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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 138 190 209
Rank change year-on-year
+52 +19
Permanent jobs citing Big Data 118 84 69
As % of all permanent IT jobs located in the East of England 1.81% 1.11% 0.87%
As % of the Database & Business Intelligence category 6.64% 3.47% 2.79%
Number of salaries quoted 91 52 58
Median salary £53,000 £47,500 £48,750
Median salary % change year-on-year
+11.57% -2.56%
90% offered a salary of more than £35,000 £32,750 £31,000
10% offered a salary of more than £65,000 £75,000 £74,750
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
1776 2418 2470
As % of all permanent IT jobs located in the East of England 27.28% 31.98% 30.98%
Number of salaries quoted 1536 2048 2143
Median salary £44,000 £45,000 £42,500
Median salary % change year-on-year
-2.22% +5.88%
90% offered a salary of more than £30,000 £30,000 £32,500
10% offered a salary of more than £65,000 £60,000 £60,000
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 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 30 July 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 30 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
Cambridgeshire +43 77 £52,500 +10.52% 9
Hertfordshire +21 23 £54,000 +27.05% 3
Norfolk +1 8 £80,000 +60.00%
Suffolk +7 7 £30,250 - 2
Bedfordshire +22 2 £41,500 -10.75%
Essex -19 1 £40,000 - 2
Big Data
England

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

For the 6 months to 30 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 East of England region with a requirement for Big Data.

1 132 (53.66%) Java
2 115 (46.75%) Degree
3 92 (37.40%) Computer Science
4 88 (35.77%) Analytics
5 78 (31.71%) Python
6 76 (30.89%) Agile Software Development
7 69 (28.05%) Hadoop
8 65 (26.42%) NoSQL
9 57 (23.17%) Finance
10 53 (21.54%) SQL
11 51 (20.73%) Algorithms
12 45 (18.29%) Scala
13 44 (17.89%) Mathematics
14 43 (17.48%) .NET
15 41 (16.67%) C#
16 40 (16.26%) SQL Server
16 40 (16.26%) Software Engineering
17 39 (15.85%) Data Analytics
18 37 (15.04%) C++
18 37 (15.04%) Linux
19 34 (13.82%) Amazon AWS
20 33 (13.41%) Analytical Skills
21 31 (12.60%) Relational Database
21 31 (12.60%) HTML
22 30 (12.20%) Business Intelligence
22 30 (12.20%) JSON
23 29 (11.79%) Microsoft Azure
23 29 (11.79%) Oracle
24 26 (10.57%) JavaScript
24 26 (10.57%) SQL Server Integration Services

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 18 (7.32%) Apache Spark
2 17 (6.91%) Elasticsearch
3 15 (6.10%) SAS
4 9 (3.66%) Tomcat
5 8 (3.25%) Apache Solr
6 7 (2.85%) WebLogic
7 6 (2.44%) Apache Pig
8 5 (2.03%) GlassFish
8 5 (2.03%) SharePoint
9 4 (1.63%) Apache
9 4 (1.63%) JBoss
9 4 (1.63%) Oracle Application Server
9 4 (1.63%) WebSphere
9 4 (1.63%) WebSphere Application Server
10 1 (0.41%) CMS
10 1 (0.41%) Drupal
Applications
1 8 (3.25%) MS Excel
2 3 (1.22%) MS Visio
3 2 (0.81%) MS Office
3 2 (0.81%) Spreadsheet
3 2 (0.81%) SPSS
4 1 (0.41%) Mathcad
4 1 (0.41%) MS PowerPoint
4 1 (0.41%) MS Project
Business Applications
1 1 (0.41%) Dynamics AX
1 1 (0.41%) Dynamics NAV
1 1 (0.41%) Oracle Applications
Cloud Services
1 34 (13.82%) Amazon AWS
2 29 (11.79%) Microsoft Azure
3 21 (8.54%) Cloud Computing
4 5 (2.03%) Amazon Kinesis
4 5 (2.03%) Google Cloud Platform
5 3 (1.22%) SaaS
Communications & Networking
1 14 (5.69%) TCP/IP
2 10 (4.07%) HTTP
3 5 (2.03%) Firewall
3 5 (2.03%) LDAP
3 5 (2.03%) Network Security
4 3 (1.22%) Broadband
4 3 (1.22%) IMAP
4 3 (1.22%) SMTP
5 2 (0.81%) Cisco IPT
5 2 (0.81%) FTP
