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 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Big Data
Rank 143 231 236
Rank change year-on-year
+88 +5
Permanent jobs citing Big Data 118 57 57
As % of all permanent IT jobs located in the East of England 1.81% 0.75% 0.66%
As % of the Database & Business Intelligence category 6.79% 2.39% 2.07%
Number of salaries quoted 104 46 55
Median salary £45,000 £50,000 £60,000
Median salary % change year-on-year
-10.00% -16.66%
90% offered a salary of more than £30,000 £36,250 £42,500
10% offered a salary of more than £65,000 £67,500 £103,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
1739 2386 2754
As % of all permanent IT jobs located in the East of England 26.70% 31.21% 32.11%
Number of salaries quoted 1497 2013 2367
Median salary £43,000 £45,000 £42,500
Median salary % change year-on-year
-4.44% +5.88%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £55,000 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 May 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 29 May 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 +48 72 £50,000 +11.11% 23
Hertfordshire +30 23 £42,500 -22.72% 3
Suffolk +12 7 £58,000 +28.88% 3
Bedfordshire +8 7 £75,000 +36.36% 1
Essex +21 6 £40,000 -20.00%
Norfolk +18 3 £36,125 -23.94% 1
Big Data
England

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

For the 6 months to 29 May 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.

1 145 (58.47%) Java
2 94 (37.90%) Degree
3 74 (29.84%) Python
4 73 (29.44%) Agile Software Development
4 73 (29.44%) NoSQL
5 72 (29.03%) Hadoop
6 67 (27.02%) Analytics
7 64 (25.81%) SQL
8 62 (25.00%) Computer Science
9 53 (21.37%) Algorithms
10 51 (20.56%) Mathematics
11 44 (17.74%) SQL Server
12 43 (17.34%) C#
12 43 (17.34%) Finance
13 41 (16.53%) C++
14 40 (16.13%) REST
15 37 (14.92%) Scala
15 37 (14.92%) Web Services
16 36 (14.52%) .NET
16 36 (14.52%) Amazon AWS
16 36 (14.52%) JSON
16 36 (14.52%) Analytical Skills
17 35 (14.11%) JavaScript
17 35 (14.11%) Software Engineering
18 34 (13.71%) HTML
19 32 (12.90%) Business Intelligence
19 32 (12.90%) Oracle
20 31 (12.50%) Linux
20 31 (12.50%) jQuery
20 31 (12.50%) 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 27 (10.89%) WebLogic
2 22 (8.87%) Tomcat
3 21 (8.47%) Apache Spark
4 19 (7.66%) Apache Pig
5 17 (6.85%) Oracle Application Server
5 17 (6.85%) WebSphere
5 17 (6.85%) WebSphere Application Server
6 16 (6.45%) JBoss
7 14 (5.65%) SAS
8 11 (4.44%) Elasticsearch
9 5 (2.02%) GlassFish
10 4 (1.61%) Apache
10 4 (1.61%) Node.js
11 1 (0.40%) Apache Solr
11 1 (0.40%) SharePoint
Applications
1 11 (4.44%) MS Excel
2 3 (1.21%) MS Visio
3 1 (0.40%) MS Office
3 1 (0.40%) MS PowerPoint
3 1 (0.40%) SPSS
Business Applications
1 2 (0.81%) Dynamics CRM
2 1 (0.40%) Dynamics AX
2 1 (0.40%) Dynamics NAV
2 1 (0.40%) Oracle Applications
2 1 (0.40%) SAP Oil and Gas
Cloud Services
1 36 (14.52%) Amazon AWS
2 29 (11.69%) Microsoft Azure
3 23 (9.27%) Cloud Computing
4 5 (2.02%) Amazon Kinesis
4 5 (2.02%) Google Cloud Platform
5 4 (1.61%) SaaS
Communications & Networking
1 21 (8.47%) TCP/IP
2 13 (5.24%) HTTP
3 10 (4.03%) Firewall
4 6 (2.42%) SAN
5 5 (2.02%) Broadband
5 5 (2.02%) Cisco IPT
5 5 (2.02%) IP Telephony
5 5 (2.02%) NetScaler
6 1 (0.40%) Ethernet
6 1 (0.40%) GSM
6 1 (0.40%) Intelligent Network
6 1 (0.40%) Intrusion Detection
6 1 (0.40%) NAS
6 1 (0.40%) Network Security
Database & Business Intelligence
1 73 (29.44%) NoSQL
2 72 (29.03%) Hadoop
3 44 (17.74%) SQL Server
4 30 (12.10%) Apache Hive
5 27 (10.89%) MongoDB
6 26 (10.48%) SQL Server Integration Services
7 25 (10.08%) SQL Server Analysis Services
8 18 (7.26%) SQL Server 2008
9 17 (6.85%) Relational Database
10 16 (6.45%) HBase
10 16 (6.45%) Neo4j
