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 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 53 88 83
Rank change year-on-year
+35 -5
Permanent jobs citing Big Data 82 47 54
As % of all permanent IT jobs located in Cambridgeshire 4.44% 2.21% 2.14%
As % of the Database & Business Intelligence category 16.11% 7.16% 7.61%
Number of salaries quoted 54 45 42
Median salary £55,000 £47,500 £40,000
Median salary % change year-on-year
+15.78% +18.75%
90% offered a salary of more than £37,900 £45,000 £27,500
10% offered a salary of more than £65,000 £75,000 £60,000
UK excluding London median salary £55,000 £50,000 £48,500
% change year-on-year
+10.00% +3.09%
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
509 656 710
As % of all permanent IT jobs located in Cambridgeshire 27.54% 30.83% 28.15%
Number of salaries quoted 440 610 584
Median salary £41,500 £45,000 £42,000
Median salary % change year-on-year
-7.77% +7.14%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 August 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 August 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 +50 68 £55,000 +18.91% 5
Peterborough -7 4 £35,000 -51.72%
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 25 August 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 91 (58.71%) Degree
2 82 (52.90%) Computer Science
3 67 (43.23%) Analytics
4 66 (42.58%) Java
5 55 (35.48%) Python
6 49 (31.61%) Algorithms
7 41 (26.45%) Agile Software Development
8 39 (25.16%) Finance
9 38 (24.52%) C#
9 38 (24.52%) .NET
9 38 (24.52%) Hadoop
10 34 (21.94%) SQL
10 34 (21.94%) Software Engineering
11 32 (20.65%) Mathematics
12 31 (20.00%) NoSQL
13 29 (18.71%) Data Analytics
14 27 (17.42%) Amazon AWS
15 26 (16.77%) Microsoft Azure
15 26 (16.77%) SQL Server
16 25 (16.13%) Linux
17 24 (15.48%) Microsoft
17 24 (15.48%) Pharmaceutical
17 24 (15.48%) JSON
17 24 (15.48%) Big Data Analytics
17 24 (15.48%) Relational Database
18 23 (14.84%) Scrum
18 23 (14.84%) Business Intelligence
19 22 (14.19%) HTML
19 22 (14.19%) JavaScript
19 22 (14.19%) Bioinformatics

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 18 (11.61%) Elasticsearch
2 11 (7.10%) Apache Spark
2 11 (7.10%) SAS
3 9 (5.81%) Apache Solr
4 5 (3.23%) SharePoint
5 2 (1.29%) Apache Pig
6 1 (0.65%) CMS
6 1 (0.65%) Drupal
Applications
1 6 (3.87%) MS Excel
2 2 (1.29%) Spreadsheet
3 1 (0.65%) Mathcad
3 1 (0.65%) MS PowerPoint
3 1 (0.65%) SPSS
Cloud Services
1 27 (17.42%) Amazon AWS
2 26 (16.77%) Microsoft Azure
3 17 (10.97%) Cloud Computing
4 5 (3.23%) Google Cloud Platform
5 3 (1.94%) SaaS
Communications & Networking
1 9 (5.81%) TCP/IP
2 8 (5.16%) HTTP
3 5 (3.23%) LDAP
4 3 (1.94%) IMAP
4 3 (1.94%) SMTP
5 2 (1.29%) Ethernet
5 2 (1.29%) Firewall
5 2 (1.29%) FTP
5 2 (1.29%) Intelligent Network
6 1 (0.65%) 3G
6 1 (0.65%) 4G
6 1 (0.65%) Bluetooth
6 1 (0.65%) DHCP
6 1 (0.65%) DNS
