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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Big Data
England / East of England
Rank 142 141 211
Rank change year-on-year
-1 +70
Permanent jobs citing Big Data 99 127 66
As % of all permanent IT jobs located in the East of England 1.69% 1.77% 0.90%
As % of the Database & Business Intelligence category 5.79% 6.43% 2.96%
Number of salaries quoted 77 86 62
Median salary £53,000 £48,750 £45,000
Median salary % change year-on-year
+8.71% +8.33%
90% offered a salary of more than £33,500 £37,500 £30,000
10% offered a salary of more than £80,000 £65,000 £72,250
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
1710 1976 2226
As % of all permanent IT jobs located in the East of England 29.12% 27.55% 30.29%
Number of salaries quoted 1421 1630 1820
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +2.27%
90% offered a salary of more than £32,500 £30,000 £27,500
10% offered a salary of more than £60,000 £65,000 £65,000
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 23 February 2017.

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 23 February 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 -5 43 £50,000 -4.76% 17
Hertfordshire +21 23 £65,000 +57.57% 2
Essex +24 14 £65,000 +36.84% 4
Norfolk -9 12 £57,250 +47.74% 3
Suffolk -18 6 £58,500 +6.36% 2
Bedfordshire +16 2 £60,000 -7.69% 2
Big Data
England

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

For the 6 months to 23 February 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.

1 124 (51.45%) Java
2 83 (34.44%) Analytics
3 81 (33.61%) SQL
4 71 (29.46%) Python
5 64 (26.56%) SQL Server
5 64 (26.56%) Degree
6 63 (26.14%) Hadoop
7 60 (24.90%) Relational Database
7 60 (24.90%) Finance
8 57 (23.65%) Agile Software Development
9 52 (21.58%) Web Services
9 52 (21.58%) Analytical Skills
10 48 (19.92%) NoSQL
10 48 (19.92%) Computer Science
11 47 (19.50%) Oracle
11 47 (19.50%) Linux
12 43 (17.84%) Software Engineering
12 43 (17.84%) MongoDB
13 39 (16.18%) Visualisation
13 39 (16.18%) Data Analytics
14 38 (15.77%) Spring
15 37 (15.35%) ETL
15 37 (15.35%) C#
15 37 (15.35%) Amazon AWS
16 35 (14.52%) T-SQL
17 34 (14.11%) JavaScript
17 34 (14.11%) Apache
18 33 (13.69%) Business Intelligence
18 33 (13.69%) Scala
19 32 (13.28%) Algorithms

