.20%) NFS
Systems Management
1 2 (2.41%) Puppet
1 2 (2.41%) Ansible
2 1 (1.20%) NetBackup
Vendors
1 9 (10.84%) Oracle
2 8 (9.64%) JBoss
3 7 (8.43%) Microsoft
4 6 (7.23%) Splunk
4 6 (7.23%) Rackspace
5 5 (6.02%) Red Gate
5 5 (6.02%) Epiphany
6 2 (2.41%) Red Hat
7 1 (1.20%) Symantec
7 1 (1.20%) Isilon
7 1 (1.20%) NetApp
7 1 (1.20%) Symbian
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