6 1 (0.65%) GSM
6 1 (0.65%) IPsec
6 1 (0.65%) LTE
6 1 (0.65%) MQTT
6 1 (0.65%) WebEx
6 1 (0.65%) Wi-Fi
Database & Business Intelligence
1 38 (24.52%) Hadoop
2 31 (20.00%) NoSQL
3 26 (16.77%) SQL Server
4 24 (15.48%) Relational Database
5 15 (9.68%) MongoDB
6 14 (9.03%) HBase
7 13 (8.39%) Apache Hive
7 13 (8.39%) SQL Server Analysis Services
7 13 (8.39%) SQL Server Integration Services
8 12 (7.74%) MySQL
9 11 (7.10%) SQL Server 2008
10 10 (6.45%) Data Warehouse
11 8 (5.16%) Power BI
12 7 (4.52%) Apache Cassandra
12 7 (4.52%) Enterprise Data Warehouse
12 7 (4.52%) PostgreSQL
13 5 (3.23%) Text Mining
14 3 (1.94%) QlikView
14 3 (1.94%) RDBMS
14 3 (1.94%) SQL Server Reporting Services
Development Applications
1 12 (7.74%) Git (software)
2 11 (7.10%) NUnit
2 11 (7.10%) Ranorex
2 11 (7.10%) Rhino Mocks
2 11 (7.10%) Team Foundation Server
3 8 (5.16%) SQL Server Management Studio (SSMS)
4 3 (1.94%) Talend Open Studio
5 2 (1.29%) Subversion
6 1 (0.65%) JIRA
6 1 (0.65%) YouTrack
General
1 39 (25.16%) Finance
2 24 (15.48%) Pharmaceutical
3 14 (9.03%) Financial Institution
4 10 (6.45%) Marketing
5 6 (3.87%) Retail
6 5 (3.23%) Publishing
7 3 (1.94%) Manufacturing
8 2 (1.29%) Electronics
9 1 (0.65%) Telecoms
Job Titles
1 82 (52.90%) Developer
2 28 (18.06%) Big Data Developer
3 21 (13.55%) C# Developer
4 19 (12.26%) Java Developer
5 17 (10.97%) Software Engineer
6 15 (9.68%) Senior Developer
7 13 (8.39%) Architect
7 13 (8.39%) Business Intelligence Developer
7 13 (8.39%) Software Developer
8 12 (7.74%) .NET Developer
8 12 (7.74%) Analyst
8 12 (7.74%) C# .NET Developer
9 10 (6.45%) Insight Analyst
9 10 (6.45%) Java Engineer
9 10 (6.45%) Senior Big Data Developer
10 8 (5.16%) Administrator
10 8 (5.16%) Developer in Test
10 8 (5.16%) Java Software Engineer
10 8 (5.16%) Python Developer
10 8 (5.16%) Systems Administrator
Libraries, Frameworks & Software Standards
1 38 (24.52%) .NET
2 24 (15.48%) JSON
3 22 (14.19%) HTML
4 19 (12.26%) CSS
5 15 (9.68%) AngularJS
6 13 (8.39%) XML
7 8 (5.16%) HTML5
7 8 (5.16%) Web Services
8 7 (4.52%) CSS3
8 7 (4.52%) Django
9 6 (3.87%) RESTful
9 6 (3.87%) Spring
9 6 (3.87%) Twitter Bootstrap
10 4 (2.58%) ASP.NET
10 4 (2.58%) Natural Language Processing
10 4 (2.58%) Node.js
10 4 (2.58%) REST
11 3 (1.94%) Hibernate
11 3 (1.94%) jQuery
11 3 (1.94%) Spring MVC
Miscellaneous
1 82 (52.90%) Computer Science
2 49 (31.61%) Algorithms
3 32 (20.65%) Mathematics
4 22 (14.19%) Visualisation
5 21 (13.55%) Biology
6 15 (9.68%) Data Structures
6 15 (9.68%) Management Information System
7 13 (8.39%) Statistics
8 11 (7.10%) Analytical Skills
9 10 (6.45%) User Experience
10 9 (5.81%) Data Centre
11 7 (4.52%) Smart Meter
11 7 (4.52%) Telematics
12 5 (3.23%) Psychology
13 4 (2.58%) Life Science
13 4 (2.58%) Ontologies
13 4 (2.58%) Physics
14 3 (1.94%) Client/Server
15 2 (1.29%) Informatics
15 2 (1.29%) W3C
