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 salaries offered in IT jobs that have cited Big Data over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 56 100 93
Rank change year-on-year
+44 -7
Permanent jobs citing Big Data 79 36 52
As % of all permanent IT jobs located in Cambridgeshire 4.24% 1.66% 2.13%
As % of the Database & Business Intelligence category 16.63% 5.62% 7.24%
Number of salaries quoted 57 34 43
Median salary £52,500 £47,500 £45,000
Median salary % change year-on-year
+10.52% +5.55%
90% offered a salary of more than £34,600 £42,150 £28,500
10% offered a salary of more than £65,000 £75,000 £60,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
475 641 718
As % of all permanent IT jobs located in Cambridgeshire 25.48% 29.61% 29.40%
Number of salaries quoted 401 583 616
Median salary £40,000 £45,000 £43,000
Median salary % change year-on-year
-11.11% +4.65%
90% offered a salary of more than £30,000 £32,500 £31,500
10% offered a salary of more than £60,000 £57,500 £57,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Big Data
Jobs Demand Trend in Cambridgeshire

The demand trend of job ads across the Cambridgeshire 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 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 25 July 2016.

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 median salaries quoted in IT jobs citing Big Data within the Cambridgeshire region over the 3 months to 25 July 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 +46 66 £55,000 +15.78% 10
Peterborough -3 6 £35,000 -50.00%
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 25 July 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 Cambridgeshire region with a requirement for Big Data.

1 88 (58.67%) Degree
2 76 (50.67%) Computer Science
3 73 (48.67%) Java
4 58 (38.67%) Python
5 53 (35.33%) Analytics
6 51 (34.00%) Algorithms
7 42 (28.00%) Hadoop
8 38 (25.33%) Finance
9 37 (24.67%) SQL
10 33 (22.00%) NoSQL
11 31 (20.67%) C#
11 31 (20.67%) .NET
12 30 (20.00%) JSON
13 29 (19.33%) Microsoft Azure
13 29 (19.33%) Amazon AWS
14 28 (18.67%) Mathematics
14 28 (18.67%) Agile Software Development
15 27 (18.00%) Linux
16 25 (16.67%) Business Intelligence
16 25 (16.67%) Pharmaceutical
17 24 (16.00%) Software Engineering
18 23 (15.33%) SQL Server
18 23 (15.33%) C++
18 23 (15.33%) Relational Database
19 22 (14.67%) Scala
20 21 (14.00%) Cloud Computing
21 20 (13.33%) Docker
21 20 (13.33%) R
22 19 (12.67%) Big Data Analytics
22 19 (12.67%) Data Analytics

Big Data
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 16 (10.67%) Elasticsearch
2 15 (10.00%) Apache Spark
3 12 (8.00%) SAS
4 7 (4.67%) Apache Solr
5 3 (2.00%) SharePoint
6 2 (1.33%) Apache Pig
7 1 (0.67%) CMS
7 1 (0.67%) Drupal
Applications
1 6 (4.00%) MS Excel
2 2 (1.33%) Spreadsheet
3 1 (0.67%) Mathcad
