The table below looks at the statistics for Big Data skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Big Data
Rank 56 97 109
Rank change year-on-year
+41 +12
Permanent jobs citing Big Data 54 13 22
As % of all permanent IT jobs located in Cambridge 4.38% 0.92% 1.17%
As % of the Database & Business Intelligence category 18.56% 3.10% 3.98%
Number of salaries quoted 47 11 22
Median salary £55,000 £45,000 £47,500
Median salary % change year-on-year
+22.22% -5.26%
90% offered a salary of more than £38,700 £42,500 £31,000
10% offered a salary of more than £65,000 £72,500 £57,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
Big Data
Cambridgeshire

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 Cambridge region.

Database & Business Intelligence Category
Cambridge
Permanent IT job ads with a match in the
Database & Business Intelligence category
291 419 553
As % of all permanent IT jobs located in Cambridge 23.58% 29.67% 29.38%
Number of salaries quoted 239 378 484
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Big Data
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Cambridge

Big Data
Salary Trend in Cambridge

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

Big Data Salary Trend in Cambridge

Big Data
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Big Data across the Cambridge region over the 3 months to 31 May 2016.

Big Data Salary Histogram in Cambridge

Big Data
Top 30 Related IT Skills in Cambridge

For the 6 months to 31 May 2016, IT jobs citing Big Data 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 Cambridge region with a requirement for Big Data.

1 62 (66.67%) Java
2 49 (52.69%) Degree
3 47 (50.54%) Computer Science
4 39 (41.94%) NoSQL
4 39 (41.94%) Algorithms
5 36 (38.71%) JSON
6 31 (33.33%) Amazon AWS
7 28 (30.11%) Microsoft Azure
8 24 (25.81%) Pharmaceutical
9 23 (24.73%) C++
9 23 (24.73%) OOP
9 23 (24.73%) Python
9 23 (24.73%) Cloud Computing
9 23 (24.73%) Docker
9 23 (24.73%) Data Structures
10 21 (22.58%) .NET
10 21 (22.58%) Finance
11 20 (21.51%) C#
11 20 (21.51%) Mathematics
12 19 (20.43%) Financial Institution
13 17 (18.28%) Linux
14 15 (16.13%) REST
14 15 (16.13%) Software Engineering
14 15 (16.13%) XML
15 14 (15.05%) TCP/IP
15 14 (15.05%) AngularJS
15 14 (15.05%) Scala
15 14 (15.05%) MongoDB
16 13 (13.98%) Smart Meter
16 13 (13.98%) Erlang

