The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
England / East of England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 165 137 222
Rank change year-on-year -28 +85  
Permanent jobs citing Big Data 90 123 63
As % of all permanent IT jobs advertised in the East of England 1.48% 1.81% 0.77%
As % of the Database & Business Intelligence category 5.32% 6.80% 2.47%
Number of salaries quoted 73 107 47
Median salary £45,000 £52,500 £50,000
Median salary % change year-on-year -14.28% +5.00%  
90% offered a salary of more than £37,000 £30,250 £37,000
10% offered a salary of more than £65,000 £65,000 £72,500
UK excluding London median salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
East of England
Permanent job vacancies with a requirement for database and business intelligence skills 1693 1808 2548
As % of all permanent IT job vacancies advertised in the East of England 27.76% 26.59% 30.98%
Number of salaries quoted 1432 1572 2174
Median salary £45,000 £44,500 £45,000
Median salary % change year-on-year +1.12% -1.11%  
90% offered a salary of more than £32,159 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in the East of England.

Salary trend for Big Data in the East of England

Big Data
Salary Histogram in the East of England

The salary distribution of IT jobs citing Big Data in the East of England over the 3 months to 24 June 2017.

Salary histogram for Big Data 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 24 June 2017. 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 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 -44 33 £50,000 -9.09% 5
Bedfordshire +35 18 £42,500 -1.16% 5
Suffolk +9 14 £38,500 -12.74% 1
Essex +10 11 £62,500 +56.25%
Hertfordshire -22 9 £42,500 -15.00% 1
Norfolk -3 5 £60,000 -25.00% 1
Big Data
England

For the 6 months to 24 June 2017, 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 96 (48.48%) Java
2 75 (37.88%) SQL
3 70 (35.35%) Computer Science
4 69 (34.85%) Python
5 65 (32.83%) Degree
5 65 (32.83%) Agile Software Development
6 63 (31.82%) Analytics
7 62 (31.31%) Hadoop
8 60 (30.30%) NoSQL
9 59 (29.80%) SQL Server
10 54 (27.27%) Oracle
11 53 (26.77%) Amazon AWS
12 47 (23.74%) MongoDB
13 45 (22.73%) Apache Spark
14 42 (21.21%) T-SQL
14 42 (21.21%) Software Engineering
15 41 (20.71%) Spring
16 40 (20.20%) Git (software)
17 39 (19.70%) MySQL
18 37 (18.69%) Web Services
18 37 (18.69%) Algorithms
19 35 (17.68%) ETL
19 35 (17.68%) Maven
20 34 (17.17%) Business Intelligence
20 34 (17.17%) Tableau
21 33 (16.67%) Machine Learning
22 32 (16.16%) SQL Server Integration Services
23 31 (15.66%) SQL Server Reporting Services
23 31 (15.66%) MVC
24 30 (15.15%) Microsoft Azure