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 34 (14.11%) Apache
2 27 (11.20%) SAS
3 24 (9.96%) Tomcat
4 21 (8.71%) GlassFish
4 21 (8.71%) JBoss
5 19 (7.88%) WebSphere
6 15 (6.22%) Elasticsearch
7 12 (4.98%) Apache Spark
8 8 (3.32%) Apache Geronimo
9 7 (2.90%) Apache Pig
10 6 (2.49%) Confluence
11 4 (1.66%) CMS
12 2 (0.83%) OpenStack
13 1 (0.41%) WebLogic
Applications
1 13 (5.39%) SPSS
2 7 (2.90%) MS Excel
3 1 (0.41%) Weka
Business Applications
1 11 (4.56%) Dynamics CRM
2 1 (0.41%) Adobe Campaign
2 1 (0.41%) Dynamics AX
2 1 (0.41%) Dynamics NAV
2 1 (0.41%) Oracle Applications
2 1 (0.41%) Oracle BPM
Cloud Services
1 37 (15.35%) Amazon AWS
2 23 (9.54%) Microsoft Azure
3 18 (7.47%) Cloud Computing
4 6 (2.49%) GitHub
5 3 (1.24%) Google Cloud Platform
6 1 (0.41%) Amazon S3
Communications & Networking
1 16 (6.64%) Internet
2 9 (3.73%) Firewall
3 6 (2.49%) HTTP
4 4 (1.66%) TCP/IP
5 2 (0.83%) Intrusion Detection
5 2 (0.83%) LDAP
6 1 (0.41%) Ethernet
6 1 (0.41%) Intelligent Network
Database & Business Intelligence
1 64 (26.56%) SQL Server
2 63 (26.14%) Hadoop
3 60 (24.90%) Relational Database
4 48 (19.92%) NoSQL
5 43 (17.84%) MongoDB
6 30 (12.45%) PostgreSQL
7 26 (10.79%) SQL Server Reporting Services
8 24 (9.96%) Data Warehouse
8 24 (9.96%) RDBMS
9 23 (9.54%) MySQL
10 21 (8.71%) SQL Server Integration Services
11 19 (7.88%) HBase
12 17 (7.05%) QlikView
13 15 (6.22%) Apache Cassandra
13 15 (6.22%) Neo4j
14 14 (5.81%) BusinessObjects
14 14 (5.81%) CouchDB
14 14 (5.81%) GIS
15 11 (4.56%) Apache Hive
16 7 (2.90%) SQL Server Analysis Services
Development Applications
1 25 (10.37%) Git (software)
2 19 (7.88%) Maven
3 14 (5.81%) Gradle
4 8 (3.32%) JIRA
5 5 (2.07%) NUnit
5 5 (2.07%) Team Foundation Server
6 4 (1.66%) TeamCity
7 3 (1.24%) Ant
7 3 (1.24%) Eclipse
7 3 (1.24%) Jenkins
7 3 (1.24%) Mercurial
7 3 (1.24%) NetBeans
7 3 (1.24%) Subversion
7 3 (1.24%) Toad
8 2 (0.83%) CocoaPods
8 2 (0.83%) Ranorex
8 2 (0.83%) Rhino Mocks
8 2 (0.83%) Talend Open Studio
8 2 (0.83%) Xcode
9 1 (0.41%) Oracle APEX
General
1 60 (24.90%) Finance
2 31 (12.86%) Marketing
3 10 (4.15%) Automotive
4 9 (3.73%) Retail
5 6 (2.49%) Advertising
5 6 (2.49%) Games
6 3 (1.24%) Telecoms
7 1 (0.41%) Banking
7 1 (0.41%) Pharmaceutical
7 1 (0.41%) Publishing
Job Titles
1 118 (48.96%) Developer
2 89 (36.93%) Java Developer
3 24 (9.96%) Senior Developer
4 23 (9.54%) Architect
5 22 (9.13%) Data Manager
5 22 (9.13%) Senior Java Developer
6 18 (7.47%) Big Data Developer
6 18 (7.47%) Java Engineer
7 16 (6.64%) Senior Manager
7 16 (6.64%) Software Developer
8 15 (6.22%) Lead Developer
9 14 (5.81%) Technical Manager
10 13 (5.39%) Analytics Manager
10 13 (5.39%) Data Analytics Manager
10 13 (5.39%) Fraud Manager
10 13 (5.39%) Graduate
10 13 (5.39%) Graduate Developer
10 13 (5.39%) Graduate Java Developer
10 13 (5.39%) Senior Analytics Manager
10 13 (5.39%) Senior Technical Manager
Libraries, Frameworks & Software Standards
1 52 (21.58%) Web Services
2 38 (15.77%) Spring
3 28 (11.62%) Java EE
4 25 (10.37%) JMS
5 24 (9.96%) .NET
6 21 (8.71%) EJB
6 21 (8.71%) HTML
6 21 (8.71%) RESTful
6 21 (8.71%) Spring MVC
7 20 (8.30%) Servlets
8 19 (7.88%) JSP
9 17 (7.05%) CSS
9 17 (7.05%) REST
10 16 (6.64%) Ajax
10 16 (6.64%) JSON
10 16 (6.64%) SOAP
11 13 (5.39%) XML
12 12 (4.98%) Akka
12 12 (4.98%) Kafka
12 12 (4.98%) Swing
Miscellaneous
1 52 (21.58%) Analytical Skills
2 48 (19.92%) Computer Science
3 32 (13.28%) Algorithms
4 19 (7.88%) Data Structures
5 16 (6.64%) Internet of Things
6 10 (4.15%) Life Science
7 7 (2.90%) Security Operations Centre
8 6 (2.49%) Management Information System
8 6 (2.49%) Robotics
8 6 (2.49%) User Experience
9 4 (1.66%) Grid Computing
10 3 (1.24%) Enterprise Software
10 3 (1.24%) Public Cloud
10 3 (1.24%) Smart Meter
11 2 (0.83%) Data Centre
11 2 (0.83%) DataPower
11 2 (0.83%) Fintech
11 2 (0.83%) Foreign Exchange (FX)
11 2 (0.83%) Mobile App
12 1 (0.41%) Clustering
Operating Systems
1 47 (19.50%) Linux
2 12 (4.98%) Windows
3 6 (2.49%) Unix
4 4 (1.66%) Android
5 3 (1.24%) Apple iOS
6 2 (0.83%) Red Hat Enterprise Linux
7 1 (0.41%) AIX
7 1 (0.41%) Windows Phone
7 1 (0.41%) Windows Server
Processes & Methodologies
1 83 (34.44%) Analytics
2 57 (23.65%) Agile Software Development