Cloud Services
1 29 (19.33%) Amazon AWS
1 29 (19.33%) Microsoft Azure
2 21 (14.00%) Cloud Computing
3 5 (3.33%) Google Cloud Platform
4 3 (2.00%) SaaS
Communications & Networking
1 11 (7.33%) TCP/IP
2 10 (6.67%) HTTP
3 5 (3.33%) LDAP
4 3 (2.00%) Firewall
4 3 (2.00%) IMAP
4 3 (2.00%) SMTP
5 2 (1.33%) FTP
6 1 (0.67%) Ethernet
6 1 (0.67%) GSM
6 1 (0.67%) Intelligent Network
6 1 (0.67%) Intranet
6 1 (0.67%) Intrusion Detection
6 1 (0.67%) Network Security
6 1 (0.67%) WebEx
Database & Business Intelligence
1 42 (28.00%) Hadoop
2 33 (22.00%) NoSQL
3 23 (15.33%) Relational Database
3 23 (15.33%) SQL Server
4 18 (12.00%) SQL Server Analysis Services
4 18 (12.00%) SQL Server Integration Services
5 14 (9.33%) HBase
5 14 (9.33%) MongoDB
6 13 (8.67%) SQL Server 2008
7 12 (8.00%) Apache Hive
8 11 (7.33%) MySQL
9 10 (6.67%) Data Warehouse
10 8 (5.33%) Power BI
11 7 (4.67%) Apache Cassandra
11 7 (4.67%) Enterprise Data Warehouse
11 7 (4.67%) PostgreSQL
12 4 (2.67%) SQL Server Reporting Services
13 3 (2.00%) OLAP
13 3 (2.00%) QlikView
13 3 (2.00%) Text Mining
Development Applications
1 15 (10.00%) Git (software)
2 12 (8.00%) SQL Server Management Studio (SSMS)
3 4 (2.67%) NUnit
3 4 (2.67%) Ranorex
3 4 (2.67%) Rhino Mocks
3 4 (2.67%) Team Foundation Server
4 2 (1.33%) Subversion
5 1 (0.67%) JIRA
5 1 (0.67%) YouTrack
General
1 38 (25.33%) Finance
2 25 (16.67%) Pharmaceutical
3 17 (11.33%) Financial Institution
4 12 (8.00%) Marketing
5 6 (4.00%) Retail
6 3 (2.00%) Manufacturing
6 3 (2.00%) Publishing
7 1 (0.67%) Advertising
Job Titles
1 86 (57.33%) Developer
2 35 (23.33%) Big Data Developer
3 23 (15.33%) Java Developer
4 21 (14.00%) Senior Developer
5 20 (13.33%) C# Developer
6 18 (12.00%) Business Intelligence Developer
7 17 (11.33%) Software Engineer
8 15 (10.00%) Senior Big Data Developer
9 14 (9.33%) .NET Developer
9 14 (9.33%) Analyst
9 14 (9.33%) C# .NET Developer
10 12 (8.00%) Insight Analyst
11 11 (7.33%) Python Developer
11 11 (7.33%) Software Developer
12 10 (6.67%) Architect
12 10 (6.67%) Java Engineer
13 9 (6.00%) Team Leader
14 8 (5.33%) Java Software Engineer
14 8 (5.33%) Lead Developer
14 8 (5.33%) Systems Administrator
Libraries, Frameworks & Software Standards
1 31 (20.67%) .NET
2 30 (20.00%) JSON
3 18 (12.00%) HTML
4 15 (10.00%) CSS
4 15 (10.00%) XML
5 13 (8.67%) AngularJS
6 7 (4.67%) Web Services
7 6 (4.00%) HTML5
7 6 (4.00%) Spring
8 5 (3.33%) CSS3
8 5 (3.33%) Django
8 5 (3.33%) Natural Language Processing
8 5 (3.33%) REST
8 5 (3.33%) RESTful
9 3 (2.00%) ASP.NET
9 3 (2.00%) Hibernate
9 3 (2.00%) jQuery
9 3 (2.00%) Node.js
9 3 (2.00%) Spring MVC
9 3 (2.00%) Twitter Bootstrap
Miscellaneous
1 76 (50.67%) Computer Science
2 51 (34.00%) Algorithms
3 28 (18.67%) Mathematics
4 19 (12.67%) Data Structures
5 18 (12.00%) Biology
5 18 (12.00%) Visualisation