11 15 (6.05%) Amazon DynamoDB
12 13 (5.24%) Data Mining
12 13 (5.24%) Data Warehouse
13 12 (4.84%) Apache Cassandra
13 12 (4.84%) SQL Server Reporting Services
14 11 (4.44%) Power BI
15 10 (4.03%) MySQL
16 8 (3.23%) OLAP
17 7 (2.82%) PostgreSQL
Development Applications
1 17 (6.85%) SQL Server Management Studio (SSMS)
2 13 (5.24%) Git (software)
3 7 (2.82%) NUnit
4 5 (2.02%) Selenium
5 4 (1.61%) Jenkins
6 3 (1.21%) Maven
7 2 (0.81%) ERwin
7 2 (0.81%) Gradle
7 2 (0.81%) JIRA
7 2 (0.81%) SoapUI
7 2 (0.81%) Subversion
7 2 (0.81%) Visual Studio
8 1 (0.40%) JUnit
8 1 (0.40%) Mercurial
8 1 (0.40%) ProC
8 1 (0.40%) TeamCity
8 1 (0.40%) TestNG
8 1 (0.40%) Toad
8 1 (0.40%) YouTrack
General
1 43 (17.34%) Finance
2 23 (9.27%) Pharmaceutical
3 20 (8.06%) Financial Institution
3 20 (8.06%) Marketing
4 9 (3.63%) Games
5 8 (3.23%) Retail
6 5 (2.02%) Banking
7 4 (1.61%) Manufacturing
8 3 (1.21%) Telecoms
9 1 (0.40%) Advertising
9 1 (0.40%) Electronics
Job Titles
1 140 (56.45%) Developer
2 54 (21.77%) Java Developer
3 41 (16.53%) Big Data Developer
4 33 (13.31%) Senior Developer
5 27 (10.89%) .NET Developer
6 26 (10.48%) Analyst
7 24 (9.68%) C# Developer
8 23 (9.27%) Software Engineer
9 22 (8.87%) Business Intelligence Developer
10 21 (8.47%) C# .NET Developer
11 20 (8.06%) Senior Big Data Developer
12 16 (6.45%) Applications Developer
12 16 (6.45%) Applications Support
12 16 (6.45%) Python Developer
13 15 (6.05%) Architect
13 15 (6.05%) Consultant
13 15 (6.05%) Senior Java Developer
14 14 (5.65%) Java Engineer
15 12 (4.84%) Insight Analyst
16 10 (4.03%) DV Cleared Technical Consultant
Libraries, Frameworks & Software Standards
1 40 (16.13%) REST
2 37 (14.92%) Web Services
3 36 (14.52%) .NET
3 36 (14.52%) JSON
4 34 (13.71%) HTML
5 31 (12.50%) jQuery
6 29 (11.69%) XML
7 27 (10.89%) Java EE
8 23 (9.27%) SOAP
9 21 (8.47%) AngularJS
9 21 (8.47%) Apache Camel
10 20 (8.06%) Ajax
11 17 (6.85%) Spring
12 16 (6.45%) CSS
12 16 (6.45%) Hibernate
12 16 (6.45%) J2EE
12 16 (6.45%) OSGi
13 10 (4.03%) EJB
14 8 (3.23%) Natural Language Processing
15 7 (2.82%) HTML5
Miscellaneous
1 62 (25.00%) Computer Science
2 53 (21.37%) Algorithms
3 51 (20.56%) Mathematics
4 36 (14.52%) Analytical Skills
5 31 (12.50%) Visualisation
6 27 (10.89%) Data Structures
7 15 (6.05%) DataPower
8 13 (5.24%) Smart Meter
9 12 (4.84%) Cybercrime
10 10 (4.03%) iPhone
10 10 (4.03%) Physics
11 9 (3.63%) User Experience
12 8 (3.23%) Data Integration
13 7 (2.82%) Life Science
14 5 (2.02%) Artificial Intelligence
14 5 (2.02%) Data Centre
15 4 (1.61%) Management Information System
15 4 (1.61%) Reinsurance
16 3 (1.21%) Statistics
16 3 (1.21%) Web 2.0
Operating Systems
1 31 (12.50%) Linux
2 26 (10.48%) Windows
3 23 (9.27%) Unix
4 12 (4.84%) Android
5 10 (4.03%) Windows Phone
6 2 (0.81%) Apple iOS
7 1 (0.40%) AIX
7 1 (0.40%) Red Hat Enterprise Linux
7 1 (0.40%) VxWorks
7 1 (0.40%) Windows Server
Processes & Methodologies
1 73 (29.44%) Agile Software Development
2 67 (27.02%) Analytics
3 35 (14.11%) Software Engineering
4 32 (12.90%) Business Intelligence
5 27 (10.89%) OOP
6 25 (10.08%) SOA
7 24 (9.68%) Data Analytics
8 22 (8.87%) Integration Testing
9 21 (8.47%) Data Visualisation
10 20 (8.06%) Web Application Development
11 19 (7.66%) Cybersecurity
11 19 (7.66%) Scrum
12 17 (6.85%) TDD
13 15 (6.05%) Big Data Analytics
13 15 (6.05%) E-Commerce
13 15 (6.05%) Functional Programming
13 15 (6.05%) Mentoring
14 14 (5.65%) MVC
15 13 (5.24%) Continuous Integration
15 13 (5.24%) Machine Learning
Programming Languages
1 145 (58.47%) Java
2 74 (29.84%) Python
3 64 (25.81%) SQL
4 43 (17.34%) C#
5 41 (16.53%) C++
6 37 (14.92%) Scala
7 35 (14.11%) JavaScript
8 22 (8.87%) R
9 21 (8.47%) T-SQL
10 16 (6.45%) Groovy
11 13 (5.24%) Erlang
12 12 (4.84%) Objective-C
