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

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 83 84 105
Rank change year-on-year
+1 +21
Permanent jobs citing Big Data 38 45 32
As % of all permanent IT jobs located in Cambridgeshire 2.36% 2.26% 1.28%
As % of the Database & Business Intelligence category 10.76% 8.82% 5.32%
Number of salaries quoted 21 35 31
Median salary £50,000 £49,500 £40,000
Median salary % change year-on-year
+1.01% +23.75%
90% offered a salary of more than £32,500 £34,500 £30,000
10% offered a salary of more than £80,000 £70,500 £50,000
UK excluding London median salary £54,000 £50,000 £47,500
% change year-on-year
+8.00% +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
353 510 602
As % of all permanent IT jobs located in Cambridgeshire 21.95% 25.58% 24.16%
Number of salaries quoted 305 460 510
Median salary £46,924 £40,500 £40,000
Median salary % change year-on-year
+15.86% +1.25%
90% offered a salary of more than £32,010 £32,050 £25,000
10% offered a salary of more than £65,000 £60,000 £57,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 7 December 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 7 December 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 +15 37 £50,000 +5.26% 12
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 7 December 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 65 (54.17%) Computer Science
2 63 (52.50%) Degree
3 43 (35.83%) Java
3 43 (35.83%) Analytics
4 42 (35.00%) Finance
4 42 (35.00%) Agile Software Development
5 41 (34.17%) Software Engineering
6 40 (33.33%) Python
7 37 (30.83%) Bioinformatics
8 36 (30.00%) Biology
9 34 (28.33%) Linux
10 32 (26.67%) Algorithms
11 31 (25.83%) Scrum
12 28 (23.33%) JavaScript
13 25 (20.83%) Relational Database
14 23 (19.17%) C#
15 22 (18.33%) .NET
15 22 (18.33%) Data Analytics
15 22 (18.33%) NoSQL
16 21 (17.50%) Visualisation
17 19 (15.83%) SQL Server
17 19 (15.83%) Microsoft
17 19 (15.83%) Management Information System
18 18 (15.00%) HTML
19 17 (14.17%) SQL
19 17 (14.17%) Hadoop
19 17 (14.17%) AngularJS
20 16 (13.33%) User Experience
20 16 (13.33%) Mathematics
21 15 (12.50%) Perl

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 9 (7.50%) Apache Solr
1 9 (7.50%) Elasticsearch
2 6 (5.00%) Confluence
3 5 (4.17%) SharePoint
4 1 (0.83%) CMS
4 1 (0.83%) Drupal
4 1 (0.83%) SAS
Applications
1 2 (1.67%) Spreadsheet
2 1 (0.83%) MS Excel
2 1 (0.83%) MS PowerPoint
2 1 (0.83%) SPSS
Business Applications
1 1 (0.83%) Oracle BPM
Cloud Services
1 14 (11.67%) Amazon AWS
2 12 (10.00%) Microsoft Azure
3 11 (9.17%) Cloud Computing
4 6 (5.00%) GitHub
5 1 (0.83%) Google Cloud Platform
Communications & Networking
1 7 (5.83%) LDAP
2 5 (4.17%) Firewall
3 4 (3.33%) HTTP
3 4 (3.33%) TCP/IP
4 3 (2.50%) IMAP
4 3 (2.50%) SMTP
5 2 (1.67%) FTP
5 2 (1.67%) Internet
5 2 (1.67%) Intrusion Detection
6 1 (0.83%) 3G
