The table below looks at the statistics for Big Data skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 126 166 211
Rank change year-on-year
+40 +45
Permanent jobs citing Big Data 133 108 78
As % of all permanent IT jobs located in the East of England 2.09% 1.50% 0.97%
As % of the Database & Business Intelligence category 7.55% 5.55% 3.49%
Number of salaries quoted 88 87 67
Median salary £55,000 £50,000 £42,500
Median salary % change year-on-year
+10.00% +17.64%
90% offered a salary of more than £39,500 £34,500 £30,000
10% offered a salary of more than £70,500 £65,000 £70,000
UK excluding London median salary £52,500 £50,000 £47,500
% change year-on-year
+5.00% +5.26%
Big Data
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 East of England region.

Database & Business Intelligence Category
East of England
Permanent IT job ads with a match in the
Database & Business Intelligence category
1762 1945 2232
As % of all permanent IT jobs located in the East of England 27.63% 27.00% 27.70%
Number of salaries quoted 1448 1681 1866
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £33,000 £30,000 £28,500
10% offered a salary of more than £65,000 £60,000 £65,000
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 the East of England

The demand trend of job ads across the East of England 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 the East of England

Big Data
Salary Trend in the East of England

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

Big Data Salary Trend in the East of England

Big Data
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Big Data across the East of England region over the 3 months to 4 December 2016.

Big Data Salary Histogram in the East of England

Big Data
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the East of England region over the 3 months to 4 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
Cambridgeshire +5 40 £45,000 -5.26% 9
Hertfordshire +26 38 £55,000 -4.34% 5
Essex +34 31 £60,000 +50.00% 1
Norfolk -10 13 £56,000 +3.70%
Suffolk -25 9 £50,000 - 1
Bedfordshire - 2 - -
Big Data
England

Big Data
Top 30 Related IT Skills in the East of England

For the 6 months to 4 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 East of England region with a requirement for Big Data.

1 137 (49.82%) Java
2 104 (37.82%) Analytics
3 89 (32.36%) Agile Software Development
4 88 (32.00%) Degree
5 83 (30.18%) Finance
6 79 (28.73%) Python
7 72 (26.18%) SQL
8 70 (25.45%) Hadoop
9 69 (25.09%) SQL Server
10 68 (24.73%) Computer Science
11 63 (22.91%) Data Analytics
11 63 (22.91%) Relational Database
12 56 (20.36%) C#
12 56 (20.36%) Software Engineering
13 54 (19.64%) Linux
14 52 (18.91%) NoSQL
15 48 (17.45%) Analytical Skills
16 47 (17.09%) Oracle
17 44 (16.00%) Visualisation
17 44 (16.00%) Scala
18 42 (15.27%) .NET
19 41 (14.91%) JavaScript
20 39 (14.18%) Business Intelligence
20 39 (14.18%) Scrum
21 37 (13.45%) Bioinformatics
22 36 (13.09%) Biology
23 35 (12.73%) MongoDB
23 35 (12.73%) Algorithms
23 35 (12.73%) Web Services
23 35 (12.73%) ETL