Big Data
Co-occurring 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 45 (22.73%) Apache Spark
2 27 (13.64%) Tomcat
3 26 (13.13%) GlassFish
4 25 (12.63%) JBoss
5 22 (11.11%) Elasticsearch
5 22 (11.11%) SAS
6 20 (10.10%) Apache Pig
7 17 (8.59%) Apache
8 11 (5.56%) WebSphere
9 4 (2.02%) Apache Geronimo
10 2 (1.01%) Apache Solr
10 2 (1.01%) OpenStack
11 1 (0.51%) Exchange Server 2010
11 1 (0.51%) MS Exchange
11 1 (0.51%) SharePoint
11 1 (0.51%) Skype for Business
Applications
1 8 (4.04%) Microsoft Excel
1 8 (4.04%) SPSS
2 3 (1.52%) Microsoft PowerPoint
2 3 (1.52%) MS Visio
2 3 (1.52%) Weka
Business Applications
1 4 (2.02%) Oracle Applications
2 1 (0.51%) Dynamics AX
2 1 (0.51%) Dynamics NAV
Cloud Services
1 53 (26.77%) Amazon AWS
2 30 (15.15%) Microsoft Azure
3 25 (12.63%) Cloud Computing
4 5 (2.53%) Google Cloud Platform
5 4 (2.02%) Amazon EMR
5 4 (2.02%) Amazon Kinesis
6 1 (0.51%) Amazon S3
6 1 (0.51%) Azure Active Directory
6 1 (0.51%) IaaS
6 1 (0.51%) Office 365
6 1 (0.51%) PaaS
Communications & Networking
1 15 (7.58%) Internet
2 2 (1.01%) Firewall
3 1 (0.51%) DHCP
3 1 (0.51%) DNS
3 1 (0.51%) HTTP
3 1 (0.51%) Network Security
3 1 (0.51%) Remote Desktop
3 1 (0.51%) Skype
Database & Business Intelligence
1 62 (31.31%) Hadoop
2 60 (30.30%) NoSQL
3 59 (29.80%) SQL Server
4 47 (23.74%) MongoDB
5 39 (19.70%) MySQL
6 32 (16.16%) SQL Server Integration Services
7 31 (15.66%) SQL Server Reporting Services
8 25 (12.63%) HBase
9 24 (12.12%) Apache Hive
9 24 (12.12%) CouchDB
10 23 (11.62%) Data Warehouse
10 23 (11.62%) Relational Database
11 21 (10.61%) QlikView
12 19 (9.60%) RDBMS
13 17 (8.59%) Impala
14 15 (7.58%) Oracle Database
15 14 (7.07%) PostgreSQL
16 12 (6.06%) BusinessObjects
16 12 (6.06%) SQL Server 2008
17 10 (5.05%) Neo4j
Development Applications
1 40 (20.20%) Git (software)
2 35 (17.68%) Maven
3 18 (9.09%) Ant
3 18 (9.09%) Gradle
4 9 (4.55%) NUnit
4 9 (4.55%) Team Foundation Server
5 5 (2.53%) Selenium
6 4 (2.02%) JUnit
7 2 (1.01%) Jenkins
8 1 (0.51%) Eclipse
8 1 (0.51%) Hudson
8 1 (0.51%) Talend Open Studio
General
1 26 (13.13%) Finance
2 4 (2.02%) Automotive
2 4 (2.02%) Banking
2 4 (2.02%) Retail
2 4 (2.02%) Telecoms
3 3 (1.52%) Marketing
3 3 (1.52%) Pharmaceutical
4 2 (1.01%) Games
5 1 (0.51%) Advertising
5 1 (0.51%) Legal
Job Titles
1 105 (53.03%) Developer
2 71 (35.86%) Java Developer
3 17 (8.59%) Software Developer
4 16 (8.08%) Big Data Developer
4 16 (8.08%) Graduate
4 16 (8.08%) Graduate Developer
4 16 (8.08%) Graduate Java Developer
4 16 (8.08%) Lead Developer
5 15 (7.58%) Java Engineer
5 15 (7.58%) Lead Java Developer
6 14 (7.07%) Data Scientist
6 14 (7.07%) Oracle Developer
7 13 (6.57%) Analytics Manager
7 13 (6.57%) Architect
7 13 (6.57%) Data Manager
7 13 (6.57%) Senior Developer
7 13 (6.57%) Software Engineer
8 12 (6.06%) Business Intelligence Developer
8 12 (6.06%) Data Analytics Manager
8 12 (6.06%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 41 (20.71%) Spring
2 37 (18.69%) Web Services
3 26 (13.13%) Java EE
3 26 (13.13%) Spring MVC
4 25 (12.63%) JSON
5 22 (11.11%) Ajax
5 22 (11.11%) CSS
5 22 (11.11%) RESTful
6 18 (9.09%) EJB
6 18 (9.09%) Hibernate
6 18 (9.09%) Servlets
7 17 (8.59%) .NET
7 17 (8.59%) HTML
8 16 (8.08%) JMS
8 16 (8.08%) SOAP
9 14 (7.07%) REST
10 11 (5.56%) JSP
11 9 (4.55%) WPF
12 8 (4.04%) Swing
13 7 (3.54%) Kafka
Miscellaneous
1 70 (35.35%) Computer Science
2 37 (18.69%) Algorithms
3 23 (11.62%) Analytical Skills
3 23 (11.62%) Data Structures
4 15 (7.58%) Internet of Things
5 14 (7.07%) Enterprise Software
6 8 (4.04%) Foreign Exchange (FX)
7 7 (3.54%) Life Science
