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 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 118 180 203
Rank change year-on-year
+62 +23
Permanent jobs citing Big Data 138 94 73
As % of all permanent IT jobs located in the East of England 2.16% 1.27% 0.92%
As % of the Database & Business Intelligence category 7.85% 4.07% 3.00%
Number of salaries quoted 104 65 59
Median salary £55,000 £47,500 £45,000
Median salary % change year-on-year
+15.78% +5.55%
90% offered a salary of more than £40,000 £40,000 £27,500
10% offered a salary of more than £65,000 £75,000 £80,000
UK excluding London median salary £55,000 £50,000 £48,500
% change year-on-year
+10.00% +3.09%
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
1757 2310 2433
As % of all permanent IT jobs located in the East of England 27.55% 31.14% 30.77%
Number of salaries quoted 1527 1986 2073
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 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 25 August 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 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
Cambridgeshire +35 82 £55,000 +15.78% 6
Hertfordshire +33 34 £55,000 +29.41% 5
Norfolk +3 9 £60,000 +14.28%
Suffolk +3 9 £43,000 +4.87%
Essex -6 4 £55,000 -
Big Data
England

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

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 East of England region with a requirement for Big Data.

1 136 (52.92%) Java
2 111 (43.19%) Degree
3 105 (40.86%) Analytics
4 92 (35.80%) Computer Science
5 81 (31.52%) Agile Software Development
6 78 (30.35%) Python
7 70 (27.24%) Hadoop
8 66 (25.68%) Finance
9 61 (23.74%) NoSQL
10 58 (22.57%) SQL
11 54 (21.01%) .NET
11 54 (21.01%) Data Analytics
12 52 (20.23%) C#
13 49 (19.07%) SQL Server
13 49 (19.07%) Software Engineering
13 49 (19.07%) Algorithms
14 42 (16.34%) Scala
15 40 (15.56%) Mathematics
16 37 (14.40%) Linux
17 36 (14.01%) Relational Database
18 35 (13.62%) C++
19 34 (13.23%) Business Intelligence
20 33 (12.84%) Oracle
21 30 (11.67%) Analytical Skills
22 29 (11.28%) Amazon AWS
22 29 (11.28%) Microsoft
23 28 (10.89%) HTML
23 28 (10.89%) JavaScript
23 28 (10.89%) T-SQL
23 28 (10.89%) Visualisation

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 (7.00%) Elasticsearch
1 18 (7.00%) SAS
2 11 (4.28%) Apache Spark
3 10 (3.89%) Tomcat
4 9 (3.50%) Apache Solr
5 8 (3.11%) Apache
6 6 (2.33%) GlassFish
6 6 (2.33%) SharePoint
7 5 (1.95%) Apache Pig
8 2 (0.78%) JBoss
8 2 (0.78%) WebSphere
9 1 (0.39%) CMS
9 1 (0.39%) Drupal
9 1 (0.39%) Oracle Application Server
9 1 (0.39%) WebLogic
9 1 (0.39%) WebSphere Application Server
Applications
1 8 (3.11%) MS Excel
2 7 (2.72%) SPSS
3 3 (1.17%) MS Visio
4 2 (0.78%) MS Office
4 2 (0.78%) MS PowerPoint
4 2 (0.78%) Spreadsheet
5 1 (0.39%) Mathcad
5 1 (0.39%) MS Project
Business Applications
1 1 (0.39%) Dynamics AX
1 1 (0.39%) Dynamics NAV
1 1 (0.39%) Oracle Applications
Cloud Services
1 29 (11.28%) Amazon AWS
2 26 (10.12%) Microsoft Azure
3 17 (6.61%) Cloud Computing
4 5 (1.95%) Google Cloud Platform
5 3 (1.17%) SaaS
Communications & Networking
1 12 (4.67%) TCP/IP
2 8 (3.11%) HTTP
3 5 (1.95%) Firewall
3 5 (1.95%) LDAP
3 5 (1.95%) Network Security
4 3 (1.17%) IMAP
4 3 (1.17%) SMTP
