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

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 104 156 202
Rank change year-on-year
+52 +46
Permanent jobs citing Big Data 157 113 68
As % of all permanent IT jobs located in the East of England 2.53% 1.56% 0.90%
As % of the Database & Business Intelligence category 9.19% 5.30% 2.98%
Number of salaries quoted 103 90 58
Median salary £52,500 £48,500 £41,250
Median salary % change year-on-year
+8.24% +17.57%
90% offered a salary of more than £40,000 £40,000 £27,500
10% offered a salary of more than £60,000 £72,500 £80,000
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
1708 2132 2279
As % of all permanent IT jobs located in the East of England 27.48% 29.38% 30.21%
Number of salaries quoted 1428 1853 1914
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £65,000 £60,000 £64,750
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 27 September 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 27 September 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 +31 86 £47,500 - 6
Hertfordshire +37 46 £55,000 +4.76% 7
Norfolk -7 10 £45,000 -18.18%
Suffolk -13 7 £44,000 -4.86% 1
Essex -9 6 £55,000 +60.03% 2
Bedfordshire - 2 - -
Big Data
England

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

For the 6 months to 27 September 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.

1 139 (51.48%) Java
2 113 (41.85%) Degree
3 97 (35.93%) Analytics
4 96 (35.56%) Computer Science
5 88 (32.59%) Agile Software Development
6 79 (29.26%) Finance
7 78 (28.89%) Python
8 76 (28.15%) Hadoop
9 67 (24.81%) SQL
10 63 (23.33%) NoSQL
11 58 (21.48%) C#
12 55 (20.37%) Software Engineering
13 53 (19.63%) SQL Server
14 52 (19.26%) Data Analytics
15 51 (18.89%) .NET
16 49 (18.15%) Relational Database
17 47 (17.41%) Algorithms
18 43 (15.93%) Linux
18 43 (15.93%) Scala
19 40 (14.81%) Oracle
20 36 (13.33%) Bioinformatics
20 36 (13.33%) Analytical Skills
21 35 (12.96%) Biology
22 33 (12.22%) Mathematics
22 33 (12.22%) Business Intelligence
22 33 (12.22%) Scrum
23 32 (11.85%) JavaScript
23 32 (11.85%) Visualisation
24 31 (11.48%) MongoDB
25 30 (11.11%) Microsoft

