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

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 143 212 223
Rank change year-on-year
+69 +11
Permanent jobs citing Big Data 103 70 66
As % of all permanent IT jobs located in the East of England 1.58% 0.90% 0.79%
As % of the Database & Business Intelligence category 6.02% 2.85% 2.49%
Number of salaries quoted 96 48 58
Median salary £51,250 £50,000 £50,000
Median salary % change year-on-year
+2.50% -
90% offered a salary of more than £30,250 £40,000 £40,000
10% offered a salary of more than £65,000 £73,250 £105,000
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
1712 2459 2646
As % of all permanent IT jobs located in the East of England 26.27% 31.65% 31.77%
Number of salaries quoted 1499 2079 2285
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 £31,500
10% offered a salary of more than £65,000 £57,500 £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 1 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 1 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 +33 66 £53,750 +13.15% 13
Hertfordshire +28 20 £50,000 - 4
Suffolk +11 7 £30,250 -32.77%
Norfolk +12 6 £80,000 +60.00%
Bedfordshire +12 2 £41,500 -30.83%
Essex +3 2 £40,000 -20.00% 3
Big Data
England

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

For the 6 months to 1 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.

1 137 (56.61%) Java
2 103 (42.56%) Degree
3 76 (31.40%) Analytics
4 74 (30.58%) Python
5 70 (28.93%) Computer Science
6 68 (28.10%) NoSQL
7 67 (27.69%) Hadoop
8 65 (26.86%) Agile Software Development
9 55 (22.73%) SQL
10 51 (21.07%) Algorithms
11 46 (19.01%) Mathematics
12 43 (17.77%) Finance
12 43 (17.77%) C#
13 41 (16.94%) .NET
14 40 (16.53%) Scala
15 39 (16.12%) Analytical Skills
15 39 (16.12%) SQL Server
15 39 (16.12%) C++
16 38 (15.70%) Amazon AWS
17 35 (14.46%) JSON
18 34 (14.05%) Data Analytics
19 33 (13.64%) Microsoft Azure
20 32 (13.22%) Software Engineering
21 31 (12.81%) Linux
22 29 (11.98%) Business Intelligence
23 27 (11.16%) Visualisation
23 27 (11.16%) Data Structures
24 26 (10.74%) OOP
24 26 (10.74%) SQL Server Integration Services
25 25 (10.33%) HTML