8 4 (2.02%) Fintech
8 4 (2.02%) Mobile Banking
8 4 (2.02%) Smart Energy
9 3 (1.52%) Grid Computing
10 2 (1.01%) Greenfield Project
10 2 (1.01%) Management Information System
10 2 (1.01%) Private Cloud
10 2 (1.01%) Security Operations Centre
11 1 (0.51%) Biotechnology
11 1 (0.51%) Online Games
11 1 (0.51%) Public Cloud
11 1 (0.51%) User Experience
Operating Systems
1 26 (13.13%) Linux
2 4 (2.02%) Windows
3 2 (1.01%) Unix
4 1 (0.51%) Android
4 1 (0.51%) Windows Server
Processes & Methodologies
1 65 (32.83%) Agile Software Development
2 63 (31.82%) Analytics
3 42 (21.21%) Software Engineering
4 35 (17.68%) ETL
5 34 (17.17%) Business Intelligence
6 33 (16.67%) Machine Learning
7 31 (15.66%) MVC
8 28 (14.14%) Mathematics
8 28 (14.14%) OO
9 24 (12.12%) OOP
10 21 (10.61%) Statistics
11 20 (10.10%) Visualisation
12 18 (9.09%) Test Automation
13 16 (8.08%) Data Visualisation
14 15 (7.58%) Stakeholder Management
14 15 (7.58%) Unit Testing
15 14 (7.07%) Project Management
15 14 (7.07%) Regression Testing
15 14 (7.07%) Scrum
16 13 (6.57%) Data Analysis
Programming Languages
1 96 (48.48%) Java
2 75 (37.88%) SQL
3 69 (34.85%) Python
4 42 (21.21%) T-SQL
5 29 (14.65%) C#
6 27 (13.64%) JavaScript
6 27 (13.64%) PL/SQL
7 18 (9.09%) R
8 15 (7.58%) Scala
9 8 (4.04%) C++
9 8 (4.04%) VB.NET
10 7 (3.54%) Perl
11 6 (3.03%) Bash Shell
12 5 (2.53%) MATLAB
13 4 (2.02%) C
13 4 (2.02%) VBA
14 3 (1.52%) Lua
15 2 (1.01%) Assembly Language
15 2 (1.01%) Embedded C
16 1 (0.51%) Ruby
Qualifications
1 65 (32.83%) Degree
2 23 (11.62%) Computer Science Degree
3 17 (8.59%) PhD
4 5 (2.53%) DBS Check
4 5 (2.53%) Numerate Degree
5 3 (1.52%) Postgraduate
6 2 (1.01%) CCA
6 2 (1.01%) CISM
6 2 (1.01%) CISSP
6 2 (1.01%) Citrix Certification
6 2 (1.01%) MCSA
6 2 (1.01%) MCSD
6 2 (1.01%) Microsoft Certification
Quality Assurance & Compliance
1 12 (6.06%) QA
2 4 (2.02%) Data Quality
System Software
1 22 (11.11%) Docker
2 6 (3.03%) HDFS
3 5 (2.53%) Apache Flume
4 2 (1.01%) VMware Infrastructure
5 1 (0.51%) Active Directory
5 1 (0.51%) Hyper-V
5 1 (0.51%) VirtualBox
Systems Management
1 10 (5.05%) Oozie
2 2 (1.01%) Host Intrusion Detection System
2 2 (1.01%) Opscode Chef
2 2 (1.01%) Puppet
3 1 (0.51%) Hadoop YARN
3 1 (0.51%) Microsoft Intune
Vendors
1 54 (27.27%) Oracle
2 34 (17.17%) Tableau
3 23 (11.62%) Microsoft
4 13 (6.57%) SAP
5 7 (3.54%) Cloudera
6 5 (2.53%) TOWER Software
6 5 (2.53%) webMethods
7 3 (1.52%) Alteryx
7 3 (1.52%) Informatica
8 2 (1.01%) Teradata
8 2 (1.01%) VMware
9 1 (0.51%) Hortonworks
9 1 (0.51%) JD Edwards
9 1 (0.51%) MapR
9 1 (0.51%) Splunk
9 1 (0.51%) Talend
9 1 (0.51%) Vertica
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 2 days ago
Cambridge, Cambridgeshire
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: 3 days ago
Norwich, Norfolk
I4 Recruitment
Salary: £30k - 45k per year
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £30000 - £35000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 5 days ago
Ipswich, Suffolk
Sanderson
Salary: £45000 - £55000 per annum + benefits
Posted: 4 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Competitive
Posted: 8 days ago
St Albans
OHO Group Ltd.
Salary: £55000 - £60000 per annum, Benefits: Bonus
Posted: 15 days ago
Bedfordshire
Ampersand Consulting
Salary: £70000 per annum + Bonus and Fantastic Benefits
Posted: 24 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 18 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 18 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 17 days ago
Bedfordshire
Apollo Solutions
Salary: £75000 - £85000 per annum + Bonus and Benefits
Posted: 5 days ago