5 2 (0.78%) Cisco IPT
5 2 (0.78%) Ethernet
5 2 (0.78%) FTP
5 2 (0.78%) Intelligent Network
5 2 (0.78%) IP Telephony
5 2 (0.78%) NetScaler
5 2 (0.78%) SAN
6 1 (0.39%) 4G
6 1 (0.39%) IPsec
6 1 (0.39%) LTE
6 1 (0.39%) MQTT
6 1 (0.39%) WebEx
6 1 (0.39%) Wi-Fi
Database & Business Intelligence
1 70 (27.24%) Hadoop
2 61 (23.74%) NoSQL
3 49 (19.07%) SQL Server
4 36 (14.01%) Relational Database
5 27 (10.51%) SQL Server Integration Services
6 24 (9.34%) MongoDB
7 22 (8.56%) Apache Hive
8 21 (8.17%) Apache Cassandra
9 19 (7.39%) SQL Server 2008
10 18 (7.00%) SQL Server Analysis Services
11 17 (6.61%) MySQL
12 16 (6.23%) SQL Server Reporting Services
13 15 (5.84%) Data Mining
13 15 (5.84%) HBase
14 14 (5.45%) PostgreSQL
15 12 (4.67%) Data Warehouse
15 12 (4.67%) Power BI
16 10 (3.89%) RDBMS
17 9 (3.50%) QlikView
18 8 (3.11%) OLAP
Development Applications
1 12 (4.67%) Git (software)
2 11 (4.28%) NUnit
2 11 (4.28%) Ranorex
2 11 (4.28%) Rhino Mocks
2 11 (4.28%) SQL Server Management Studio (SSMS)
2 11 (4.28%) Team Foundation Server
3 5 (1.95%) Jenkins
3 5 (1.95%) Selenium
3 5 (1.95%) Subversion
4 4 (1.56%) Mercurial
4 4 (1.56%) Toad
5 3 (1.17%) Eclipse
5 3 (1.17%) Maven
5 3 (1.17%) NetBeans
5 3 (1.17%) Talend Open Studio
6 2 (0.78%) ERwin
6 2 (0.78%) JIRA
6 2 (0.78%) Visual Studio
7 1 (0.39%) JUnit
7 1 (0.39%) ProC
General
1 66 (25.68%) Finance
2 24 (9.34%) Pharmaceutical
3 14 (5.45%) Financial Institution
3 14 (5.45%) Marketing
3 14 (5.45%) Retail
4 5 (1.95%) Publishing
5 4 (1.56%) Games
5 4 (1.56%) Manufacturing
6 2 (0.78%) Electronics
6 2 (0.78%) Telecoms
7 1 (0.39%) Banking
Job Titles
1 141 (54.86%) Developer
2 63 (24.51%) Java Developer
3 33 (12.84%) Senior Developer
4 32 (12.45%) Big Data Developer
5 27 (10.51%) Analyst
6 24 (9.34%) Architect
6 24 (9.34%) C# Developer
7 21 (8.17%) Software Developer
7 21 (8.17%) Software Engineer
8 20 (7.78%) Senior Java Developer
9 17 (6.61%) Business Intelligence Developer
10 16 (6.23%) .NET Developer
11 13 (5.06%) Java Engineer
11 13 (5.06%) Senior Big Data Developer
12 12 (4.67%) C# .NET Developer
13 10 (3.89%) Insight Analyst
13 10 (3.89%) Senior C# Developer
14 9 (3.50%) Java Software Engineer
14 9 (3.50%) Programmer
15 8 (3.11%) Administrator
Libraries, Frameworks & Software Standards
1 54 (21.01%) .NET
2 28 (10.89%) HTML
3 24 (9.34%) CSS
3 24 (9.34%) JSON
4 16 (6.23%) AngularJS
5 15 (5.84%) Java EE
6 14 (5.45%) REST
6 14 (5.45%) Web Services
6 14 (5.45%) XML
7 10 (3.89%) Spring
8 9 (3.50%) JMS
9 8 (3.11%) Ajax
9 8 (3.11%) HTML5
9 8 (3.11%) J2EE
9 8 (3.11%) RESTful
10 7 (2.72%) CSS3
10 7 (2.72%) Django
11 6 (2.33%) Twitter Bootstrap
12 5 (1.95%) jQuery
12 5 (1.95%) SOAP
Miscellaneous
1 92 (35.80%) Computer Science
2 49 (19.07%) Algorithms
3 40 (15.56%) Mathematics
4 30 (11.67%) Analytical Skills
5 28 (10.89%) Visualisation
6 21 (8.17%) Biology
7 19 (7.39%) Management Information System
8 17 (6.61%) Data Structures
9 14 (5.45%) Statistics
9 14 (5.45%) User Experience
10 11 (4.28%) Data Centre
11 7 (2.72%) Smart Meter
11 7 (2.72%) Telematics
12 5 (1.95%) Psychology
13 4 (1.56%) Life Science
13 4 (1.56%) Ontologies
13 4 (1.56%) Physics
13 4 (1.56%) Reinsurance
14 3 (1.17%) Client/Server
15 2 (0.78%) W3C
Operating Systems
1 37 (14.40%) Linux