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 19 (7.04%) SAS
2 16 (5.93%) Elasticsearch
3 13 (4.81%) Apache
4 10 (3.70%) Tomcat
5 9 (3.33%) Apache Solr
6 6 (2.22%) Apache Spark
6 6 (2.22%) Confluence
6 6 (2.22%) SharePoint
7 4 (1.48%) Apache Pig
7 4 (1.48%) GlassFish
8 3 (1.11%) JBoss
8 3 (1.11%) WebSphere
9 1 (0.37%) CMS
9 1 (0.37%) Drupal
9 1 (0.37%) WebLogic
Applications
1 10 (3.70%) MS Excel
2 9 (3.33%) SPSS
3 2 (0.74%) MS Office
3 2 (0.74%) MS PowerPoint
3 2 (0.74%) Spreadsheet
4 1 (0.37%) Mathcad
4 1 (0.37%) MS Project
4 1 (0.37%) MS Visio
Business Applications
1 1 (0.37%) Dynamics AX
1 1 (0.37%) Dynamics NAV
1 1 (0.37%) Oracle Applications
Cloud Services
1 29 (10.74%) Amazon AWS
2 27 (10.00%) Microsoft Azure
3 15 (5.56%) Cloud Computing
4 6 (2.22%) GitHub
5 5 (1.85%) Google Cloud Platform
6 3 (1.11%) SaaS
Communications & Networking
1 9 (3.33%) HTTP
2 8 (2.96%) TCP/IP
3 7 (2.59%) LDAP
4 5 (1.85%) Firewall
4 5 (1.85%) Network Security
5 3 (1.11%) IMAP
5 3 (1.11%) SMTP
6 2 (0.74%) Ethernet
6 2 (0.74%) FTP
6 2 (0.74%) Intelligent Network
6 2 (0.74%) Intrusion Detection
7 1 (0.37%) 3G
7 1 (0.37%) DHCP
7 1 (0.37%) DNS
7 1 (0.37%) Intranet
7 1 (0.37%) IPsec
7 1 (0.37%) MQTT
7 1 (0.37%) SSL
7 1 (0.37%) WebEx
7 1 (0.37%) Wi-Fi
Database & Business Intelligence
1 76 (28.15%) Hadoop
2 63 (23.33%) NoSQL
3 53 (19.63%) SQL Server
4 49 (18.15%) Relational Database
5 31 (11.48%) MongoDB
6 26 (9.63%) Apache Cassandra
7 23 (8.52%) SQL Server Integration Services
8 22 (8.15%) PostgreSQL
9 20 (7.41%) SQL Server Reporting Services
10 19 (7.04%) HBase
11 18 (6.67%) MySQL
12 17 (6.30%) Apache Hive
13 16 (5.93%) SQL Server Analysis Services
14 14 (5.19%) RDBMS
14 14 (5.19%) SQL Server 2008
15 11 (4.07%) Data Mining
15 11 (4.07%) Data Warehouse
15 11 (4.07%) Power BI
16 10 (3.70%) QlikView
17 9 (3.33%) BusinessObjects
Development Applications
1 14 (5.19%) Git (software)
2 13 (4.81%) NUnit
2 13 (4.81%) Ranorex
2 13 (4.81%) Rhino Mocks
2 13 (4.81%) Team Foundation Server
3 8 (2.96%) Subversion
4 7 (2.59%) Toad
5 6 (2.22%) Eclipse
5 6 (2.22%) Jenkins
5 6 (2.22%) JIRA
5 6 (2.22%) Maven
5 6 (2.22%) Mercurial
5 6 (2.22%) NetBeans
5 6 (2.22%) SQL Server Management Studio (SSMS)
6 3 (1.11%) Selenium
6 3 (1.11%) Talend Open Studio
7 2 (0.74%) CocoaPods
7 2 (0.74%) Xcode
8 1 (0.37%) ProC
8 1 (0.37%) Visual Studio
General
1 79 (29.26%) Finance
2 19 (7.04%) Pharmaceutical
3 17 (6.30%) Marketing
3 17 (6.30%) Retail
4 10 (3.70%) Financial Institution
5 7 (2.59%) Games
6 5 (1.85%) Publishing
7 4 (1.48%) Manufacturing
8 3 (1.11%) Advertising
9 2 (0.74%) Electronics
9 2 (0.74%) Telecoms
10 1 (0.37%) Automotive
Job Titles
1 141 (52.22%) Developer
2 64 (23.70%) Java Developer
3 33 (12.22%) Big Data Developer
3 33 (12.22%) Senior Developer
4 26 (9.63%) Architect
5 25 (9.26%) Software Developer
6 24 (8.89%) Analyst
6 24 (8.89%) Senior Java Developer
6 24 (8.89%) Software Engineer
7 20 (7.41%) C# Developer
8 14 (5.19%) Java Engineer
8 14 (5.19%) Senior Big Data Developer
9 12 (4.44%) Business Intelligence Developer
10 11 (4.07%) .NET Developer
10 11 (4.07%) Administrator
10 11 (4.07%) JavaScript Developer
11 10 (3.70%) Java Software Engineer
11 10 (3.70%) Programmer
11 10 (3.70%) Scala Developer
11 10 (3.70%) Technical Manager
Libraries, Frameworks & Software Standards
1 51 (18.89%) .NET
2 29 (10.74%) HTML
3 24 (8.89%) CSS
4 20 (7.41%) AngularJS
4 20 (7.41%) JSON
5 18 (6.67%) Web Services
6 17 (6.30%) Java EE
7 14 (5.19%) XML
8 13 (4.81%) REST
9 12 (4.44%) J2EE
10 11 (4.07%) Spring
11 10 (3.70%) JMS
11 10 (3.70%) Node.js
11 10 (3.70%) RESTful
12 9 (3.33%) Twitter Bootstrap
13 8 (2.96%) Ajax
14 7 (2.59%) HTML5
15 6 (2.22%) CSS3
15 6 (2.22%) Django
15 6 (2.22%) Natural Language Processing
Miscellaneous
1 96 (35.56%) Computer Science
2 47 (17.41%) Algorithms
3 36 (13.33%) Analytical Skills
4 35 (12.96%) Biology
5 33 (12.22%) Mathematics
6 32 (11.85%) Visualisation
7 21 (7.78%) Management Information System
8 19 (7.04%) Data Structures
9 18 (6.67%) User Experience
10 15 (5.56%) Statistics
11 11 (4.07%) Data Centre
12 10 (3.70%) Life Science
13 7 (2.59%) Telematics
14 5 (1.85%) Psychology
