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

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Big Data
Rank 105 112 77
Rank change year-on-year
+7 -35
Permanent jobs citing Big Data 38 21 78
As % of all permanent IT jobs located in Cambridgeshire 1.51% 0.98% 2.76%
As % of the Database & Business Intelligence category 6.15% 3.83% 8.19%
Number of salaries quoted 37 13 61
Average salary £40,000 £42,500 £32,500
Average salary % change year-on-year
-5.88% +30.76%
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £47,000 £59,500 £40,000
UK excluding London average salary £47,500 £50,000 £47,500
% change year-on-year
-5.00% +5.26%
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
618 548 952
As % of all permanent IT jobs located in Cambridgeshire 24.54% 25.56% 33.71%
Number of salaries quoted 530 458 863
Average salary £40,000 £40,000 £37,500
Average salary % change year-on-year
- +6.66%
90% offered a salary of more than £24,300 £29,500 £29,000
10% offered a salary of more than £57,500 £52,500 £55,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 19 December 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 19 December 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 +18 38 £40,000 +17.64% 6
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 19 December 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 40 (50.63%) HTML
2 36 (45.57%) CSS
2 36 (45.57%) Software Engineering
3 35 (44.30%) Python
4 29 (36.71%) JavaScript
5 27 (34.18%) Mobile App
6 25 (31.65%) Visualisation
7 22 (27.85%) User Experience
8 21 (26.58%) Degree
8 21 (26.58%) Photoshop
9 20 (25.32%) C#
9 20 (25.32%) Web Services
10 19 (24.05%) Java
10 19 (24.05%) Linux
11 17 (21.52%) NoSQL
11 17 (21.52%) jQuery
11 17 (21.52%) HTML5
12 15 (18.99%) Computer Science
12 15 (18.99%) Pharmaceutical
13 14 (17.72%) RESTful
13 14 (17.72%) SQL Server
14 13 (16.46%) Windows
14 13 (16.46%) Analytics
15 12 (15.19%) MySQL
15 12 (15.19%) .NET
16 11 (13.92%) SQL
16 11 (13.92%) SharePoint
16 11 (13.92%) Rapid Prototyping
17 10 (12.66%) CSS3
18 9 (11.39%) Git (software)

Big Data
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 19 December 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 11 (13.92%) SharePoint
2 3 (3.80%) Apache Solr
2 3 (3.80%) Node.js
2 3 (3.80%) IIS
3 2 (2.53%) JBoss
3 2 (2.53%) Apache
3 2 (2.53%) WebLogic
3 2 (2.53%) OpenStack
Applications
1 21 (26.58%) Photoshop
Cloud Services
1 5 (6.33%) Amazon EC2
1 5 (6.33%) Microsoft Azure
1 5 (6.33%) SaaS
2 2 (2.53%) Cloud Computing
Communications & Networking
1 9 (11.39%) Firewall
2 7 (8.86%) Network Security
3 2 (2.53%) AMQP
3 2 (2.53%) IPsec
3 2 (2.53%) SSH
3 2 (2.53%) HTTPS
3 2 (2.53%) IPv6
3 2 (2.53%) 3GPP
3 2 (2.53%) SMTP
3 2 (2.53%) HTTP
3 2 (2.53%) SNMP
4 1 (1.27%) TCP/IP
Database & Business Intelligence
1 17 (21.52%) NoSQL
2 14 (17.72%) SQL Server
3 12 (15.19%) MySQL
4 6 (7.59%) Text Mining
4 6 (7.59%) Data Mining
5 5 (6.33%) OLAP
5 5 (6.33%) Hadoop
5 5 (6.33%) SQL Server Reporting Services
5 5 (6.33%) SQL Server Integration Services
5 5 (6.33%) SQL Server Analysis Services
6 4 (5.06%) MongoDB
7 3 (3.80%) RavenDB
7 3 (3.80%) SQL Server 2008
7 3 (3.80%) SQL Server 2005
7 3 (3.80%) Data Warehouse
8 2 (2.53%) Microsoft Analysis Services
8 2 (2.53%) OLTP
8 2 (2.53%) RDBMS
8 2 (2.53%) PostgreSQL
8 2 (2.53%) Relational Database
Development Applications
1 9 (11.39%) Git (software)
2 8 (10.13%) Selenium