Big Data
Top Related IT Skills in the East of England 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 27 (9.82%) Apache
2 19 (6.91%) SAS
2 19 (6.91%) Tomcat
3 13 (4.73%) GlassFish
3 13 (4.73%) JBoss
3 13 (4.73%) WebSphere
4 11 (4.00%) Elasticsearch
5 9 (3.27%) Apache Solr
6 6 (2.18%) Confluence
6 6 (2.18%) SharePoint
7 5 (1.82%) Apache Pig
7 5 (1.82%) CMS
8 3 (1.09%) Apache Spark
9 1 (0.36%) Drupal
9 1 (0.36%) WebLogic
Applications
1 13 (4.73%) SPSS
2 8 (2.91%) MS Excel
3 2 (0.73%) Spreadsheet
4 1 (0.36%) MS Office
4 1 (0.36%) MS PowerPoint
4 1 (0.36%) MS Project
Business Applications
1 9 (3.27%) Dynamics CRM
2 1 (0.36%) Oracle BPM
Cloud Services
1 21 (7.64%) Microsoft Azure
2 20 (7.27%) Amazon AWS
3 10 (3.64%) Cloud Computing
4 6 (2.18%) GitHub
5 3 (1.09%) Google Cloud Platform
Communications & Networking
1 7 (2.55%) HTTP
1 7 (2.55%) LDAP
2 6 (2.18%) Firewall
3 5 (1.82%) Internet
4 4 (1.45%) TCP/IP
5 3 (1.09%) IMAP
5 3 (1.09%) Network Security
5 3 (1.09%) SMTP
6 2 (0.73%) FTP
6 2 (0.73%) Intrusion Detection
7 1 (0.36%) 3G
7 1 (0.36%) 4G
7 1 (0.36%) DNS
7 1 (0.36%) Intelligent Network
7 1 (0.36%) Intranet
7 1 (0.36%) LTE
7 1 (0.36%) MQTT
7 1 (0.36%) SSL
7 1 (0.36%) WebEx
7 1 (0.36%) Wi-Fi
Database & Business Intelligence
1 70 (25.45%) Hadoop
2 69 (25.09%) SQL Server
3 63 (22.91%) Relational Database
4 52 (18.91%) NoSQL
5 35 (12.73%) MongoDB
6 27 (9.82%) PostgreSQL
7 26 (9.45%) SQL Server Reporting Services
8 25 (9.09%) Apache Cassandra
9 24 (8.73%) MySQL
10 22 (8.00%) Data Warehouse
11 21 (7.64%) RDBMS
12 20 (7.27%) SQL Server Integration Services
13 14 (5.09%) Apache Hive
13 14 (5.09%) BusinessObjects
14 12 (4.36%) GIS
14 12 (4.36%) HBase
15 11 (4.00%) Neo4j
16 9 (3.27%) QlikView
16 9 (3.27%) SQL Server Analysis Services
17 8 (2.91%) Data Mining
Development Applications
1 16 (5.82%) Git (software)
2 13 (4.73%) NUnit
2 13 (4.73%) Ranorex
2 13 (4.73%) Rhino Mocks
2 13 (4.73%) Team Foundation Server
3 8 (2.91%) JIRA
3 8 (2.91%) Maven
3 8 (2.91%) Subversion
4 6 (2.18%) Eclipse
4 6 (2.18%) Jenkins
4 6 (2.18%) Mercurial
4 6 (2.18%) NetBeans
4 6 (2.18%) Toad
5 4 (1.45%) Talend Open Studio
5 4 (1.45%) TeamCity
6 2 (0.73%) CocoaPods
6 2 (0.73%) Gradle
6 2 (0.73%) Xcode
7 1 (0.36%) Oracle APEX
General
1 83 (30.18%) Finance
2 27 (9.82%) Marketing
3 17 (6.18%) Retail
4 8 (2.91%) Games
5 7 (2.55%) Automotive
5 7 (2.55%) Pharmaceutical
6 6 (2.18%) Advertising
6 6 (2.18%) Publishing
7 2 (0.73%) Electronics
8 1 (0.36%) Manufacturing
8 1 (0.36%) Telecoms
Job Titles
1 136 (49.45%) Developer
2 79 (28.73%) Java Developer
3 32 (11.64%) Architect
4 31 (11.27%) Senior Developer
5 28 (10.18%) Software Developer
6 27 (9.82%) Senior Java Developer
7 22 (8.00%) Software Engineer
8 17 (6.18%) Data Manager
9 15 (5.45%) Big Data Developer
9 15 (5.45%) Java Engineer
9 15 (5.45%) Java Software Developer
9 15 (5.45%) Senior Manager
10 14 (5.09%) C# Developer
10 14 (5.09%) Technical Manager
11 13 (4.73%) Analyst
11 13 (4.73%) Solutions Architect
12 12 (4.36%) Analytics Manager
12 12 (4.36%) Data Analytics Manager
12 12 (4.36%) Fraud Manager
12 12 (4.36%) Senior Technical Manager
Libraries, Frameworks & Software Standards
1 42 (15.27%) .NET
2 35 (12.73%) Web Services
3 29 (10.55%) HTML
4 26 (9.45%) Java EE
5 24 (8.73%) Spring
6 22 (8.00%) CSS
7 19 (6.91%) JMS
8 18 (6.55%) AngularJS
9 17 (6.18%) REST
9 17 (6.18%) XML
10 14 (5.09%) EJB
11 13 (4.73%) Akka
11 13 (4.73%) JSP
11 13 (4.73%) Servlets
11 13 (4.73%) Spring MVC
12 11 (4.00%) Ajax
12 11 (4.00%) JSON
12 11 (4.00%) RESTful
13 10 (3.64%) J2EE
14 9 (3.27%) SOAP
Miscellaneous
1 68 (24.73%) Computer Science
2 48 (17.45%) Analytical Skills
3 44 (16.00%) Visualisation