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 22 (9.09%) Apache Spark
2 14 (5.79%) Elasticsearch
2 14 (5.79%) SAS
2 14 (5.79%) Tomcat
2 14 (5.79%) WebLogic
3 9 (3.72%) Apache Pig
3 9 (3.72%) JBoss
3 9 (3.72%) Oracle Application Server
3 9 (3.72%) WebSphere
3 9 (3.72%) WebSphere Application Server
4 5 (2.07%) GlassFish
5 4 (1.65%) Apache
Applications
1 9 (3.72%) MS Excel
2 3 (1.24%) MS Visio
3 1 (0.41%) Mathcad
3 1 (0.41%) MS Office
3 1 (0.41%) MS PowerPoint
3 1 (0.41%) SPSS
Business Applications
1 1 (0.41%) Dynamics AX
1 1 (0.41%) Dynamics NAV
1 1 (0.41%) Oracle Applications
Cloud Services
1 38 (15.70%) Amazon AWS
2 33 (13.64%) Microsoft Azure
3 22 (9.09%) Cloud Computing
4 5 (2.07%) Amazon Kinesis
4 5 (2.07%) Google Cloud Platform
5 4 (1.65%) SaaS
Communications & Networking
1 18 (7.44%) TCP/IP
2 12 (4.96%) HTTP
3 9 (3.72%) Firewall
4 5 (2.07%) Broadband
4 5 (2.07%) Network Security
4 5 (2.07%) SAN
5 4 (1.65%) Cisco IPT
5 4 (1.65%) IP Telephony
5 4 (1.65%) NetScaler
6 1 (0.41%) Ethernet
6 1 (0.41%) GSM
6 1 (0.41%) Intelligent Network
6 1 (0.41%) Intrusion Detection
6 1 (0.41%) NAS
6 1 (0.41%) WebEx
Database & Business Intelligence
1 68 (28.10%) NoSQL
2 67 (27.69%) Hadoop
3 39 (16.12%) SQL Server
4 26 (10.74%) SQL Server Integration Services
5 25 (10.33%) MongoDB
6 24 (9.92%) Apache Hive
6 24 (9.92%) SQL Server Analysis Services
7 20 (8.26%) Relational Database
8 19 (7.85%) HBase
9 18 (7.44%) SQL Server 2008
10 17 (7.02%) Data Mining
11 15 (6.20%) Apache Cassandra
12 12 (4.96%) Data Warehouse
13 10 (4.13%) SQL Server Reporting Services
14 9 (3.72%) MySQL
14 9 (3.72%) Power BI
15 8 (3.31%) PostgreSQL
16 7 (2.89%) Neo4j
16 7 (2.89%) OLAP
16 7 (2.89%) SQL Server 2012
Development Applications
1 17 (7.02%) SQL Server Management Studio (SSMS)
2 13 (5.37%) Git (software)
3 5 (2.07%) Selenium
4 4 (1.65%) NUnit
5 2 (0.83%) ERwin
5 2 (0.83%) Jenkins
5 2 (0.83%) JIRA
5 2 (0.83%) Visual Studio
6 1 (0.41%) JUnit
6 1 (0.41%) Mercurial
6 1 (0.41%) ProC
6 1 (0.41%) TeamCity
6 1 (0.41%) TestNG
6 1 (0.41%) Toad
6 1 (0.41%) YouTrack
General
1 43 (17.77%) Finance
2 24 (9.92%) Pharmaceutical
3 19 (7.85%) Financial Institution
4 17 (7.02%) Marketing
5 9 (3.72%) Games
6 8 (3.31%) Retail
7 4 (1.65%) Manufacturing
8 3 (1.24%) Banking
9 1 (0.41%) Advertising
9 1 (0.41%) Telecoms
Job Titles
1 133 (54.96%) Developer
2 54 (22.31%) Java Developer
3 40 (16.53%) Big Data Developer
4 34 (14.05%) Senior Developer
5 25 (10.33%) Analyst
6 24 (9.92%) .NET Developer
7 23 (9.50%) C# Developer
8 21 (8.68%) Business Intelligence Developer
9 20 (8.26%) Software Engineer
10 18 (7.44%) Architect
10 18 (7.44%) C# .NET Developer
10 18 (7.44%) Senior Big Data Developer
11 17 (7.02%) Senior Java Developer
12 14 (5.79%) Python Developer
13 13 (5.37%) Java Engineer
14 12 (4.96%) Consultant
14 12 (4.96%) Data Architect
14 12 (4.96%) Graduate
14 12 (4.96%) Insight Analyst
15 10 (4.13%) Software Developer
Libraries, Frameworks & Software Standards
1 41 (16.94%) .NET
2 35 (14.46%) JSON
3 25 (10.33%) HTML
4 24 (9.92%) REST
4 24 (9.92%) Web Services
5 20 (8.26%) XML
6 17 (7.02%) AngularJS
7 16 (6.61%) Java EE
7 16 (6.61%) jQuery
8 15 (6.20%) CSS
9 11 (4.55%) Ajax
9 11 (4.55%) Apache Camel
9 11 (4.55%) SOAP
10 10 (4.13%) Spring
11 9 (3.72%) Hibernate
11 9 (3.72%) J2EE
12 7 (2.89%) Natural Language Processing
13 6 (2.48%) OSGi
13 6 (2.48%) RESTful
14 5 (2.07%) HTML5
Miscellaneous
1 70 (28.93%) Computer Science
2 51 (21.07%) Algorithms
3 46 (19.01%) Mathematics
4 39 (16.12%) Analytical Skills
5 27 (11.16%) Data Structures
5 27 (11.16%) Visualisation
6 12 (4.96%) Smart Meter
7 10 (4.13%) Physics
8 8 (3.31%) Data Centre
8 8 (3.31%) User Experience
9 6 (2.48%) Cybercrime
9 6 (2.48%) Data Integration
9 6 (2.48%) DataPower
10 5 (2.07%) Artificial Intelligence
10 5 (2.07%) iPhone
10 5 (2.07%) Life Science
10 5 (2.07%) Telematics
11 4 (1.65%) Management Information System
11 4 (1.65%) Reinsurance
12 3 (1.24%) Statistics