2 12 (4.67%) Unix
3 9 (3.50%) Red Hat Enterprise Linux
4 6 (2.33%) Windows
5 3 (1.17%) Android
5 3 (1.17%) Apple iOS
5 3 (1.17%) VMS
6 2 (0.78%) Windows Server
7 1 (0.39%) AIX
Processes & Methodologies
1 105 (40.86%) Analytics
2 81 (31.52%) Agile Software Development
3 54 (21.01%) Data Analytics
4 49 (19.07%) Software Engineering
5 34 (13.23%) Business Intelligence
6 24 (9.34%) Big Data Analytics
6 24 (9.34%) Scrum
7 23 (8.95%) Data Visualisation
8 22 (8.56%) Bioinformatics
9 20 (7.78%) Mentoring
10 19 (7.39%) Data Analysis
10 19 (7.39%) E-Commerce
11 18 (7.00%) ETL
11 18 (7.00%) Machine Learning
11 18 (7.00%) OOP
12 15 (5.84%) TDD
13 13 (5.06%) Unit Testing
14 12 (4.67%) Defect Management
14 12 (4.67%) Prototyping
15 11 (4.28%) SDLC
Programming Languages
1 136 (52.92%) Java
2 78 (30.35%) Python
3 58 (22.57%) SQL
4 52 (20.23%) C#
5 42 (16.34%) Scala
6 35 (13.62%) C++
7 28 (10.89%) JavaScript
7 28 (10.89%) T-SQL
8 17 (6.61%) R
9 12 (4.67%) C
10 11 (4.28%) PL/SQL
11 9 (3.50%) Perl
12 8 (3.11%) Shell Script
13 7 (2.72%) Erlang
13 7 (2.72%) Ruby
14 6 (2.33%) PHP
14 6 (2.33%) VB.NET
15 5 (1.95%) Bash Shell
16 2 (0.78%) Groovy
16 2 (0.78%) MATLAB
Qualifications
1 111 (43.19%) Degree
2 7 (2.72%) IBM Certification
2 7 (2.72%) PhD
3 5 (1.95%) Postgraduate
4 1 (0.39%) CCNA
4 1 (0.39%) Cisco Certification
4 1 (0.39%) CISSP
4 1 (0.39%) GIAC
4 1 (0.39%) Linux+ Certification
4 1 (0.39%) MCSE
4 1 (0.39%) Microsoft Certification
4 1 (0.39%) Network+ Certification
4 1 (0.39%) SANS
4 1 (0.39%) Security Cleared
4 1 (0.39%) SSCP
Quality Assurance & Compliance
1 11 (4.28%) SLA
2 10 (3.89%) Data Quality
3 6 (2.33%) QA
4 2 (0.78%) SDET
4 2 (0.78%) WAI
System Software
1 16 (6.23%) Docker
2 5 (1.95%) Apache Flume
2 5 (1.95%) NFS
3 3 (1.17%) Postfix
3 3 (1.17%) Samba
3 3 (1.17%) Sendmail
3 3 (1.17%) Shibboleth
3 3 (1.17%) VMware Infrastructure
4 2 (0.78%) Active Directory
4 2 (0.78%) GPFS
4 2 (0.78%) PanFS
4 2 (0.78%) XenApp
5 1 (0.39%) Firmware
Systems Management
1 11 (4.28%) HP Quality Center
2 6 (2.33%) Nagios
2 6 (2.33%) Puppet
3 5 (1.95%) Ganglia
3 5 (1.95%) Oozie
4 4 (1.56%) Hadoop YARN
5 1 (0.39%) Ansible
Vendors
1 33 (12.84%) Oracle
2 29 (11.28%) Microsoft
3 25 (9.73%) Tableau
4 12 (4.67%) IBM
5 10 (3.89%) Google
6 9 (3.50%) SAP
7 7 (2.72%) Cognos
7 7 (2.72%) MicroStrategy
8 6 (2.33%) Cloudera
8 6 (2.33%) Red Hat
9 5 (1.95%) VMware
10 4 (1.56%) Informatica
11 3 (1.17%) Talend
11 3 (1.17%) Teradata
12 2 (0.78%) Cisco
12 2 (0.78%) Citrix
12 2 (0.78%) Sybase
12 2 (0.78%) TOWER Software
13 1 (0.39%) JD Edwards
13 1 (0.39%) Remedy
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens - pens, health + more
Posted: 3 days ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + be - shares, pens, health+
Posted: 3 days ago
Watford, Hertfordshire
Verticality Ltd
Salary: £50000 - £65000 per annum, Benefits Bonus + Benefits Package
Posted: Yesterday
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens - pens, health + more
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £30,000 to £40,000 per annum + Bonus + Benefits + Parking
Posted: 3 days ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + very good bonus
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: 3 days ago