3 43 (17.84%) Software Engineering
4 39 (16.18%) Data Analytics
4 39 (16.18%) Visualisation
5 37 (15.35%) ETL
6 33 (13.69%) Business Intelligence
7 31 (12.86%) Data Visualisation
8 28 (11.62%) MVC
9 26 (10.79%) CRM
10 23 (9.54%) Data Management
11 22 (9.13%) Data Modelling
12 21 (8.71%) Machine Learning
12 21 (8.71%) Scrum
13 20 (8.30%) Master Data Management
14 18 (7.47%) SDLC
14 18 (7.47%) Stakeholder Management
15 17 (7.05%) OO
15 17 (7.05%) Performance Testing
15 17 (7.05%) TDD
Programming Languages
1 124 (51.45%) Java
2 81 (33.61%) SQL
3 71 (29.46%) Python
4 37 (15.35%) C#
5 35 (14.52%) T-SQL
6 34 (14.11%) JavaScript
7 33 (13.69%) Scala
8 23 (9.54%) PL/SQL
9 13 (5.39%) C++
9 13 (5.39%) VB.NET
10 12 (4.98%) R
11 10 (4.15%) C
11 10 (4.15%) Perl
12 7 (2.90%) Lua
13 4 (1.66%) Ruby
14 3 (1.24%) Bash Shell
14 3 (1.24%) Erlang
14 3 (1.24%) MATLAB
14 3 (1.24%) Objective-C
14 3 (1.24%) TypeScript
Qualifications
1 64 (26.56%) Degree
2 9 (3.73%) PhD
3 8 (3.32%) CISSP
4 7 (2.90%) CISM
5 3 (1.24%) DBS Check
6 1 (0.41%) CCA
6 1 (0.41%) Citrix Certification
6 1 (0.41%) DV Cleared
6 1 (0.41%) MCSA
6 1 (0.41%) MCSD
6 1 (0.41%) Microsoft Certification
6 1 (0.41%) Postgraduate
6 1 (0.41%) SC Cleared
6 1 (0.41%) Security Cleared
Quality Assurance & Compliance
1 8 (3.32%) SLA
2 7 (2.90%) Data Quality
3 2 (0.83%) HIPAA
3 2 (0.83%) ISO/IEC 27001
3 2 (0.83%) QA
System Software
1 13 (5.39%) Docker
2 1 (0.41%) HDFS
Systems Management
1 5 (2.07%) Host Intrusion Detection System
2 3 (1.24%) Oozie
3 2 (0.83%) HP Quality Center
4 1 (0.41%) Opscode Chef
Vendors
1 47 (19.50%) Oracle
2 29 (12.03%) Tableau
3 20 (8.30%) Microsoft
4 17 (7.05%) SAP
5 8 (3.32%) Teradata
6 7 (2.90%) Informatica
7 3 (1.24%) Google
7 3 (1.24%) Sybase
7 3 (1.24%) Twitter
7 3 (1.24%) webMethods
8 2 (0.83%) Cloudera
8 2 (0.83%) Cognizant
8 2 (0.83%) IBM
8 2 (0.83%) Red Hat
8 2 (0.83%) Talend
8 2 (0.83%) TOWER Software
9 1 (0.41%) Adobe
9 1 (0.41%) Hyperion
9 1 (0.41%) JD Edwards
9 1 (0.41%) Remedy
Woodbridge, Suffolk
X4 Group
Salary: £35k - 50k per year + benefits
Posted: 5 hours ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £70,000 per annum Salary DOE + Benefits
Posted: 1 hour ago
Colchester, Essex
Cloudscope
Salary: From £30,000 to £55,000 per annum
Posted: 2 hours ago
Colchester, Essex
Cloudscope
Salary: From £55,000 to £70,000 per annum
Posted: 2 hours ago
Norwich, Norfolk
Aviva
Salary: Competitive
Posted: Yesterday
Cambridge, Cambridgeshire
Oliver Bernard
Salary: £20000 - £45000 per annum
Posted: Yesterday
Hatfield, Hertfordshire
myBench Ltd
Salary: From £55,000 to £70,000 per annum
Posted: Yesterday
Ipswich, Suffolk
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum + Bonus + Excellent package
Posted: 3 days ago
Norwich, Norfolk
Hays Finance Technology
Salary: £30000.00 - £67000.00 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable to c£80k DoE + package
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 2 days ago
Colchester, Essex
Verticality Ltd
Salary: £45000 - £55000 per annum, Benefits Pension, Healthcare, 25 days holid
Posted: 3 days ago
Colchester, Essex
Verticality Ltd
Salary: £60000 - £65000 per annum, Benefits Pension, Healthcare, 25 days holid
Posted: 3 days ago
Bedfordshire
Churchill Frank
Salary: £60000 - £70000 per annum + bonus
Posted: 7 days ago
Norfolk
Churchill Frank
Salary: £60000 - £70000 per annum + bonus
Posted: 7 days ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £32000 - £35000 per annum + benefits
Posted: 4 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: Yesterday
Cambridge
OHO Group Ltd.
Salary: £35000 - £50000 per annum, Benefits: Excellent Benefits
Posted: 7 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £60,000 per annum Stock Options + More
Posted: 2 days ago
Cambridge, Cambridgeshire
XIST4 IT LIMITED
Salary: £35-40,000 + £2k Bonus + Bens
Posted: 7 days ago
Huntingdon, Cambridgeshire
Senitor Associates
Salary: £30000 - £70000 per annum + Benefits & Cool Projects
Posted: 6 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 13 days ago
Cambridge, Cambridgeshire
Abcam
Salary: Excellent
Posted: 20 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 13 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 13 days ago