6 1 (0.83%) Bluetooth
6 1 (0.83%) DHCP
6 1 (0.83%) DNS
6 1 (0.83%) Ethernet
6 1 (0.83%) Intranet
6 1 (0.83%) IPsec
6 1 (0.83%) LTE
6 1 (0.83%) Network Security
6 1 (0.83%) SSL
6 1 (0.83%) Wi-Fi
Database & Business Intelligence
1 25 (20.83%) Relational Database
2 22 (18.33%) NoSQL
3 19 (15.83%) SQL Server
4 17 (14.17%) Hadoop
5 13 (10.83%) MongoDB
6 11 (9.17%) HBase
7 10 (8.33%) MySQL
8 9 (7.50%) Data Warehouse
8 9 (7.50%) PostgreSQL
9 7 (5.83%) Apache Cassandra
10 6 (5.00%) Parquet
10 6 (5.00%) Text Mining
11 4 (3.33%) Data Mining
12 3 (2.50%) OLAP
12 3 (2.50%) QlikView
12 3 (2.50%) Spotfire
12 3 (2.50%) SQL Server 2008
12 3 (2.50%) SQL Server Analysis Services
12 3 (2.50%) SQL Server Integration Services
12 3 (2.50%) SQL Server Reporting Services
Development Applications
1 13 (10.83%) Git (software)
1 13 (10.83%) NUnit
1 13 (10.83%) Ranorex
1 13 (10.83%) Rhino Mocks
1 13 (10.83%) Team Foundation Server
2 7 (5.83%) JIRA
3 5 (4.17%) Talend Open Studio
4 2 (1.67%) Gradle
4 2 (1.67%) Maven
4 2 (1.67%) Subversion
5 1 (0.83%) Oracle APEX
General
1 42 (35.00%) Finance
2 7 (5.83%) Pharmaceutical
3 5 (4.17%) Publishing
4 3 (2.50%) Retail
5 2 (1.67%) Electronics
6 1 (0.83%) Marketing
6 1 (0.83%) Telecoms
Job Titles
1 53 (44.17%) Developer
2 18 (15.00%) Java Developer
3 17 (14.17%) Software Developer
4 16 (13.33%) Software Engineer
5 15 (12.50%) Architect
6 10 (8.33%) Java Engineer
7 9 (7.50%) Developer in Test
7 9 (7.50%) Java Software Developer
7 9 (7.50%) JavaScript Developer
8 8 (6.67%) Java Software Engineer
9 7 (5.83%) C# Developer
9 7 (5.83%) Hardware Design Engineer
9 7 (5.83%) Hardware Engineer
10 6 (5.00%) Administrator
10 6 (5.00%) Database Architect
10 6 (5.00%) Java Architect
10 6 (5.00%) Systems Administrator
11 5 (4.17%) Development Manager
11 5 (4.17%) Electronics Engineer
11 5 (4.17%) Operations Manager
Libraries, Frameworks & Software Standards
1 22 (18.33%) .NET
2 18 (15.00%) HTML
3 17 (14.17%) AngularJS
4 15 (12.50%) CSS
4 15 (12.50%) XML
5 11 (9.17%) JSON
6 9 (7.50%) Natural Language Processing
6 9 (7.50%) Twitter Bootstrap
6 9 (7.50%) Web Services
7 7 (5.83%) Node.js
7 7 (5.83%) RESTful
8 6 (5.00%) HTML5
9 5 (4.17%) CSS3
9 5 (4.17%) D3.js
9 5 (4.17%) Django
9 5 (4.17%) Spring
10 4 (3.33%) LESS
10 4 (3.33%) REST
10 4 (3.33%) Sass
10 4 (3.33%) SVG
Miscellaneous
1 65 (54.17%) Computer Science
2 36 (30.00%) Biology
3 32 (26.67%) Algorithms
4 21 (17.50%) Visualisation
5 19 (15.83%) Management Information System
6 16 (13.33%) Mathematics
6 16 (13.33%) User Experience
7 14 (11.67%) Statistics
8 12 (10.00%) Data Structures
9 9 (7.50%) Data Centre
9 9 (7.50%) Life Science
10 7 (5.83%) Artificial Intelligence
11 5 (4.17%) Psychology
11 5 (4.17%) Telematics
12 4 (3.33%) Data Integration
12 4 (3.33%) Ontologies
13 3 (2.50%) Analytical Skills
13 3 (2.50%) Client/Server
13 3 (2.50%) Grid Computing