4 36 (13.09%) Biology
5 35 (12.73%) Algorithms
6 21 (7.64%) Management Information System
7 20 (7.27%) Mathematics
8 16 (5.82%) User Experience
9 14 (5.09%) Statistics
10 12 (4.36%) Data Structures
11 9 (3.27%) Data Centre
11 9 (3.27%) Life Science
12 8 (2.91%) Data Integration
13 7 (2.55%) Artificial Intelligence
14 6 (2.18%) Robotics
15 5 (1.82%) Internet of Things
15 5 (1.82%) Psychology
15 5 (1.82%) Telematics
16 4 (1.45%) Ontologies
17 3 (1.09%) Grid Computing
Operating Systems
1 54 (19.64%) Linux
2 15 (5.45%) Unix
3 12 (4.36%) Windows
4 10 (3.64%) Red Hat Enterprise Linux
5 6 (2.18%) Android
6 5 (1.82%) Apple iOS
7 3 (1.09%) VMS
8 2 (0.73%) Windows Server
9 1 (0.36%) AIX
9 1 (0.36%) Windows Phone
Processes & Methodologies
1 104 (37.82%) Analytics
2 89 (32.36%) Agile Software Development
3 63 (22.91%) Data Analytics
4 56 (20.36%) Software Engineering
5 39 (14.18%) Business Intelligence
5 39 (14.18%) Scrum
6 37 (13.45%) Bioinformatics
7 35 (12.73%) ETL
8 33 (12.00%) Data Visualisation
9 24 (8.73%) CRM
10 22 (8.00%) Data Management
10 22 (8.00%) Data Modelling
11 21 (7.64%) Performance Testing
12 20 (7.27%) MVC
13 17 (6.18%) Master Data Management
13 17 (6.18%) SDLC
13 17 (6.18%) Stakeholder Management
13 17 (6.18%) TDD
14 16 (5.82%) Project Management
15 15 (5.45%) Unit Testing
Programming Languages
1 137 (49.82%) Java
2 79 (28.73%) Python
3 72 (26.18%) SQL
4 56 (20.36%) C#
5 44 (16.00%) Scala
6 41 (14.91%) JavaScript
7 28 (10.18%) T-SQL
8 18 (6.55%) C++
9 17 (6.18%) PL/SQL
10 16 (5.82%) Perl
11 13 (4.73%) C
12 12 (4.36%) VB.NET
13 11 (4.00%) Ruby
14 9 (3.27%) Shell Script
15 6 (2.18%) Bash Shell
15 6 (2.18%) Lua
15 6 (2.18%) PHP
16 4 (1.45%) ES6
16 4 (1.45%) MATLAB
17 3 (1.09%) Objective-C
Qualifications
1 88 (32.00%) Degree
2 4 (1.45%) CISSP
2 4 (1.45%) Postgraduate
3 3 (1.09%) CISM
3 3 (1.09%) IBM Certification
3 3 (1.09%) PhD
4 1 (0.36%) DV Cleared
4 1 (0.36%) SC Cleared
4 1 (0.36%) Security Cleared
Quality Assurance & Compliance
1 11 (4.00%) SLA
2 10 (3.64%) Data Quality
3 2 (0.73%) HIPAA
3 2 (0.73%) ISO/IEC 27001
3 2 (0.73%) SDET
4 1 (0.36%) QA
System Software
1 7 (2.55%) Docker
2 5 (1.82%) Apache Flume
2 5 (1.82%) NFS
3 3 (1.09%) Postfix
3 3 (1.09%) Samba
3 3 (1.09%) Sendmail
3 3 (1.09%) Shibboleth
3 3 (1.09%) VMware Infrastructure
4 2 (0.73%) GPFS
4 2 (0.73%) PanFS
Systems Management
1 13 (4.73%) HP Quality Center
2 6 (2.18%) Nagios
3 5 (1.82%) Ganglia
3 5 (1.82%) Puppet
4 4 (1.45%) Hadoop YARN
4 4 (1.45%) Oozie
5 1 (0.36%) Host Intrusion Detection System
5 1 (0.36%) Opscode Chef
Vendors
1 47 (17.09%) Oracle
2 33 (12.00%) Microsoft
3 31 (11.27%) Tableau
4 17 (6.18%) SAP
5 10 (3.64%) Informatica
6 8 (2.91%) IBM
7 7 (2.55%) Cloudera
7 7 (2.55%) Google
7 7 (2.55%) Red Hat
8 6 (2.18%) Teradata
9 5 (1.82%) Sybase
10 4 (1.45%) Cognos
10 4 (1.45%) Talend
10 4 (1.45%) Twitter
11 3 (1.09%) MicroStrategy
11 3 (1.09%) VMware
12 2 (0.73%) Cognizant
12 2 (0.73%) TOWER Software
13 1 (0.36%) Computacenter
13 1 (0.36%) Splunk
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £32000 - £35000 per annum + benefits
Posted: 7 hours ago
Ipswich, Suffolk
BizTek Recruitment Ltd
Posted: 2 days ago
Cambridge
Spencer Ogden
Salary: £90000 - £100000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £competitive + benefits
Posted: 3 days ago
Cambridge
Computer Futures
Salary: £60000 - £85000 per annum + competitive benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + shares + bens
Posted: 6 days ago
Essex
Manpower
Posted: 4 days ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: 6 days ago
Cambridge, Cambridgeshire
Cognizant
Posted: 12 days ago
Welwyn Garden City
PayPoint
Salary: Negotiable
Posted: 18 days ago