5 2 (0.81%) IP Telephony
5 2 (0.81%) NetScaler
5 2 (0.81%) SAN
6 1 (0.41%) Ethernet
6 1 (0.41%) GSM
6 1 (0.41%) Intelligent Network
6 1 (0.41%) Intranet
6 1 (0.41%) WebEx
Database & Business Intelligence
1 69 (28.05%) Hadoop
2 65 (26.42%) NoSQL
3 40 (16.26%) SQL Server
4 31 (12.60%) Relational Database
5 26 (10.57%) SQL Server Integration Services
6 22 (8.94%) Apache Hive
7 21 (8.54%) MongoDB
7 21 (8.54%) SQL Server 2008
7 21 (8.54%) SQL Server Analysis Services
8 20 (8.13%) HBase
9 17 (6.91%) Data Warehouse
10 16 (6.50%) Apache Cassandra
11 15 (6.10%) Data Mining
11 15 (6.10%) MySQL
12 13 (5.28%) SQL Server Reporting Services
13 12 (4.88%) Power BI
14 11 (4.47%) PostgreSQL
15 8 (3.25%) OLAP
16 7 (2.85%) QlikView
16 7 (2.85%) SQL Server 2012
Development Applications
1 15 (6.10%) Git (software)
2 13 (5.28%) SQL Server Management Studio (SSMS)
3 7 (2.85%) NUnit
4 5 (2.03%) Selenium
5 4 (1.63%) Ranorex
5 4 (1.63%) Rhino Mocks
5 4 (1.63%) Team Foundation Server
6 2 (0.81%) ERwin
6 2 (0.81%) Jenkins
6 2 (0.81%) JIRA
6 2 (0.81%) Subversion
6 2 (0.81%) Visual Studio
7 1 (0.41%) JUnit
7 1 (0.41%) Mercurial
7 1 (0.41%) ProC
7 1 (0.41%) TeamCity
7 1 (0.41%) TestNG
7 1 (0.41%) Toad
7 1 (0.41%) YouTrack
General
1 57 (23.17%) Finance
2 25 (10.16%) Pharmaceutical
3 16 (6.50%) Financial Institution
3 16 (6.50%) Marketing
4 9 (3.66%) Retail
5 8 (3.25%) Games
6 4 (1.63%) Manufacturing
6 4 (1.63%) Publishing
7 1 (0.41%) Advertising
7 1 (0.41%) Banking
7 1 (0.41%) Telecoms
Job Titles
1 133 (54.07%) Developer
2 54 (21.95%) Java Developer
3 33 (13.41%) Big Data Developer
4 29 (11.79%) Senior Developer
5 27 (10.98%) Analyst
6 23 (9.35%) Architect
7 22 (8.94%) Software Engineer
8 21 (8.54%) C# Developer
9 20 (8.13%) .NET Developer
9 20 (8.13%) Business Intelligence Developer
10 16 (6.50%) Senior Java Developer
11 15 (6.10%) Software Developer
12 14 (5.69%) C# .NET Developer
12 14 (5.69%) Senior Big Data Developer
13 12 (4.88%) Insight Analyst
13 12 (4.88%) Java Engineer
14 11 (4.47%) Python Developer
15 10 (4.07%) Consultant
15 10 (4.07%) Graduate
16 9 (3.66%) Data Architect
Libraries, Frameworks & Software Standards
1 43 (17.48%) .NET
2 31 (12.60%) HTML
3 30 (12.20%) JSON
4 21 (8.54%) CSS
5 19 (7.72%) XML
6 18 (7.32%) AngularJS
7 16 (6.50%) Web Services
8 15 (6.10%) REST
9 12 (4.88%) Java EE
10 10 (4.07%) Spring
11 9 (3.66%) jQuery
12 8 (3.25%) Apache Camel
12 8 (3.25%) J2EE
13 7 (2.85%) Ajax
13 7 (2.85%) Hibernate
13 7 (2.85%) HTML5
13 7 (2.85%) RESTful
14 6 (2.44%) CSS3
14 6 (2.44%) Django
14 6 (2.44%) SOAP
Miscellaneous
1 92 (37.40%) Computer Science
2 51 (20.73%) Algorithms
3 44 (17.89%) Mathematics
4 33 (13.41%) Analytical Skills
5 22 (8.94%) Data Structures
6 21 (8.54%) Visualisation
7 19 (7.72%) Biology
8 13 (5.28%) Management Information System
9 12 (4.88%) User Experience
10 11 (4.47%) Data Centre
11 10 (4.07%) Physics
11 10 (4.07%) Smart Meter
12 7 (2.85%) Data Integration
12 7 (2.85%) Statistics
13 6 (2.44%) Telematics
14 4 (1.63%) Artificial Intelligence
14 4 (1.63%) Cybercrime
14 4 (1.63%) Ontologies
14 4 (1.63%) Psychology
14 4 (1.63%) Reinsurance
Operating Systems
1 37 (15.04%) Linux
2 12 (4.88%) Unix
2 12 (4.88%) Windows
3 9 (3.66%) Red Hat Enterprise Linux
4 4 (1.63%) Android
5 3 (1.22%) VMS
5 3 (1.22%) Windows Phone
6 2 (0.81%) Windows Server
7 1 (0.41%) AIX
7 1 (0.41%) Apple iOS
Processes & Methodologies
1 88 (35.77%) Analytics
2 76 (30.89%) Agile Software Development
3 40 (16.26%) Software Engineering
4 39 (15.85%) Data Analytics
5 30 (12.20%) Business Intelligence