13 3 (2.50%) Smart Meter
Operating Systems
1 34 (28.33%) Linux
2 14 (11.67%) Unix
3 10 (8.33%) Red Hat Enterprise Linux
3 10 (8.33%) Windows
4 3 (2.50%) VMS
5 2 (1.67%) Windows Server
Processes & Methodologies
1 43 (35.83%) Analytics
2 42 (35.00%) Agile Software Development
3 41 (34.17%) Software Engineering
4 37 (30.83%) Bioinformatics
5 31 (25.83%) Scrum
6 22 (18.33%) Data Analytics
7 15 (12.50%) Big Data Analytics
8 14 (11.67%) Data Visualisation
9 13 (10.83%) Defect Management
9 13 (10.83%) Test Automation
9 13 (10.83%) Unit Testing
9 13 (10.83%) User Stories
10 12 (10.00%) Business Intelligence
11 11 (9.17%) Data Analysis
11 11 (9.17%) Performance Testing
12 8 (6.67%) Full Text Search
12 8 (6.67%) Prototyping
12 8 (6.67%) Web Development
13 7 (5.83%) CAD
13 7 (5.83%) OO
Programming Languages
1 43 (35.83%) Java
2 40 (33.33%) Python
3 28 (23.33%) JavaScript
4 23 (19.17%) C#
5 17 (14.17%) SQL
6 15 (12.50%) Perl
7 11 (9.17%) C
8 9 (7.50%) C++
9 7 (5.83%) Shell Script
10 6 (5.00%) Lua
11 5 (4.17%) Bash Shell
12 4 (3.33%) ES6
12 4 (3.33%) PL/SQL
12 4 (3.33%) Scala
13 3 (2.50%) Erlang
13 3 (2.50%) T-SQL
13 3 (2.50%) TypeScript
14 1 (0.83%) PHP
14 1 (0.83%) R
14 1 (0.83%) VBA
Qualifications
1 63 (52.50%) Degree
2 4 (3.33%) Postgraduate
3 3 (2.50%) IBM Certification
3 3 (2.50%) PhD
4 2 (1.67%) CISM
4 2 (1.67%) CISSP
Quality Assurance & Compliance
1 4 (3.33%) SLA
2 3 (2.50%) Data Quality
3 2 (1.67%) HIPAA
3 2 (1.67%) ISO/IEC 27001
3 2 (1.67%) SDET
System Software
1 7 (5.83%) Docker
2 5 (4.17%) NFS
3 3 (2.50%) Postfix
3 3 (2.50%) Samba
3 3 (2.50%) Sendmail
3 3 (2.50%) Shibboleth
3 3 (2.50%) VMware Infrastructure
4 2 (1.67%) GPFS
4 2 (1.67%) PanFS
Systems Management
1 13 (10.83%) HP Quality Center
2 5 (4.17%) Ganglia
2 5 (4.17%) Nagios
2 5 (4.17%) Puppet
3 1 (0.83%) Opscode Chef
Vendors
1 19 (15.83%) Microsoft
2 14 (11.67%) Oracle
3 7 (5.83%) Red Hat
3 7 (5.83%) Tableau
4 6 (5.00%) IBM
5 5 (4.17%) Talend
6 4 (3.33%) Cognos
6 4 (3.33%) Twitter
7 3 (2.50%) Google
7 3 (2.50%) MicroStrategy
7 3 (2.50%) VMware
8 2 (1.67%) SAP
8 2 (1.67%) TOWER Software
9 1 (0.83%) Cognizant
9 1 (0.83%) Hyperion
9 1 (0.83%) TIBCO
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 13 hours ago
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Technical Futures
Salary: From £45,000 to £50,000 per annum + Excellent Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: CW23256
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + shares + bens
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £32000 - £35000 per annum + benefits
Posted: 3 days ago
Cambridge
Spencer Ogden
Salary: £90000 - £100000 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £competitive + benefits
Posted: 6 days ago
Cambridge
Computer Futures
Salary: £60000 - £85000 per annum + competitive benefits
Posted: 8 days ago
Cambridge, Cambridgeshire
Cognizant
Posted: 15 days ago