3 5 (6.33%) TeamCity
3 5 (6.33%) ReSharper
3 5 (6.33%) Visual Studio
3 5 (6.33%) NUnit
3 5 (6.33%) Mercurial
3 5 (6.33%) Moq
3 5 (6.33%) NuGet
3 5 (6.33%) Ranorex
4 3 (3.80%) Jenkins
4 3 (3.80%) Maven
5 2 (2.53%) JUnit
6 1 (1.27%) Eclipse
6 1 (1.27%) Cucumber
General
1 15 (18.99%) Pharmaceutical
2 6 (7.59%) Finance
3 3 (3.80%) Telecoms
3 3 (3.80%) Banking
3 3 (3.80%) Retail
4 2 (2.53%) Billing
4 2 (2.53%) Marketing
5 1 (1.27%) Automotive
5 1 (1.27%) Games
Job Titles
1 33 (41.77%) Developer
2 21 (26.58%) Designer
3 15 (18.99%) Administrator
4 13 (16.46%) Systems Administrator
5 8 (10.13%) Java Developer
6 6 (7.59%) Software Engineer
6 6 (7.59%) Python Developer
7 5 (6.33%) Business Intelligence Developer
7 5 (6.33%) Software Developer
8 3 (3.80%) Web Developer
8 3 (3.80%) Business Developer
9 2 (2.53%) Applications Developer
9 2 (2.53%) Senior Developer
9 2 (2.53%) Systems Engineer
9 2 (2.53%) Test Engineer
9 2 (2.53%) Python/Django Developer
9 2 (2.53%) Web Applications Developer
9 2 (2.53%) SharePoint Administrator
9 2 (2.53%) Python Web Developer
10 1 (1.27%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 40 (50.63%) HTML
2 36 (45.57%) CSS
3 20 (25.32%) Web Services
4 17 (21.52%) jQuery
4 17 (21.52%) HTML5
5 14 (17.72%) RESTful
6 12 (15.19%) .NET
7 10 (12.66%) CSS3
8 7 (8.86%) AngularJS
9 6 (7.59%) Django
10 5 (6.33%) ASP.NET MVC
10 5 (6.33%) ASP.NET
10 5 (6.33%) Ajax
10 5 (6.33%) .NET Framework
10 5 (6.33%) KnockoutJS
11 4 (5.06%) Natural Language Processing
12 3 (3.80%) D3.js
12 3 (3.80%) SVG
13 2 (2.53%) Dojo
13 2 (2.53%) XML
Miscellaneous
1 27 (34.18%) Mobile App
2 25 (31.65%) Visualisation
3 22 (27.85%) User Experience
4 15 (18.99%) Computer Science
5 9 (11.39%) Mathematics
6 5 (6.33%) Life Science
7 4 (5.06%) Informatics
8 3 (3.80%) Open Source
9 2 (2.53%) GIS
9 2 (2.53%) Algorithms
10 1 (1.27%) Analytical Skills
10 1 (1.27%) Statistics
10 1 (1.27%) Chemistry
10 1 (1.27%) Biology
10 1 (1.27%) Smart Meter
Operating Systems
1 19 (24.05%) Linux
2 13 (16.46%) Windows
3 7 (8.86%) Red Hat Enterprise Linux
4 4 (5.06%) Android
5 3 (3.80%) Apple iOS
6 2 (2.53%) Ubuntu
Processes & Methodologies
1 36 (45.57%) Software Engineering
2 13 (16.46%) Analytics
3 11 (13.92%) Rapid Prototyping
4 9 (11.39%) Agile Software Development
5 7 (8.86%) Configuration Management
6 6 (7.59%) Disaster Recovery
6 6 (7.59%) MVC
6 6 (7.59%) DevOps
7 5 (6.33%) E-Commerce
7 5 (6.33%) Data Modelling
7 5 (6.33%) ETL
7 5 (6.33%) Business Intelligence
8 4 (5.06%) OOD
8 4 (5.06%) OOP
9 3 (3.80%) OO
9 3 (3.80%) CRM
9 3 (3.80%) Scrum
9 3 (3.80%) Web Development
9 3 (3.80%) TDD
10 2 (2.53%) Kimball Methodology
Programming Languages
1 35 (44.30%) Python
2 29 (36.71%) JavaScript
3 20 (25.32%) C#
4 19 (24.05%) Java
5 11 (13.92%) SQL
6 8 (10.13%) PowerShell
7 7 (8.86%) C++
8 5 (6.33%) T-SQL
9 2 (2.53%) Perl
9 2 (2.53%) PHP
9 2 (2.53%) C
9 2 (2.53%) Scala
9 2 (2.53%) Embedded C
9 2 (2.53%) Embedded C++
9 2 (2.53%) Erlang
10 1 (1.27%) Bash Shell
Qualifications
1 21 (26.58%) Degree
2 6 (7.59%) Postgraduate
Quality Assurance & Compliance
1 1 (1.27%) QA
System Software
1 8 (10.13%) Active Directory
2 5 (6.33%) HDFS
Systems Management
1 7 (8.86%) Puppet
1 7 (8.86%) Ansible
Vendors
1 8 (10.13%) Microsoft
2 7 (8.86%) Red Hat
3 5 (6.33%) Epiphany
3 5 (6.33%) Red Gate
3 5 (6.33%) Rackspace
4 3 (3.80%) Splunk
5 2 (2.53%) Oracle
6 1 (1.27%) Google
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