6 24 (9.76%) Scrum
7 22 (8.94%) OOP
8 20 (8.13%) Big Data Analytics
8 20 (8.13%) Bioinformatics
9 19 (7.72%) Machine Learning
9 19 (7.72%) Mentoring
10 18 (7.32%) E-Commerce
11 17 (6.91%) Data Visualisation
12 15 (6.10%) Data Analysis
13 14 (5.69%) Prototyping
13 14 (5.69%) TDD
14 13 (5.28%) Integration Testing
15 12 (4.88%) Actionable Insight
15 12 (4.88%) Cybersecurity
15 12 (4.88%) MVC
Programming Languages
1 132 (53.66%) Java
2 78 (31.71%) Python
3 53 (21.54%) SQL
4 45 (18.29%) Scala
5 41 (16.67%) C#
6 37 (15.04%) C++
7 26 (10.57%) JavaScript
8 25 (10.16%) T-SQL
9 20 (8.13%) R
10 11 (4.47%) C
11 10 (4.07%) Erlang
12 9 (3.66%) Perl
13 7 (2.85%) PL/SQL
13 7 (2.85%) Shell Script
14 6 (2.44%) PHP
15 4 (1.63%) Bash Shell
15 4 (1.63%) Objective-C
15 4 (1.63%) Ruby
16 3 (1.22%) Groovy
17 2 (0.81%) VB.NET
Qualifications
1 115 (46.75%) Degree
2 10 (4.07%) PhD
3 7 (2.85%) IBM Certification
4 5 (2.03%) Postgraduate
5 4 (1.63%) Security Cleared
6 3 (1.22%) DV Cleared
6 3 (1.22%) SC Cleared
7 1 (0.41%) CCNA
7 1 (0.41%) Cisco Certification
7 1 (0.41%) CISSP
7 1 (0.41%) GIAC
7 1 (0.41%) Linux+ Certification
7 1 (0.41%) MCSE
7 1 (0.41%) Microsoft Certification
7 1 (0.41%) Network+ Certification
7 1 (0.41%) SANS
7 1 (0.41%) SSCP
7 1 (0.41%) Sun Certification
Quality Assurance & Compliance
1 11 (4.47%) SLA
2 10 (4.07%) Data Quality
3 6 (2.44%) QA
4 2 (0.81%) WAI
5 1 (0.41%) SDET
System Software
1 20 (8.13%) Docker
2 5 (2.03%) Apache Flume
2 5 (2.03%) NFS
3 3 (1.22%) Postfix
3 3 (1.22%) Samba
3 3 (1.22%) Sendmail
3 3 (1.22%) Shibboleth
3 3 (1.22%) VMware Infrastructure
4 2 (0.81%) Active Directory
4 2 (0.81%) GPFS
4 2 (0.81%) XenApp
5 1 (0.41%) Firmware
Systems Management
1 6 (2.44%) Nagios
1 6 (2.44%) Puppet
2 5 (2.03%) Ganglia
2 5 (2.03%) Oozie
3 4 (1.63%) Hadoop YARN
3 4 (1.63%) HP Quality Center
4 1 (0.41%) Ansible
Vendors
1 29 (11.79%) Oracle
2 23 (9.35%) Microsoft
3 21 (8.54%) Tableau
4 14 (5.69%) IBM
5 8 (3.25%) Google
6 7 (2.85%) Cognos
6 7 (2.85%) MicroStrategy
7 6 (2.44%) Red Hat
8 5 (2.03%) Cloudera
8 5 (2.03%) VMware
9 4 (1.63%) Informatica
9 4 (1.63%) SAP
10 3 (1.22%) BT
10 3 (1.22%) Teradata
11 2 (0.81%) Cisco
11 2 (0.81%) Citrix
12 1 (0.41%) JD Edwards
12 1 (0.41%) Remedy
12 1 (0.41%) Sun
12 1 (0.41%) TOWER Software
Cambridgeshire
Montash
Salary: £60000 per annum + Flexible Benefits
Posted: Yesterday
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens - pens, health + more
Posted: 5 days ago
Cambridgeshire
Vantage Recruitment Solutions Limited
Posted: Yesterday
Watford, Hertfordshire
Oliver Bernard
Salary: £50000 - £60000 per annum + bonus & benefits
Posted: 3 days ago
Cambridgeshire
Montash
Salary: £60000 per annum + Flexible Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £20000 - £40000 per annum + Negotiable
Posted: 6 days ago
Cambridge, Cambridgeshire
Vantage Recruitment Solutions Ltd
Salary: Up to £55,000 per annum
Posted: 5 days ago
Hatfield, Hertfordshire
Oho Group Ltd.
Salary: £40000 - £65000 per annum, Benefits Excellent Benefits
Posted: 4 days ago
Halstead, Essex
Agentis Solution
Salary: From £45,000 to £55,000 per annum
Posted: 7 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 5 days ago
Ipswich - Adastral Park
BT
Salary: £32,000 - £45,000 pa (dep. on experience) + benefits
Posted: 17 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k DoE + benefits
Posted: 26 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £35000.00 - £45000.00 per annum + benefits
Posted: 5 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 15 days ago