14 5 (1.85%) Smart Meter
15 4 (1.48%) Artificial Intelligence
15 4 (1.48%) Ontologies
16 3 (1.11%) Client/Server
16 3 (1.11%) Physics
16 3 (1.11%) Robotics
Operating Systems
1 43 (15.93%) Linux
2 14 (5.19%) Unix
3 11 (4.07%) Red Hat Enterprise Linux
4 8 (2.96%) Windows
5 6 (2.22%) Android
6 5 (1.85%) Apple iOS
7 3 (1.11%) VMS
7 3 (1.11%) Windows Server
8 2 (0.74%) AIX
9 1 (0.37%) Windows Phone
Processes & Methodologies
1 97 (35.93%) Analytics
2 88 (32.59%) Agile Software Development
3 55 (20.37%) Software Engineering
4 52 (19.26%) Data Analytics
5 36 (13.33%) Bioinformatics
6 33 (12.22%) Business Intelligence
6 33 (12.22%) Scrum
7 23 (8.52%) Data Visualisation
7 23 (8.52%) ETL
8 20 (7.41%) Big Data Analytics
9 19 (7.04%) Data Analysis
10 17 (6.30%) Mentoring
10 17 (6.30%) OOP
11 16 (5.93%) Machine Learning
11 16 (5.93%) Unit Testing
12 15 (5.56%) E-Commerce
12 15 (5.56%) SDLC
13 14 (5.19%) Defect Management
14 13 (4.81%) TDD
14 13 (4.81%) User Stories
Programming Languages
1 139 (51.48%) Java
2 78 (28.89%) Python
3 67 (24.81%) SQL
4 58 (21.48%) C#
5 43 (15.93%) Scala
6 32 (11.85%) JavaScript
7 28 (10.37%) C++
8 26 (9.63%) T-SQL
9 17 (6.30%) C
10 12 (4.44%) R
11 11 (4.07%) Perl
11 11 (4.07%) PL/SQL
12 9 (3.33%) Shell Script
13 8 (2.96%) Ruby
13 8 (2.96%) VB.NET
14 7 (2.59%) Bash Shell
15 6 (2.22%) PHP
16 5 (1.85%) Erlang
17 4 (1.48%) ES6
17 4 (1.48%) Objective-C
Qualifications
1 113 (41.85%) Degree
2 7 (2.59%) IBM Certification
3 5 (1.85%) PhD
3 5 (1.85%) Postgraduate
4 2 (0.74%) Security Cleared
5 1 (0.37%) CCNA
5 1 (0.37%) Cisco Certification
5 1 (0.37%) CISSP
5 1 (0.37%) DV Cleared
5 1 (0.37%) GIAC
5 1 (0.37%) Linux+ Certification
5 1 (0.37%) MCSE
5 1 (0.37%) Microsoft Certification
5 1 (0.37%) Network+ Certification
5 1 (0.37%) SANS
5 1 (0.37%) SC Cleared
5 1 (0.37%) SSCP
Quality Assurance & Compliance
1 11 (4.07%) Data Quality
2 10 (3.70%) SLA
3 4 (1.48%) QA
4 2 (0.74%) HIPAA
4 2 (0.74%) ISO/IEC 27001
4 2 (0.74%) SDET
5 1 (0.37%) WAI
System Software
1 14 (5.19%) Docker
2 5 (1.85%) Apache Flume
2 5 (1.85%) NFS
3 3 (1.11%) Postfix
3 3 (1.11%) Samba
3 3 (1.11%) Sendmail
3 3 (1.11%) Shibboleth
3 3 (1.11%) VMware Infrastructure
4 2 (0.74%) GPFS
4 2 (0.74%) PanFS
5 1 (0.37%) Firmware
Systems Management
1 13 (4.81%) HP Quality Center
2 6 (2.22%) Nagios
2 6 (2.22%) Puppet
3 5 (1.85%) Ganglia
3 5 (1.85%) Oozie
4 4 (1.48%) Hadoop YARN
5 1 (0.37%) Ansible
Vendors
1 40 (14.81%) Oracle
2 30 (11.11%) Microsoft
3 28 (10.37%) Tableau
4 13 (4.81%) IBM
4 13 (4.81%) SAP
5 10 (3.70%) Google
6 8 (2.96%) Red Hat
7 7 (2.59%) Cloudera
7 7 (2.59%) Cognos
7 7 (2.59%) MicroStrategy
8 5 (1.85%) Informatica
9 4 (1.48%) Twitter
10 3 (1.11%) Sybase
10 3 (1.11%) Talend
10 3 (1.11%) Teradata
10 3 (1.11%) VMware
11 2 (0.74%) TOWER Software
12 1 (0.37%) Cognizant
12 1 (0.37%) JD Edwards
12 1 (0.37%) Trillium
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens - pens, health + more
Posted: Yesterday
St. Albans, Hertfordshire
Digitech Resourcing Ltd
Salary: From £40,000 to £65,000 per annum plus benefits and relocation
Posted: 7 hours ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + very good bonus
Posted: 2 days ago
Hertfordshire
Verticality Ltd
Salary: £50000 - £55000 per annum, Benefits Benefits
Posted: Yesterday
Colchester, Essex
Polar Recruitment
Salary: £55000 - £65000 per annum + life insurance, pension, 25 days hols
Posted: Yesterday
Rickmansworth, Hertfordshire
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits & bonus
Posted: 5 days ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 5 days ago
Brentwood, Essex
Manpower
Posted: 5 days ago
Hatfield, Hertfordshire
JM
Salary: £55000 - £65800 per annum + £4,200 car, benefits and bonus
Posted: 4 days ago
Ipswich, Suffolk
Evolution Recruitment Solutions
Salary: 45000
Posted: 6 days ago
Cambridge
Montash Limited
Salary: £58000 - £85000 per annum
Posted: 5 days ago
St. Albans
Eligo Recruitment
Salary: £50000 - £60000 per annum + Benefits
Posted: 12 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 15 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 11 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 20 days ago