Operating Systems
1 31 (12.81%) Linux
2 18 (7.44%) Windows
3 12 (4.96%) Unix
4 6 (2.48%) Android
5 5 (2.07%) Windows Phone
6 2 (0.83%) Red Hat Enterprise Linux
6 2 (0.83%) Windows Server
7 1 (0.41%) AIX
7 1 (0.41%) Apple iOS
Processes & Methodologies
1 76 (31.40%) Analytics
2 65 (26.86%) Agile Software Development
3 34 (14.05%) Data Analytics
4 32 (13.22%) Software Engineering
5 29 (11.98%) Business Intelligence
6 26 (10.74%) OOP
7 21 (8.68%) Data Visualisation
8 18 (7.44%) Machine Learning
9 16 (6.61%) Big Data Analytics
9 16 (6.61%) Cybersecurity
9 16 (6.61%) Scrum
10 15 (6.20%) E-Commerce
10 15 (6.20%) Integration Testing
10 15 (6.20%) Mentoring
10 15 (6.20%) SOA
11 13 (5.37%) TDD
12 12 (4.96%) Data Analysis
12 12 (4.96%) Functional Programming
12 12 (4.96%) MVC
13 11 (4.55%) HOOD
Programming Languages
1 137 (56.61%) Java
2 74 (30.58%) Python
3 55 (22.73%) SQL
4 43 (17.77%) C#
5 40 (16.53%) Scala
6 39 (16.12%) C++
7 25 (10.33%) JavaScript
8 21 (8.68%) R
8 21 (8.68%) T-SQL
9 12 (4.96%) Erlang
10 7 (2.89%) C
10 7 (2.89%) PL/SQL
11 6 (2.48%) Groovy
11 6 (2.48%) Objective-C
12 4 (1.65%) PHP
12 4 (1.65%) Ruby
13 2 (0.83%) MATLAB
14 1 (0.41%) Assembly Language
14 1 (0.41%) COBOL
14 1 (0.41%) Perl
Qualifications
1 103 (42.56%) Degree
2 13 (5.37%) PhD
3 6 (2.48%) Security Cleared
4 5 (2.07%) DV Cleared
4 5 (2.07%) SC Cleared
4 5 (2.07%) Sun Certification
5 4 (1.65%) IBM Certification
6 3 (1.24%) Postgraduate
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
Quality Assurance & Compliance
1 8 (3.31%) SLA
2 7 (2.89%) Data Quality
2 7 (2.89%) QA
3 2 (0.83%) WAI
4 1 (0.41%) HIPAA
4 1 (0.41%) ISO/IEC 27001
System Software
1 22 (9.09%) Docker
2 4 (1.65%) Active Directory
2 4 (1.65%) Apache Flume
2 4 (1.65%) XenApp
3 1 (0.41%) Firmware
Systems Management
1 5 (2.07%) Oozie
2 4 (1.65%) Hadoop YARN
3 1 (0.41%) Ansible
3 1 (0.41%) Puppet
Vendors
1 25 (10.33%) Oracle
2 17 (7.02%) Microsoft
3 16 (6.61%) IBM
3 16 (6.61%) Tableau
4 6 (2.48%) Google
5 5 (2.07%) BT
5 5 (2.07%) SAP
5 5 (2.07%) Sun
5 5 (2.07%) Teradata
6 4 (1.65%) Cisco
6 4 (1.65%) Citrix
6 4 (1.65%) Cloudera
6 4 (1.65%) Cognos
6 4 (1.65%) Informatica
6 4 (1.65%) MicroStrategy
6 4 (1.65%) VMware
7 2 (0.83%) Cognizant
7 2 (0.83%) Netezza
7 2 (0.83%) Red Hat
8 1 (0.41%) Remedy
Hinxton near Cambridge, UK
EMBL
Salary: Competitve plus benefits
Posted: 4 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: salary DOE + 5% Pension, Health, Life, 25 Days + more!
Posted: 9 hours ago
Peterborough, Cambridgeshire
Badenoch & Clark
Salary: benefits
Posted: 18 hours ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £45000 - £65000 per annum + bens - pens, health + more
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £45,000 to £60,000 per annum + Bonus + Benefits + Free Parking
Posted: 3 days ago
Saffron Walden
Talentspa
Salary: £45k - 50k per year
Posted: 2 days ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + be- shares, health, flexi
Posted: 4 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
IC Resources
Salary: £60000 - £70000 per annum + + Bonus & Benefits
Posted: 4 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 10 days ago
Cambridgeshire
Lawrence Harvey
Salary: £45000.00 - £55000.00 per annum + pension, bonus etc
Posted: 14 days ago
Saffron Walden, Essex
Informatiq Consulting
Salary: £60000 - £70000 per annum + Pension, Medical
Posted: 2 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 16 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 15 days ago
Cambridge
ABILITY Resorucing Ltd
Salary: £50000 - £60000 per annum + Pension, stock options, private healthcare
Posted: 16 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 17 days ago
Hertfordshire
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £60000.00 per annum + Based on experience
Posted: 9 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 15 days ago
Letchworth Garden City, Hertfordshire
Atos
Salary: excellent benefits
Posted: 22 days ago