6 12 (8.00%) Analytical Skills
7 10 (6.67%) Smart Meter
8 9 (6.00%) Data Centre
8 9 (6.00%) Management Information System
9 7 (4.67%) User Experience
10 6 (4.00%) Statistics
10 6 (4.00%) Telematics
11 5 (3.33%) Physics
12 4 (2.67%) Life Science
12 4 (2.67%) Ontologies
13 3 (2.00%) Psychology
14 2 (1.33%) Informatics
14 2 (1.33%) Semantic Web
14 2 (1.33%) Web 2.0
Operating Systems
1 27 (18.00%) Linux
2 9 (6.00%) Red Hat Enterprise Linux
3 7 (4.67%) Unix
4 4 (2.67%) Windows
5 3 (2.00%) VMS
6 2 (1.33%) Windows Server
Processes & Methodologies
1 53 (35.33%) Analytics
2 28 (18.67%) Agile Software Development
3 25 (16.67%) Business Intelligence
4 24 (16.00%) Software Engineering
5 19 (12.67%) Big Data Analytics
5 19 (12.67%) Bioinformatics
5 19 (12.67%) Data Analytics
6 18 (12.00%) OOP
7 17 (11.33%) Data Visualisation
7 17 (11.33%) Mentoring
8 13 (8.67%) Data Analysis
9 12 (8.00%) Actionable Insight
9 12 (8.00%) TDD
10 11 (7.33%) Scrum
11 10 (6.67%) Functional Programming
11 10 (6.67%) HOOD
11 10 (6.67%) Integration Testing
12 8 (5.33%) E-Commerce
13 7 (4.67%) Change Management
13 7 (4.67%) Dimensional Modelling
Programming Languages
1 73 (48.67%) Java
2 58 (38.67%) Python
3 37 (24.67%) SQL
4 31 (20.67%) C#
5 23 (15.33%) C++
6 22 (14.67%) Scala
7 20 (13.33%) R
8 15 (10.00%) JavaScript
8 15 (10.00%) T-SQL
9 10 (6.67%) Erlang
10 8 (5.33%) Perl
11 6 (4.00%) Shell Script
12 5 (3.33%) C
13 3 (2.00%) Bash Shell
14 1 (0.67%) Assembly Language
14 1 (0.67%) Lua
14 1 (0.67%) MATLAB
14 1 (0.67%) PHP
Qualifications
1 88 (58.67%) Degree
2 10 (6.67%) PhD
3 7 (4.67%) IBM Certification
4 5 (3.33%) Postgraduate
Quality Assurance & Compliance
1 8 (5.33%) SLA
2 7 (4.67%) Data Quality
3 2 (1.33%) QA
3 2 (1.33%) WAI
4 1 (0.67%) HIPAA
4 1 (0.67%) ISO/IEC 27001
4 1 (0.67%) SDET
System Software
1 20 (13.33%) Docker
2 5 (3.33%) NFS
3 3 (2.00%) Postfix
3 3 (2.00%) Samba
3 3 (2.00%) Sendmail
3 3 (2.00%) Shibboleth
3 3 (2.00%) VMware Infrastructure
4 2 (1.33%) GPFS
5 1 (0.67%) Firmware
Systems Management
1 6 (4.00%) Puppet
2 5 (3.33%) Ganglia
2 5 (3.33%) Nagios
3 4 (2.67%) HP Quality Center
4 1 (0.67%) Ansible
Vendors
1 18 (12.00%) Microsoft
2 17 (11.33%) Oracle
3 15 (10.00%) Tableau
4 10 (6.67%) IBM
5 8 (5.33%) Google
6 7 (4.67%) Cognos
6 7 (4.67%) MicroStrategy
7 6 (4.00%) Red Hat
8 3 (2.00%) VMware
9 1 (0.67%) ANSYS
9 1 (0.67%) Mapbox
9 1 (0.67%) Rackspace
9 1 (0.67%) TOWER Software
Cambridgeshire
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Salary: £60000 per annum + Flexible Benefits
Posted: 3 hours ago
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Posted: 3 days ago
Cambridge, Cambridgeshire
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Salary: £40k per year
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Posted: 6 days ago
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