13 7 (2.82%) PL/SQL
14 6 (2.42%) C
15 2 (0.81%) MATLAB
16 1 (0.40%) Assembly Language
16 1 (0.40%) COBOL
16 1 (0.40%) Embedded C
16 1 (0.40%) Perl
16 1 (0.40%) VB.NET
Qualifications
1 94 (37.90%) Degree
2 18 (7.26%) PhD
3 12 (4.84%) Security Cleared
4 10 (4.03%) DV Cleared
4 10 (4.03%) SC Cleared
4 10 (4.03%) Sun Certification
5 3 (1.21%) IBM Certification
6 2 (0.81%) CCNA
6 2 (0.81%) Cisco Certification
6 2 (0.81%) CISSP
6 2 (0.81%) GIAC
6 2 (0.81%) Linux+ Certification
6 2 (0.81%) MCSE
6 2 (0.81%) Microsoft Certification
6 2 (0.81%) Network+ Certification
6 2 (0.81%) Postgraduate
6 2 (0.81%) SANS
6 2 (0.81%) SSCP
Quality Assurance & Compliance
1 8 (3.23%) Data Quality
2 7 (2.82%) QA
3 6 (2.42%) SLA
4 3 (1.21%) WAI
5 1 (0.40%) HIPAA
5 1 (0.40%) ISO/IEC 27001
System Software
1 23 (9.27%) Docker
2 5 (2.02%) Active Directory
2 5 (2.02%) XenApp
3 1 (0.40%) Firmware
Systems Management
1 1 (0.40%) Ansible
1 1 (0.40%) Oozie
1 1 (0.40%) Puppet
Vendors
1 32 (12.90%) Oracle
2 24 (9.68%) IBM
3 16 (6.45%) Microsoft
4 15 (6.05%) Tableau
5 10 (4.03%) Sun
6 6 (2.42%) Google
7 5 (2.02%) BT
7 5 (2.02%) Cisco
7 5 (2.02%) Citrix
7 5 (2.02%) SAP
7 5 (2.02%) Teradata
7 5 (2.02%) VMware
8 3 (1.21%) Cognos
8 3 (1.21%) MicroStrategy
9 2 (0.81%) Cognizant
9 2 (0.81%) Netezza
9 2 (0.81%) Splunk
10 1 (0.40%) Rackspace
10 1 (0.40%) Remedy
10 1 (0.40%) Twitter
Cambridge, Cambridgeshire
ClearCube Consulting
Salary: From £35,000 to £40,000 per annum
Posted: 5 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 6 days ago
Cambridge, Cambridgeshire
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £45000.00 per annum
Posted: 2 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 4 days ago
Ipswich, Suffolk
Experis Ltd
Salary: £30000.00 - £30500.00 per annum
Posted: 5 days ago
Hatfield, Hertfordshire
JM
Posted: 2 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 4 days ago
Hinxton, Cambridge
EMBL
Salary: Competitive + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £50000.00 - £65000.00 per annum + Pens, Health etc
Posted: 6 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £50k to £80k (multiple roles) + bonus + benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ANSON MCCADE
Salary: £40,000- £60,000+attractive benefits, 30 days holiday, career progress
Posted: 4 days ago
Cambridge, Cambridgeshire
Deanslist Limited
Salary: From £30,000 to £40,000 per annum £30-40k + excellent benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £55000 per annum + Interview slots available!
Posted: 3 days ago
Ipswich, Suffolk
Kyna Associates
Salary: £30000 - £35000 Per Annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £40000 - £50000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Ventula Consulting
Salary: Excellent Package
Posted: 4 days ago
Ipswich, Suffolk
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Ventula Consulting
Salary: Bonus + Exceptional Package
Posted: 5 days ago
Cambridge, Cambridgeshire
Jagex Limited
Salary: Negotiable depending on experience
Posted: 16 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 11 days ago
Luton
Ortolan Group
Salary: £40000 - £46000 per annum
Posted: 10 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 11 days ago
Cambridge
Client Server
Salary: £35k to £50k (multiple roles) + bonus + benefits
Posted: 12 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 11 days ago
Hinxton near Cambridge
EMBL
Salary: Competitive
Posted: 20 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 11 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 19 days ago
Cambridge
Client Server
Salary: £35k to £50k (multiple roles) + bonus + benefits
Posted: 23 days ago
Letchworth Garden City, Hertfordshire
Atos
Salary: excellent benefits
Posted: 9 days ago