Big Data
Top Related IT Skills in Cambridge 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 11 (11.83%) Elasticsearch
2 4 (4.30%) Node.js
3 3 (3.23%) Apache Pig
4 2 (2.15%) JBoss
4 2 (2.15%) Oracle Application Server
4 2 (2.15%) Tomcat
4 2 (2.15%) WebLogic
4 2 (2.15%) WebSphere
4 2 (2.15%) WebSphere Application Server
5 1 (1.08%) Apache Solr
5 1 (1.08%) SharePoint
Cloud Services
1 31 (33.33%) Amazon AWS
2 28 (30.11%) Microsoft Azure
3 23 (24.73%) Cloud Computing
4 5 (5.38%) Google Cloud Platform
5 3 (3.23%) SaaS
Communications & Networking
1 14 (15.05%) TCP/IP
2 13 (13.98%) HTTP
3 2 (2.15%) Firewall
4 1 (1.08%) Ethernet
4 1 (1.08%) GSM
4 1 (1.08%) Intelligent Network
4 1 (1.08%) Intrusion Detection
Database & Business Intelligence
1 39 (41.94%) NoSQL
2 14 (15.05%) MongoDB
3 11 (11.83%) HBase
4 9 (9.68%) Relational Database
5 7 (7.53%) Hadoop
6 6 (6.45%) Apache Cassandra
7 3 (3.23%) Amazon DynamoDB
7 3 (3.23%) Apache Hive
7 3 (3.23%) Data Mining
7 3 (3.23%) Data Warehouse
7 3 (3.23%) Enterprise Data Warehouse
7 3 (3.23%) MySQL
7 3 (3.23%) Neo4j
7 3 (3.23%) PostgreSQL
8 1 (1.08%) DB2
8 1 (1.08%) SQL Server
Development Applications
1 2 (2.15%) Git (software)
2 1 (1.08%) Gradle
2 1 (1.08%) Jenkins
2 1 (1.08%) JIRA
2 1 (1.08%) SoapUI
2 1 (1.08%) Subversion
2 1 (1.08%) YouTrack
General
1 24 (25.81%) Pharmaceutical
2 21 (22.58%) Finance
3 19 (20.43%) Financial Institution
4 3 (3.23%) Manufacturing
4 3 (3.23%) Retail
5 1 (1.08%) Marketing
Job Titles
1 68 (73.12%) Developer
2 29 (31.18%) Java Developer
3 23 (24.73%) Big Data Developer
4 22 (23.66%) Senior Developer
5 19 (20.43%) C# Developer
6 16 (17.20%) .NET Developer
6 16 (17.20%) C# .NET Developer
6 16 (17.20%) Python Developer
7 12 (12.90%) Senior Big Data Developer
8 11 (11.83%) Senior Java Developer
9 9 (9.68%) Java Engineer
10 8 (8.60%) Senior C# Developer
10 8 (8.60%) Software Engineer
10 8 (8.60%) Team Leader
11 7 (7.53%) C++ Developer
11 7 (7.53%) C++/C# Developer
11 7 (7.53%) C++/Java Developer
11 7 (7.53%) JavaScript Developer
11 7 (7.53%) Lead Developer
11 7 (7.53%) Software Developer
Libraries, Frameworks & Software Standards
1 36 (38.71%) JSON
2 21 (22.58%) .NET
3 15 (16.13%) REST
3 15 (16.13%) XML
4 14 (15.05%) AngularJS
5 11 (11.83%) Web Services
6 10 (10.75%) jQuery
7 9 (9.68%) CSS
7 9 (9.68%) HTML
8 8 (8.60%) Natural Language Processing
9 7 (7.53%) CSS3
9 7 (7.53%) HTML5
10 6 (6.45%) Django
11 5 (5.38%) RESTful
12 4 (4.30%) Ajax
12 4 (4.30%) ASP.NET
13 3 (3.23%) Apache Camel
13 3 (3.23%) Java EE
13 3 (3.23%) OSGi
14 2 (2.15%) SOAP
Miscellaneous
1 47 (50.54%) Computer Science
2 39 (41.94%) Algorithms
3 23 (24.73%) Data Structures
4 20 (21.51%) Mathematics
5 13 (13.98%) Smart Meter
6 7 (7.53%) Life Science
7 5 (5.38%) Physics
8 3 (3.23%) DataPower
8 3 (3.23%) W3C
8 3 (3.23%) Web 2.0
9 2 (2.15%) Statistics
9 2 (2.15%) Visualisation
10 1 (1.08%) Animation
10 1 (1.08%) Blog
10 1 (1.08%) Copywriting
10 1 (1.08%) Data Centre
10 1 (1.08%) Embedded Systems
10 1 (1.08%) Social Media
10 1 (1.08%) Telematics
10 1 (1.08%) User Experience
Operating Systems
1 17 (18.28%) Linux
2 3 (3.23%) Windows
3 2 (2.15%) Unix
4 1 (1.08%) Red Hat Enterprise Linux
4 1 (1.08%) Windows Server
Processes & Methodologies
1 23 (24.73%) OOP
2 15 (16.13%) Software Engineering
3 13 (13.98%) Analytics
3 13 (13.98%) Functional Programming
4 11 (11.83%) HOOD
5 8 (8.60%) Front End Development
6 6 (6.45%) CRM
6 6 (6.45%) Web Design
7 5 (5.38%) Data Analysis
8 4 (4.30%) Agile Software Development
8 4 (4.30%) Machine Learning
8 4 (4.30%) SDLC
9 3 (3.23%) Big Data Analytics
9 3 (3.23%) Business Analytics
9 3 (3.23%) Cross-Browser Compatibility
9 3 (3.23%) Dashboard Development
9 3 (3.23%) Data Analytics
9 3 (3.23%) Responsive Web Design
9 3 (3.23%) Unit Testing
9 3 (3.23%) Web Application Development
Programming Languages
1 62 (66.67%) Java
2 23 (24.73%) C++
2 23 (24.73%) Python
3 20 (21.51%) C#
4 14 (15.05%) Scala
5 13 (13.98%) Erlang
6 9 (9.68%) JavaScript
7 7 (7.53%) SQL
8 3 (3.23%) Groovy
8 3 (3.23%) R
9 1 (1.08%) Assembly Language
9 1 (1.08%) Bash Shell
9 1 (1.08%) C
9 1 (1.08%) Lua
9 1 (1.08%) Perl
Qualifications
1 49 (52.69%) Degree
2 13 (13.98%) PhD
3 3 (3.23%) IBM Certification
4 2 (2.15%) Postgraduate
Quality Assurance & Compliance
1 3 (3.23%) Data Quality
1 3 (3.23%) SLA
1 3 (3.23%) WAI
2 2 (2.15%) QA
3 1 (1.08%) HIPAA
3 1 (1.08%) ISO/IEC 27001
System Software
1 23 (24.73%) Docker
2 1 (1.08%) Firmware
Systems Management
1 1 (1.08%) Ansible
1 1 (1.08%) Puppet
Vendors
1 7 (7.53%) Microsoft
2 6 (6.45%) Google
2 6 (6.45%) IBM
2 6 (6.45%) Oracle
3 3 (3.23%) Cognos
3 3 (3.23%) MicroStrategy
3 3 (3.23%) Tableau
4 1 (1.08%) Mapbox
4 1 (1.08%) Rackspace
4 1 (1.08%) Red Hat
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Understanding Recruitment
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Salary: From £30,000 to £40,000 per annum £30-40k + excellent benefits
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