Operating Systems
1 25 (16.13%) Linux
2 10 (6.45%) Unix
3 9 (5.81%) Red Hat Enterprise Linux
4 3 (1.94%) VMS
4 3 (1.94%) Windows
5 2 (1.29%) Windows Server
Processes & Methodologies
1 67 (43.23%) Analytics
2 41 (26.45%) Agile Software Development
3 34 (21.94%) Software Engineering
4 29 (18.71%) Data Analytics
5 24 (15.48%) Big Data Analytics
6 23 (14.84%) Business Intelligence
6 23 (14.84%) Scrum
7 22 (14.19%) Bioinformatics
8 17 (10.97%) Data Analysis
8 17 (10.97%) Data Visualisation
9 16 (10.32%) Mentoring
10 14 (9.03%) OOP
11 13 (8.39%) Unit Testing
12 12 (7.74%) Defect Management
13 11 (7.10%) TDD
13 11 (7.10%) Test Automation
13 11 (7.10%) User Stories
14 10 (6.45%) Actionable Insight
15 9 (5.81%) E-Commerce
15 9 (5.81%) Performance Testing
Programming Languages
1 66 (42.58%) Java
2 55 (35.48%) Python
3 38 (24.52%) C#
4 34 (21.94%) SQL
5 22 (14.19%) JavaScript
6 20 (12.90%) C++
7 17 (10.97%) R
7 17 (10.97%) Scala
8 13 (8.39%) T-SQL
9 8 (5.16%) Perl
10 7 (4.52%) Erlang
10 7 (4.52%) Shell Script
11 6 (3.87%) C
12 4 (2.58%) Bash Shell
13 3 (1.94%) PL/SQL
14 2 (1.29%) MATLAB
15 1 (0.65%) Assembly Language
15 1 (0.65%) ES6
15 1 (0.65%) Lua
15 1 (0.65%) PHP
Qualifications
1 91 (58.71%) Degree
2 7 (4.52%) IBM Certification
2 7 (4.52%) PhD
3 5 (3.23%) Postgraduate
Quality Assurance & Compliance
1 8 (5.16%) SLA
2 7 (4.52%) Data Quality
3 2 (1.29%) QA
3 2 (1.29%) SDET
3 2 (1.29%) WAI
System Software
1 16 (10.32%) Docker
2 5 (3.23%) NFS
3 3 (1.94%) Postfix
3 3 (1.94%) Samba
3 3 (1.94%) Sendmail
3 3 (1.94%) Shibboleth
3 3 (1.94%) VMware Infrastructure
4 2 (1.29%) GPFS
4 2 (1.29%) PanFS
5 1 (0.65%) Firmware
Systems Management
1 11 (7.10%) HP Quality Center
2 6 (3.87%) Puppet
3 5 (3.23%) Ganglia
3 5 (3.23%) Nagios
4 1 (0.65%) Ansible
Vendors
1 24 (15.48%) Microsoft
2 17 (10.97%) Oracle
3 15 (9.68%) Tableau
4 11 (7.10%) IBM
5 8 (5.16%) Google
6 7 (4.52%) Cognos
6 7 (4.52%) MicroStrategy
7 6 (3.87%) Red Hat
8 3 (1.94%) Talend
8 3 (1.94%) VMware
9 2 (1.29%) TOWER Software
10 1 (0.65%) ANSYS
10 1 (0.65%) Mapbox
10 1 (0.65%) Rackspace
10 1 (0.65%) SAP
10 1 (0.65%) TIBCO
10 1 (0.65%) Twitter
Cambridge, Cambridgeshire
Empiric.com
Salary: From £30,000 to £40,000 per annum + Bonus + Benefits + Parking
Posted: 3 days ago
Hinxton near Cambridge, UK
EMBL
Salary: monthly salary starting at £2,507 after tax, plus mobility and other allowances where applicable
Posted: 8 days ago
Cambridge
ABILITY Resorucing Ltd
Salary: £50000 - £65000 per annum + Pension, stock options, private healthcare
Posted: 22 days ago
Cambridgeshire
Montash Associates
Salary: £60000 per annum + Flexible Benefits
Posted: 22 days ago
Cambridge
ABILITY Resorucing Ltd
Salary: £50000 - £60000 per annum + Pension, stock options, private healthcare
Posted: 22 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £35000.00 - £45000.00 per annum + benefits
Posted: 4 days ago